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Computation and Language

Authors and titles for recent submissions

[ total of 433 entries: 1-343 | 344-433 ]
[ showing 343 entries per page: fewer | more | all ]

Fri, 24 May 2024

[1]  arXiv:2405.14863 [pdf, other]
Title: A Nurse is Blue and Elephant is Rugby: Cross Domain Alignment in Large Language Models Reveal Human-like Patterns
Authors: Asaf Yehudai, Taelin Karidi, Gabriel Stanovsky, Ariel Goldstein, Omri Abend
Comments: CogSci
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[2]  arXiv:2405.14862 [pdf, other]
Title: Bitune: Bidirectional Instruction-Tuning
Authors: Dawid J. Kopiczko, Tijmen Blankevoort, Yuki M. Asano
Subjects: Computation and Language (cs.CL)
[3]  arXiv:2405.14838 [pdf, other]
Title: From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step
Authors: Yuntian Deng, Yejin Choi, Stuart Shieber
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[4]  arXiv:2405.14831 [pdf, other]
Title: HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models
Authors: Bernal Jiménez Gutiérrez, Yiheng Shu, Yu Gu, Michihiro Yasunaga, Yu Su
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[5]  arXiv:2405.14808 [pdf, other]
Title: Implicit Personalization in Language Models: A Systematic Study
Authors: Zhijing Jin, Nils Heil, Jiarui Liu, Shehzaad Dhuliawala, Yahang Qi, Bernhard Schölkopf, Rada Mihalcea, Mrinmaya Sachan
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG)
[6]  arXiv:2405.14804 [pdf, other]
Title: Can LLMs Solve longer Math Word Problems Better?
Authors: Xin Xu, Tong Xiao, Zitong Chao, Zhenya Huang, Can Yang, Yang Wang
Subjects: Computation and Language (cs.CL)
[7]  arXiv:2405.14782 [pdf, other]
Title: Lessons from the Trenches on Reproducible Evaluation of Language Models
Authors: Stella Biderman, Hailey Schoelkopf, Lintang Sutawika, Leo Gao, Jonathan Tow, Baber Abbasi, Alham Fikri Aji, Pawan Sasanka Ammanamanchi, Sidney Black, Jordan Clive, Anthony DiPofi, Julen Etxaniz, Benjamin Fattori, Jessica Zosa Forde, Charles Foster, Mimansa Jaiswal, Wilson Y. Lee, Haonan Li, Charles Lovering, Niklas Muennighoff, Ellie Pavlick, Jason Phang, Aviya Skowron, Samson Tan, Xiangru Tang, Kevin A. Wang, Genta Indra Winata, François Yvon, Andy Zou
Subjects: Computation and Language (cs.CL)
[8]  arXiv:2405.14779 [pdf, other]
Title: Smart Bilingual Focused Crawling of Parallel Documents
Authors: Cristian García-Romero, Miquel Esplà-Gomis, Felipe Sánchez-Martínez
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[9]  arXiv:2405.14768 [pdf, other]
Title: WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models
Authors: Peng Wang, Zexi Li, Ningyu Zhang, Ziwen Xu, Yunzhi Yao, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen
Comments: Work in progress
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Information Retrieval (cs.IR); Machine Learning (cs.LG)
[10]  arXiv:2405.14766 [pdf, other]
Title: Evaluating Large Language Models for Public Health Classification and Extraction Tasks
Authors: Joshua Harris, Timothy Laurence, Leo Loman, Fan Grayson, Toby Nonnenmacher, Harry Long, Loes WalsGriffith, Amy Douglas, Holly Fountain, Stelios Georgiou, Jo Hardstaff, Kathryn Hopkins, Y-Ling Chi, Galena Kuyumdzhieva, Lesley Larkin, Samuel Collins, Hamish Mohammed, Thomas Finnie, Luke Hounsome, Steven Riley
Comments: 33 pages. Feedback and comments are highly appreciated
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[11]  arXiv:2405.14734 [pdf, other]
Title: SimPO: Simple Preference Optimization with a Reference-Free Reward
Authors: Yu Meng, Mengzhou Xia, Danqi Chen
Comments: Code: this https URL
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[12]  arXiv:2405.14722 [pdf, other]
Title: CAPE: Context-Adaptive Positional Encoding for Length Extrapolation
Authors: Chuanyang Zheng, Yihang Gao, Han Shi, Minbin Huang, Jingyao Li, Jing Xiong, Xiaozhe Ren, Michael Ng, Xin Jiang, Zhenguo Li, Yu Li
Comments: Technical Report
Subjects: Computation and Language (cs.CL)
[13]  arXiv:2405.14696 [pdf, other]
Title: A Declarative System for Optimizing AI Workloads
Authors: Chunwei Liu, Matthew Russo, Michael Cafarella, Lei Cao, Peter Baille Chen, Zui Chen, Michael Franklin, Tim Kraska, Samuel Madden, Gerardo Vitagliano
Comments: 28 pages, 10 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Databases (cs.DB)
[14]  arXiv:2405.14654 [pdf, other]
Title: Efficient Medical Question Answering with Knowledge-Augmented Question Generation
Authors: Julien Khlaut, Corentin Dancette, Elodie Ferreres, Alaedine Bennani, Paul Hérent, Pierre Manceron
Comments: Accepted at the Clinical Natural Language Processing Workshop, NAACL 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[15]  arXiv:2405.14646 [pdf, other]
Title: Unveiling the Achilles' Heel of NLG Evaluators: A Unified Adversarial Framework Driven by Large Language Models
Authors: Yiming Chen, Chen Zhang, Danqing Luo, Luis Fernando D'Haro, Robby T. Tan, Haizhou Li
Comments: ACL24 Finding
Subjects: Computation and Language (cs.CL)
[16]  arXiv:2405.14604 [pdf, other]
Title: A Watermark for Low-entropy and Unbiased Generation in Large Language Models
Authors: Minjia Mao, Dongjun Wei, Zeyu Chen, Xiao Fang, Michael Chau
Subjects: Computation and Language (cs.CL)
[17]  arXiv:2405.14601 [pdf, other]
Title: A FAIR and Free Prompt-based Research Assistant
Authors: Mahsa Shamsabadi, Jennifer D'Souza
Comments: 6 pages, 2 figures, accepted to the Demo track of NLDB 2024 (this https URL)
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[18]  arXiv:2405.14594 [pdf, ps, other]
Title: Data Augmentation Techniques for Process Extraction from Scientific Publications
Authors: Yuni Susanti
Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR)
[19]  arXiv:2405.14591 [pdf, other]
Title: Base of RoPE Bounds Context Length
Authors: Xin Men, Mingyu Xu, Bingning Wang, Qingyu Zhang, Hongyu Lin, Xianpei Han, Weipeng Chen
Comments: 17 pages
Subjects: Computation and Language (cs.CL)
[20]  arXiv:2405.14577 [pdf, other]
Title: Representation noising effectively prevents harmful fine-tuning on LLMs
Authors: Domenic Rosati, Jan Wehner, Kai Williams, Łukasz Bartoszcze, David Atanasov, Robie Gonzales, Subhabrata Majumdar, Carsten Maple, Hassan Sajjad, Frank Rudzicz
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[21]  arXiv:2405.14555 [pdf, other]
Title: Subtle Biases Need Subtler Measures: Dual Metrics for Evaluating Representative and Affinity Bias in Large Language Models
Authors: Abhishek Kumar, Sarfaroz Yunusov, Ali Emami
Comments: 9 pages (excluding references), accepted to ACL 2024 Main Conference
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Machine Learning (cs.LG)
[22]  arXiv:2405.14535 [pdf, other]
Title: Exploring Alignment in Shared Cross-lingual Spaces
Authors: Basel Mousi, Nadir Durrani, Fahim Dalvi, Majd Hawasly, Ahmed Abdelali
Comments: ACL 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[23]  arXiv:2405.14507 [pdf, other]
Title: Unchosen Experts Can Contribute Too: Unleashing MoE Models' Power by Self-Contrast
Authors: Chufan Shi, Cheng Yang, Xinyu Zhu, Jiahao Wang, Taiqiang Wu, Siheng Li, Deng Cai, Yujiu Yang, Yu Meng
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[24]  arXiv:2405.14505 [pdf, other]
Title: Explainable automatic industrial carbon footprint estimation from bank transaction classification using natural language processing
Authors: Jaime González-González, Silvia García-Méndez, Francisco de Arriba-Pérez, Francisco J. González-Castaño, Óscar Barba-Seara
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computational Engineering, Finance, and Science (cs.CE); Machine Learning (cs.LG)
[25]  arXiv:2405.14490 [pdf, ps, other]
Title: Impact of Non-Standard Unicode Characters on Security and Comprehension in Large Language Models
Authors: Johan S Daniel, Anand Pal
Comments: 46 pages
Subjects: Computation and Language (cs.CL)
[26]  arXiv:2405.14488 [pdf, other]
Title: MoGU: A Framework for Enhancing Safety of Open-Sourced LLMs While Preserving Their Usability
Authors: Yanrui Du, Sendong Zhao, Danyang Zhao, Ming Ma, Yuhan Chen, Liangyu Huo, Qing Yang, Dongliang Xu, Bing Qin
Subjects: Computation and Language (cs.CL)
[27]  arXiv:2405.14486 [pdf, other]
Title: RefChecker: Reference-based Fine-grained Hallucination Checker and Benchmark for Large Language Models
Authors: Xiangkun Hu, Dongyu Ru, Lin Qiu, Qipeng Guo, Tianhang Zhang, Yang Xu, Yun Luo, Pengfei Liu, Yue Zhang, Zheng Zhang
Subjects: Computation and Language (cs.CL)
[28]  arXiv:2405.14470 [pdf, other]
Title: Which Information Matters? Dissecting Human-written Multi-document Summaries with Partial Information Decomposition
Authors: Laura Mascarell, Yan L'Homme, Majed El Helou
Subjects: Computation and Language (cs.CL)
[29]  arXiv:2405.14445 [pdf, ps, other]
Title: Exploring the use of a Large Language Model for data extraction in systematic reviews: a rapid feasibility study
Authors: Lena Schmidt, Kaitlyn Hair, Sergio Graziozi, Fiona Campbell, Claudia Kapp, Alireza Khanteymoori, Dawn Craig, Mark Engelbert, James Thomas
Comments: Conference proceedings, peer-reviewed and presented at the 3rd Workshop on Augmented Intelligence for Technology-Assisted Reviews Systems, Glasgow, 2024
Journal-ref: Proceedings of the 3rd Workshop on Augmented Intelligence for Technology-Assisted Reviews Systems, 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[30]  arXiv:2405.14437 [pdf, other]
Title: Combining Denoising Autoencoders with Contrastive Learning to fine-tune Transformer Models
Authors: Alejo Lopez-Avila, Víctor Suárez-Paniagua
Comments: 1 figure, 7 tables, 12 pages
Journal-ref: emnlp main, 2023, pages 2021 to 2032
Subjects: Computation and Language (cs.CL)
[31]  arXiv:2405.14431 [pdf, other]
Title: RaFe: Ranking Feedback Improves Query Rewriting for RAG
Authors: Shengyu Mao, Yong Jiang, Boli Chen, Xiao Li, Peng Wang, Xinyu Wang, Pengjun Xie, Fei Huang, Huajun Chen, Ningyu Zhang
Comments: 16 pages
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[32]  arXiv:2405.14428 [pdf, other]
Title: Mitigating Quantization Errors Due to Activation Spikes in GLU-Based LLMs
Authors: Jaewoo Yang, Hayun Kim, Younghoon Kim
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[33]  arXiv:2405.14394 [pdf, other]
Title: Instruction Tuning With Loss Over Instructions
Authors: Zhengyan Shi, Adam X. Yang, Bin Wu, Laurence Aitchison, Emine Yilmaz, Aldo Lipani
Comments: Code is available at this https URL
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[34]  arXiv:2405.14385 [pdf, other]
Title: Emotion Identification for French in Written Texts: Considering their Modes of Expression as a Step Towards Text Complexity Analysis
Authors: Aline Étienne, Delphine Battistelli, Gwénolé Lecorvé
Comments: 17 pages, 12 figures, submitted to ACL 2024 WASSA workshop
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[35]  arXiv:2405.14383 [pdf, other]
Title: Perception of Knowledge Boundary for Large Language Models through Semi-open-ended Question Answering
Authors: Zhihua Wen, Zhiliang Tian, Zexin Jian, Zhen Huang, Pei Ke, Yifu Gao, Minlie Huang, Dongsheng Li
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[36]  arXiv:2405.14379 [pdf, other]
Title: Can Large Language Models Create New Knowledge for Spatial Reasoning Tasks?
Authors: Thomas Greatrix, Roger Whitaker, Liam Turner, Walter Colombo
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[37]  arXiv:2405.14366 [pdf, other]
Title: MiniCache: KV Cache Compression in Depth Dimension for Large Language Models
Authors: Akide Liu, Jing Liu, Zizheng Pan, Yefei He, Gholamreza Haffari, Bohan Zhuang
Comments: Tech report
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[38]  arXiv:2405.14365 [pdf, other]
Title: JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models
Authors: Kun Zhou, Beichen Zhang, Jiapeng Wang, Zhipeng Chen, Wayne Xin Zhao, Jing Sha, Zhichao Sheng, Shijin Wang, Ji-Rong Wen
Comments: 28 pages, SOTA math LLM using Well-trained Data Synthesis LLM
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[39]  arXiv:2405.14277 [pdf, other]
Title: Improving Language Models Trained with Translated Data via Continual Pre-Training and Dictionary Learning Analysis
Authors: Sabri Boughorbel, MD Rizwan Parvez, Majd Hawasly
Comments: 15 pages
Subjects: Computation and Language (cs.CL)
[40]  arXiv:2405.14259 [pdf, other]
Title: Let's Fuse Step by Step: A Generative Fusion Decoding Algorithm with LLMs for Multi-modal Text Recognition
Authors: Chan-Jan Hsu, Yi-Chang Chen, Feng-Ting Liao, Pei-Chen Ho, Yu-Hsiang Wang, Po-Chun Hsu, Da-shan Shiu
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[41]  arXiv:2405.14247 [pdf, ps, other]
Title: Text-Based Correlation Matrix in Multi-Asset Allocation
Authors: Yasuhiro Nakayama, Tomochika Sawaki, Issei Furuya, Shunsuke Tamura
Comments: 4 pages, 4 figures, 1 tables
Subjects: Computation and Language (cs.CL)
[42]  arXiv:2405.14233 [pdf, other]
Title: Language processing in humans and computers
Authors: Dusko Pavlovic
Comments: 100 pages, 64 figures; lecture notes, book draft
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG); Logic in Computer Science (cs.LO)
[43]  arXiv:2405.14231 [pdf, other]
Title: From Role-Play to Drama-Interaction: An LLM Solution
Authors: Weiqi Wu, Hongqiu Wu, Lai Jiang, Xingyuan Liu, Jiale Hong, Hai Zhao, Min Zhang
Comments: Accepted by ACL 2024 Findings
Subjects: Computation and Language (cs.CL)
[44]  arXiv:2405.14211 [pdf, other]
Title: ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks
Authors: T.Y.S.S Santosh, Tuan-Quang Vuong, Matthias Grabmair
Comments: Accepted to ACL 2024
Subjects: Computation and Language (cs.CL)
[45]  arXiv:2405.14205 [pdf, other]
Title: Agent Planning with World Knowledge Model
Authors: Shuofei Qiao, Runnan Fang, Ningyu Zhang, Yuqi Zhu, Xiang Chen, Shumin Deng, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen
Comments: Work in progress
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Multiagent Systems (cs.MA)
[46]  arXiv:2405.14189 [pdf, other]
Title: Semantic-guided Prompt Organization for Universal Goal Hijacking against LLMs
Authors: Yihao Huang, Chong Wang, Xiaojun Jia, Qing Guo, Felix Juefei-Xu, Jian Zhang, Geguang Pu, Yang Liu
Comments: 15 pages
Subjects: Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
[47]  arXiv:2405.14179 [pdf, ps, other]
Title: UzMorphAnalyser: A Morphological Analysis Model for the Uzbek Language Using Inflectional Endings
Authors: Ulugbek Salaev
Comments: 6 pages, 4 figures
Subjects: Computation and Language (cs.CL)
[48]  arXiv:2405.14161 [pdf, other]
Title: Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models
Authors: Yuchen Hu, Chen Chen, Chao-Han Huck Yang, Chengwei Qin, Pin-Yu Chen, Eng Siong Chng, Chao Zhang
Comments: 23 pages, Preprint
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[49]  arXiv:2405.14159 [pdf, other]
Title: Super Tiny Language Models
Authors: Dylan Hillier, Leon Guertler, Cheston Tan, Palaash Agrawal, Chen Ruirui, Bobby Cheng
Comments: 11 pages, 4 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[50]  arXiv:2405.14150 [pdf, other]
Title: jp-evalb: Robust Alignment-based PARSEVAL Measures
Authors: Jungyeul Park, Junrui Wang, Eunkyul Leah Jo, Angela Yoonseo Park
Comments: To appear in The system demonstration track at NAACL-HLT 2024
Subjects: Computation and Language (cs.CL)
[51]  arXiv:2405.14141 [pdf, other]
Title: ViHateT5: Enhancing Hate Speech Detection in Vietnamese With A Unified Text-to-Text Transformer Model
Authors: Luan Thanh Nguyen
Comments: Accepted at ACL'2024 (Findings)
Subjects: Computation and Language (cs.CL)
[52]  arXiv:2405.14129 [pdf, other]
Title: AlignGPT: Multi-modal Large Language Models with Adaptive Alignment Capability
Authors: Fei Zhao, Taotian Pang, Chunhui Li, Zhen Wu, Junjie Guo, Shangyu Xing, Xinyu Dai
Comments: Code and models are available at $\href{this https URL}{\textit{this https URL}}$
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[53]  arXiv:2405.14117 [pdf, other]
Title: Knowledge Localization: Mission Not Accomplished? Enter Query Localization!
Authors: Yuheng Chen, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[54]  arXiv:2405.14092 [pdf, other]
Title: Large Language Models Can Self-Correct with Minimal Effort
Authors: Zhenyu Wu, Qingkai Zeng, Zhihan Zhang, Zhaoxuan Tan, Chao Shen, Meng Jiang
Comments: Work in Progress
Subjects: Computation and Language (cs.CL)
[55]  arXiv:2405.14075 [pdf, other]
Title: $T^2$ of Thoughts: Temperature Tree Elicits Reasoning in Large Language Models
Authors: Chengkun Cai, Xu Zhao, Yucheng Du, Haoliang Liu, Lei Li
Comments: 10 pages, 5 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[56]  arXiv:2405.14057 [pdf, other]
Title: Your Large Language Models Are Leaving Fingerprints
Authors: Hope McGovern, Rickard Stureborg, Yoshi Suhara, Dimitris Alikaniotis
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[57]  arXiv:2405.14055 [pdf, other]
Title: How Many Bytes Can You Take Out Of Brain-To-Text Decoding?
Authors: Richard Antonello, Nihita Sarma, Jerry Tang, Jiaru Song, Alexander Huth
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Emerging Technologies (cs.ET)
[58]  arXiv:2405.14039 [pdf, other]
Title: Trajectory Volatility for Out-of-Distribution Detection in Mathematical Reasoning
Authors: Yiming Wang, Pei Zhang, Baosong Yang, Derek F. Wong, Zhuosheng Zhang, Rui Wang
Comments: 27 pages, 6 figures, 12 tables
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[59]  arXiv:2405.14006 [pdf, ps, other]
Title: Evaluating Large Language Models with Human Feedback: Establishing a Swedish Benchmark
Authors: Birger Moell
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[60]  arXiv:2405.13984 [pdf, other]
Title: Feedback-aligned Mixed LLMs for Machine Language-Molecule Translation
Authors: Dimitris Gkoumas, Maria Liakata
Subjects: Computation and Language (cs.CL); Multimedia (cs.MM)
[61]  arXiv:2405.13974 [pdf, other]
Title: CIVICS: Building a Dataset for Examining Culturally-Informed Values in Large Language Models
Authors: Giada Pistilli, Alina Leidinger, Yacine Jernite, Atoosa Kasirzadeh, Alexandra Sasha Luccioni, Margaret Mitchell
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[62]  arXiv:2405.13967 [pdf, other]
Title: DeTox: Toxic Subspace Projection for Model Editing
Authors: Rheeya Uppaal, Apratim De, Yiting He, Yiquao Zhong, Junjie Hu
Comments: Preprint
Subjects: Computation and Language (cs.CL)
[63]  arXiv:2405.13929 [pdf, other]
Title: Vikhr: The Family of Open-Source Instruction-Tuned Large Language Models for Russian
Authors: Aleksandr Nikolich, Konstantin Korolev, Artem Shelmanov
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[64]  arXiv:2405.13923 [pdf, other]
Title: Why Not Transform Chat Large Language Models to Non-English?
Authors: Xiang Geng, Ming Zhu, Jiahuan Li, Zhejian Lai, Wei Zou, Shuaijie She, Jiaxin Guo, Xiaofeng Zhao, Yinglu Li, Yuang Li, Chang Su, Yanqing Zhao, Min Zhang, Hao Yang, Xinglin Lyu, Jiajun Chen, Shujian Huang
Subjects: Computation and Language (cs.CL)
[65]  arXiv:2405.13907 [pdf, other]
Title: Just rephrase it! Uncertainty estimation in closed-source language models via multiple rephrased queries
Authors: Adam Yang, Chen Chen, Konstantinos Pitas
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[66]  arXiv:2405.13845 [pdf, other]
Title: Semantic Density: Uncertainty Quantification in Semantic Space for Large Language Models
Authors: Xin Qiu, Risto Miikkulainen
Comments: 16 pages, 2 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[67]  arXiv:2405.13828 [pdf, other]
Title: Babysit A Language Model From Scratch: Interactive Language Learning by Trials and Demonstrations
Authors: Ziqiao Ma, Zekun Wang, Joyce Chai
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[68]  arXiv:2405.13820 [pdf, other]
Title: Towards Comprehensive and Efficient Post Safety Alignment of Large Language Models via Safety Patching
Authors: Weixiang Zhao, Yulin Hu, Zhuojun Li, Yang Deng, Yanyan Zhao, Bing Qin, Tat-Seng Chua
Comments: 24 pages, 8 figures and 12 tables
Subjects: Computation and Language (cs.CL)
[69]  arXiv:2405.13816 [pdf, other]
Title: Large Language Models are Good Spontaneous Multilingual Learners: Is the Multilingual Annotated Data Necessary?
Authors: Shimao Zhang, Changjiang Gao, Wenhao Zhu, Jiajun Chen, Xin Huang, Xue Han, Junlan Feng, Chao Deng, Shujian Huang
Subjects: Computation and Language (cs.CL)
[70]  arXiv:2405.13798 [pdf, other]
Title: Slaves to the Law of Large Numbers: An Asymptotic Equipartition Property for Perplexity in Generative Language Models
Authors: Raghu Mudumbai, Tyler Bell
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Theory (cs.IT)
[71]  arXiv:2405.13792 [pdf, other]
Title: xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token
Authors: Xin Cheng, Xun Wang, Xingxing Zhang, Tao Ge, Si-Qing Chen, Furu Wei, Huishuai Zhang, Dongyan Zhao
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[72]  arXiv:2405.13769 [pdf, other]
Title: Do Language Models Enjoy Their Own Stories? Prompting Large Language Models for Automatic Story Evaluation
Authors: Cyril Chhun, Fabian M. Suchanek, Chloé Clavel
Comments: TACL, pre-MIT Press publication version
Subjects: Computation and Language (cs.CL)
[73]  arXiv:2405.13754 [pdf, other]
Title: Grounding Toxicity in Real-World Events across Languages
Authors: Wondimagegnhue Tsegaye Tufa, Ilia Markov, Piek Vossen
Comments: Paper accepted for at The 29th International Conference on Natural Language & Information Systems (NLDB 2024)
Subjects: Computation and Language (cs.CL)
[74]  arXiv:2405.13684 [pdf, other]
Title: CrossCheckGPT: Universal Hallucination Ranking for Multimodal Foundation Models
Authors: Guangzhi Sun, Potsawee Manakul, Adian Liusie, Kunat Pipatanakul, Chao Zhang, Phil Woodland, Mark Gales
Comments: 21 pages. Preprint
Subjects: Computation and Language (cs.CL)
[75]  arXiv:2405.13640 [pdf, other]
Title: Knowledge Graph Reasoning with Self-supervised Reinforcement Learning
Authors: Ying Ma, Owen Burns, Mingqiu Wang, Gang Li, Nan Du, Laurent El Shafey, Liqiang Wang, Izhak Shafran, Hagen Soltau
Comments: 17 pages, 11 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[76]  arXiv:2405.13622 [pdf, other]
Title: Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam Generation
Authors: Gauthier Guinet, Behrooz Omidvar-Tehrani, Anoop Deoras, Laurent Callot
Comments: Proceedings of the 41st International Conference on Machine Learning (ICML), 29 pages, 12 figures
Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR)
[77]  arXiv:2405.13578 [pdf, other]
Title: ConTrans: Weak-to-Strong Alignment Engineering via Concept Transplantation
Authors: Weilong Dong, Xinwei Wu, Renren Jin, Shaoyang Xu, Deyi Xiong
Subjects: Computation and Language (cs.CL)
[78]  arXiv:2405.13576 [pdf, other]
Title: FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research
Authors: Jiajie Jin, Yutao Zhu, Xinyu Yang, Chenghao Zhang, Zhicheng Dou
Comments: 8 pages
Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR)
[79]  arXiv:2405.13546 [pdf, other]
Title: Knowledge-Driven Cross-Document Relation Extraction
Authors: Monika Jain, Raghava Mutharaju, Kuldeep Singh, Ramakanth Kavuluru
Comments: Accepted in ACL 2024 Findings
Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR)
[80]  arXiv:2405.13541 [pdf, other]
Title: Annotation-Efficient Preference Optimization for Language Model Alignment
Authors: Yuu Jinnai, Ukyo Honda
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[81]  arXiv:2405.13529 [pdf, ps, other]
Title: The correlation between nativelike selection and prototypicality: a multilingual onomasiological case study using semantic embedding
Authors: Huasheng Zhang
Subjects: Computation and Language (cs.CL)
[82]  arXiv:2405.13516 [pdf, other]
Title: LIRE: listwise reward enhancement for preference alignment
Authors: Mingye Zhu, Yi Liu, Lei Zhang, Junbo Guo, Zhendong Mao
Comments: Accepted by ACL 2024 Findings
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[83]  arXiv:2405.13448 [pdf, other]
Title: Distilling Instruction-following Abilities of Large Language Models with Task-aware Curriculum Planning
Authors: Yuanhao Yue, Chengyu Wang, Jun Huang, Peng Wang
Subjects: Computation and Language (cs.CL)
[84]  arXiv:2405.13432 [pdf, other]
Title: Disperse-Then-Merge: Pushing the Limits of Instruction Tuning via Alignment Tax Reduction
Authors: Tingchen Fu, Deng Cai, Lemao Liu, Shuming Shi, Rui Yan
Comments: Accepted to the findings of ACL2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[85]  arXiv:2405.13386 [pdf, other]
Title: 360Zhinao Technical Report
Authors: 360Zhinao Team
Comments: 360Zhinao technical report. Github: this https URL
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[86]  arXiv:2405.13379 [pdf, ps, other]
Title: You don't understand me!: Comparing ASR results for L1 and L2 speakers of Swedish
Authors: Ronald Cumbal, Birger Moell, Jose Lopes, Olof Engwall
Subjects: Computation and Language (cs.CL); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[87]  arXiv:2405.13358 [pdf, other]
Title: AdpQ: A Zero-shot Calibration Free Adaptive Post Training Quantization Method for LLMs
Authors: Alireza Ghaffari, Sharareh Younesian, Vahid Partovi Nia, Boxing Chen, Masoud Asgharian
Subjects: Computation and Language (cs.CL)
[88]  arXiv:2405.13350 [pdf, other]
Title: Efficacy of ByteT5 in Multilingual Translation of Biblical Texts for Underrepresented Languages
Authors: Corinne Aars, Lauren Adams, Xiaokan Tian, Zhaoyu Wang, Colton Wismer, Jason Wu, Pablo Rivas, Korn Sooksatra, Matthew Fendt
Comments: LXAI Workshop at the 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2024)
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[89]  arXiv:2405.13329 [pdf, other]
Title: High Performance P300 Spellers Using GPT2 Word Prediction With Cross-Subject Training
Authors: Nithin Parthasarathy, James Soetedjo, Saarang Panchavati, Nitya Parthasarathy, Corey Arnold, Nader Pouratian, William Speier
Subjects: Computation and Language (cs.CL); Human-Computer Interaction (cs.HC); Signal Processing (eess.SP); Systems and Control (eess.SY)
[90]  arXiv:2405.13326 [pdf, other]
Title: Mosaic IT: Enhancing Instruction Tuning with Data Mosaics
Authors: Ming Li, Pei Chen, Chenguang Wang, Hongyu Zhao, Yijun Liang, Yupeng Hou, Fuxiao Liu, Tianyi Zhou
Subjects: Computation and Language (cs.CL)
[91]  arXiv:2405.13325 [pdf, other]
Title: DEGAP: Dual Event-Guided Adaptive Prefixes for Templated-Based Event Argument Extraction Model with Slot Querying
Authors: Guanghui Wang, Dexi Liu, Qizhi Wan, Xiping Liu, Wanlong Liu
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[92]  arXiv:2405.13319 [pdf, other]
Title: ''You should probably read this'': Hedge Detection in Text
Authors: Denys Katerenchuk, Rivka Levitan
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[93]  arXiv:2405.13292 [pdf, other]
Title: Metadata Integration for Spam Reviews Detection on Vietnamese E-commerce Websites
Authors: Co Van Dinh, Son T. Luu
Comments: Accepted for publication in International Journal of Asian Language Processing (IJALP)
Subjects: Computation and Language (cs.CL)
[94]  arXiv:2405.13274 [pdf, other]
Title: DiffNorm: Self-Supervised Normalization for Non-autoregressive Speech-to-speech Translation
Authors: Weiting Tan, Jingyu Zhang, Lingfeng Shen, Daniel Khashabi, Philipp Koehn
Subjects: Computation and Language (cs.CL)
[95]  arXiv:2405.13272 [pdf, other]
Title: A Multilingual Similarity Dataset for News Article Frame
Authors: Xi Chen, Mattia Samory, Scott Hale, David Jurgens, Przemyslaw A. Grabowicz
Subjects: Computation and Language (cs.CL); Computers and Society (cs.CY)
[96]  arXiv:2405.13233 [pdf, other]
Title: MELD-ST: An Emotion-aware Speech Translation Dataset
Authors: Sirou Chen, Sakiko Yahata, Shuichiro Shimizu, Zhengdong Yang, Yihang Li, Chenhui Chu, Sadao Kurohashi
Comments: 9 pages. Accepted to ACL 2024 Findings. Dataset: this https URL
Subjects: Computation and Language (cs.CL)
[97]  arXiv:2405.13226 [pdf, other]
Title: Dataset Decomposition: Faster LLM Training with Variable Sequence Length Curriculum
Authors: Hadi Pouransari, Chun-Liang Li, Jen-Hao Rick Chang, Pavan Kumar Anasosalu Vasu, Cem Koc, Vaishaal Shankar, Oncel Tuzel
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[98]  arXiv:2405.13216 [pdf, other]
Title: Equipping Transformer with Random-Access Reading for Long-Context Understanding
Authors: Chenghao Yang, Zi Yang, Nan Hua
Comments: Preliminary works for a Google Student Researcher Project
Subjects: Computation and Language (cs.CL)
[99]  arXiv:2405.13209 [pdf, other]
Title: Investigating Symbolic Capabilities of Large Language Models
Authors: Neisarg Dave, Daniel Kifer, C. Lee Giles, Ankur Mali
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[100]  arXiv:2405.13181 [pdf, other]
Title: Comparative Analysis of Different Efficient Fine Tuning Methods of Large Language Models (LLMs) in Low-Resource Setting
Authors: Krishna Prasad Varadarajan Srinivasan, Prasanth Gumpena, Madhusudhana Yattapu, Vishal H. Brahmbhatt
Comments: 9 pages of main paper, 1 page of references, 6 appendix pages, 11 figures, 18 tables
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[101]  arXiv:2405.13179 [pdf, other]
Title: RAG-RLRC-LaySum at BioLaySumm: Integrating Retrieval-Augmented Generation and Readability Control for Layman Summarization of Biomedical Texts
Authors: Yuelyu Ji, Zhuochun Li, Rui Meng, Sonish Sivarajkumar, Yanshan Wang, Zeshui Yu, Hui Ji, Yushui Han, Hanyu Zeng, Daqing He
Subjects: Computation and Language (cs.CL)
[102]  arXiv:2405.13135 [pdf, other]
Title: Dataset Mention Extraction in Scientific Articles Using Bi-LSTM-CRF Model
Authors: Tong Zeng, Daniel Acuna
Journal-ref: Rich Search and Discovery for Research Datasets, 2020, 158-165
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[103]  arXiv:2405.13131 [pdf, other]
Title: Atomic Self-Consistency for Better Long Form Generations
Authors: Raghuveer Thirukovalluru, Yukun Huang, Bhuwan Dhingra
Comments: 12 pages
Subjects: Computation and Language (cs.CL)
[104]  arXiv:2405.13095 [pdf, other]
Title: Presentations are not always linear! GNN meets LLM for Document-to-Presentation Transformation with Attribution
Authors: Himanshu Maheshwari, Sambaran Bandyopadhyay, Aparna Garimella, Anandhavelu Natarajan
Comments: This paper is under review in a conference
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[105]  arXiv:2405.13085 [pdf, other]
Title: Multi-domain Knowledge Graph Collaborative Pre-training and Prompt Tuning for Diverse Downstream Tasks
Authors: Yichi Zhang, Binbin Hu, Zhuo Chen, Lingbing Guo, Ziqi Liu, Zhiqiang Zhang, Lei Liang, Huajun Chen, Wen Zhang
Comments: Work in progress. Code and data will be open-sourced at this https URL
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[106]  arXiv:2405.13084 [pdf, other]
Title: The 2nd FutureDial Challenge: Dialog Systems with Retrieval Augmented Generation (FutureDial-RAG)
Authors: Yucheng Cai, Si Chen, Yi Huang, Junlan Feng, Zhijian Ou
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[107]  arXiv:2405.13071 [pdf, other]
Title: A Novel Method for News Article Event-Based Embedding
Authors: Koren Ishlach, Itzhak Ben-David, Michael Fire, Lior Rokach
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Social and Information Networks (cs.SI)
[108]  arXiv:2405.13059 [pdf, other]
Title: RNG: Reducing Multi-level Noise and Multi-grained Semantic Gap for Joint Multimodal Aspect-Sentiment Analysis
Authors: Yaxin Liu, Yan Zhou, Ziming Li, Jinchuan Zhang, Yu Shang, Chenyang Zhang, Songlin Hu
Comments: Accepted by ICME 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[109]  arXiv:2405.13056 [pdf, other]
Title: Large language models for sentiment analysis of newspaper articles during COVID-19: The Guardian
Authors: Rohitash Chandra, Baicheng Zhu, Qingying Fang, Eka Shinjikashvili
Subjects: Computation and Language (cs.CL); Social and Information Networks (cs.SI)
[110]  arXiv:2405.13055 [pdf, other]
Title: Large Language Models for Medicine: A Survey
Authors: Yanxin Zheng, Wensheng Gan, Zefeng Chen, Zhenlian Qi, Qian Liang, Philip S. Yu
Comments: Preprint. 5 figures,5 tables
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
[111]  arXiv:2405.13053 [pdf, other]
Title: MeteoRA: Multiple-tasks Embedded LoRA for Large Language Models
Authors: Jingwei Xu, Junyu Lai, Yunpeng Huang
Comments: 19 pages
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[112]  arXiv:2405.13049 [pdf, other]
Title: SemEval-2024 Task 3: Multimodal Emotion Cause Analysis in Conversations
Authors: Fanfan Wang, Heqing Ma, Jianfei Yu, Rui Xia, Erik Cambria
Comments: 12 pages, 3 figures, 4 Tables
Journal-ref: Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024)
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Multimedia (cs.MM)
[113]  arXiv:2405.13046 [pdf, other]
Title: LeaPformer: Enabling Linear Transformers for Autoregressive and Simultaneous Tasks via Learned Proportions
Authors: Victor Agostinelli, Sanghyun Hong, Lizhong Chen
Comments: Submitted and accepted at ICML 2024
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[114]  arXiv:2405.13044 [pdf, other]
Title: Case-Based Reasoning Approach for Solving Financial Question Answering
Authors: Yikyung Kim, Jay-Yoon Lee
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR); Machine Learning (cs.LG)
[115]  arXiv:2405.13041 [pdf, other]
Title: Assessing Political Bias in Large Language Models
Authors: Luca Rettenberger, Markus Reischl, Mark Schutera
Comments: 5 pages, 2 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[116]  arXiv:2405.13039 [pdf, other]
Title: Surgical Feature-Space Decomposition of LLMs: Why, When and How?
Authors: Arnav Chavan, Nahush Lele, Deepak Gupta
Comments: Accepted at ACL 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[117]  arXiv:2405.13037 [pdf, other]
Title: Enhancing Dialogue State Tracking Models through LLM-backed User-Agents Simulation
Authors: Cheng Niu, Xingguang Wang, Xuxin Cheng, Juntong Song, Tong Zhang
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[118]  arXiv:2405.13036 [pdf, other]
Title: Can formal argumentative reasoning enhance LLMs performances?
Authors: Federico Castagna, Isabel Sassoon, Simon Parsons
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[119]  arXiv:2405.13034 [pdf, other]
Title: Autonomous Workflow for Multimodal Fine-Grained Training Assistants Towards Mixed Reality
Authors: Jiahuan Pei, Irene Viola, Haochen Huang, Junxiao Wang, Moonisa Ahsan, Fanghua Ye, Jiang Yiming, Yao Sai, Di Wang, Zhumin Chen, Pengjie Ren, Pablo Cesar
Comments: Accepted by ACL 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)
[120]  arXiv:2405.13032 [pdf, other]
Title: Faithful Attention Explainer: Verbalizing Decisions Based on Discriminative Features
Authors: Yao Rong, David Sheerer, Enkelejda Kasneci
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[121]  arXiv:2405.13031 [pdf, other]
Title: A Robust Autoencoder Ensemble-Based Approach for Anomaly Detection in Text
Authors: Jeremie Pantin, Christophe Marsala
Comments: Submitted to ECML/PKDD 2024
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[122]  arXiv:2405.13030 [pdf, ps, other]
Title: Crowdsourcing with Enhanced Data Quality Assurance: An Efficient Approach to Mitigate Resource Scarcity Challenges in Training Large Language Models for Healthcare
Authors: P. Barai, G. Leroy, P. Bisht, J. M. Rothman, S. Lee, J. Andrews, S. A. Rice, A. Ahmed
Comments: Published in AMIA Summit, Boston, 2024. this https URL
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[123]  arXiv:2405.13028 [pdf, other]
Title: DuetSim: Building User Simulator with Dual Large Language Models for Task-Oriented Dialogues
Authors: Xiang Luo, Zhiwen Tang, Jin Wang, Xuejie Zhang
Comments: Accepted by COLING 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[124]  arXiv:2405.13026 [pdf, other]
Title: Leveraging Human Revisions for Improving Text-to-Layout Models
Authors: Amber Xie, Chin-Yi Cheng, Forrest Huang, Yang Li
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[125]  arXiv:2405.13025 [pdf, other]
Title: A survey on fairness of large language models in e-commerce: progress, application, and challenge
Authors: Qingyang Ren, Zilin Jiang, Jinghan Cao, Sijia Li, Chiqu Li, Yiyang Liu, Shuning Huo, Tiange He
Comments: 21 pages, 9 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
[126]  arXiv:2405.13024 [pdf, ps, other]
Title: Intelligent Tutor: Leveraging ChatGPT and Microsoft Copilot Studio to Deliver a Generative AI Student Support and Feedback System within Teams
Authors: Wei-Yu Chen
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
[127]  arXiv:2405.13022 [pdf, other]
Title: LLMs can learn self-restraint through iterative self-reflection
Authors: Alexandre Piché, Aristides Milios, Dzmitry Bahdanau, Chris Pal
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[128]  arXiv:2405.13021 [pdf, other]
Title: IM-RAG: Multi-Round Retrieval-Augmented Generation Through Learning Inner Monologues
Authors: Diji Yang, Jinmeng Rao, Kezhen Chen, Xiaoyuan Guo, Yawen Zhang, Jie Yang, Yi Zhang
Comments: Proceedings of the 47th International ACM SIGIR 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[129]  arXiv:2405.13020 [pdf, other]
Title: Using Combinatorial Optimization to Design a High quality LLM Solution
Authors: Samuel Ackerman, Eitan Farchi, Rami Katan, Orna Raz
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[130]  arXiv:2405.13019 [pdf, other]
Title: A Comprehensive Survey of Accelerated Generation Techniques in Large Language Models
Authors: Mahsa Khoshnoodi, Vinija Jain, Mingye Gao, Malavika Srikanth, Aman Chadha
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[131]  arXiv:2405.13018 [pdf, other]
Title: Continued Pretraining for Domain Adaptation of Wav2vec2.0 in Automatic Speech Recognition for Elementary Math Classroom Settings
Authors: Ahmed Adel Attia, Dorottya Demszky, Tolulope Ogunremi, Jing Liu, Carol Espy-Wilson
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)
[132]  arXiv:2405.13017 [pdf, other]
Title: A Systematic Analysis on the Temporal Generalization of Language Models in Social Media
Authors: Asahi Ushio, Jose Camacho-Collados
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[133]  arXiv:2405.13016 [pdf, other]
Title: The Evolution of Darija Open Dataset: Introducing Version 2
Authors: Aissam Outchakoucht, Hamza Es-Samaali
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[134]  arXiv:2405.13015 [pdf, other]
Title: Assisted Debate Builder with Large Language Models
Authors: Elliot Faugier, Frédéric Armetta, Angela Bonifati, Bruno Yun
Comments: 7 pages, 2 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[135]  arXiv:2405.13014 [pdf, other]
Title: QCRD: Quality-guided Contrastive Rationale Distillation for Large Language Models
Authors: Wei Wang, Zhaowei Li, Qi Xu, Yiqing Cai, Hang Song, Qi Qi, Ran Zhou, Zhida Huang, Tao Wang, Li Xiao
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[136]  arXiv:2405.13013 [pdf, ps, other]
Title: Amplifying Aspect-Sentence Awareness: A Novel Approach for Aspect-Based Sentiment Analysis
Authors: Adamu Lawan, Juhua Pu, Haruna Yunusa, Jawad Muhammad, Aliyu Umar
Comments: 24 pages, 4 figures, 4 tables
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[137]  arXiv:2405.13012 [pdf, ps, other]
Title: Divergent Creativity in Humans and Large Language Models
Authors: Antoine Bellemare-Pepin (1 and 2), François Lespinasse (3), Philipp Thölke (1), Yann Harel (1), Kory Mathewson (4), Jay A. Olson (5), Yoshua Bengio (4 and 6), Karim Jerbi (1, 4 and 7) ((1) CoCo Lab, Psychology department, Université de Montréal, Montreal, QC, Canada, (2) Music department, Concordia University, Montreal, QC, Canada, (3) Sociology and Anthropology department, Concordia University, Montreal, QC, Canada, (4) Mila (Quebec AI research Institute), Montreal, QC, Canada, (5) Department of Psychology, University of Toronto Mississauga, Mississauga, ON, Canada, (6) Department of Computer Science and Operations Research, Université de Montréal, Montreal, QC, Canada, (7) UNIQUE Center (Quebec Neuro-AI research Center), QC, Canada)
Comments: First two and last listed authors are corresponding authors. The first two listed authors contributed equally to this work
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[138]  arXiv:2405.13011 [pdf, other]
Title: Unveiling Social Media Comments with a Novel Named Entity Recognition System for Identity Groups
Authors: Andrés Carvallo, Tamara Quiroga, Carlos Aspillaga, Marcelo Mendoza
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[139]  arXiv:2405.13010 [pdf, other]
Title: UCCIX: Irish-eXcellence Large Language Model
Authors: Khanh-Tung Tran, Barry O'Sullivan, Hoang D. Nguyen
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[140]  arXiv:2405.13009 [pdf, other]
Title: METAREFLECTION: Learning Instructions for Language Agents using Past Reflections
Authors: Priyanshu Gupta, Shashank Kirtania, Ananya Singha, Sumit Gulwani, Arjun Radhakrishna, Sherry Shi, Gustavo Soares
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[141]  arXiv:2405.13008 [pdf, other]
Title: Control Token with Dense Passage Retrieval
Authors: Juhwan Lee, Jisu Kim
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[142]  arXiv:2405.13007 [pdf, other]
Title: News Recommendation with Category Description by a Large Language Model
Authors: Yuki Yada, Hayato Yamana
Comments: 5 pages, 5 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR); Machine Learning (cs.LG)
[143]  arXiv:2405.13006 [pdf, ps, other]
Title: Auto FAQ Generation
Authors: Anjaneya Teja Kalvakolanu, NagaSai Chandra, Michael Fekadu
Comments: 3 figures and peer evaluated
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[144]  arXiv:2405.13005 [pdf, ps, other]
Title: Understanding the Rare Inflammatory Disease Using Large Language Models and Social Media Data
Authors: Nan Miles Xi, Hong-Long Ji, Lin Wang
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Social and Information Networks (cs.SI)
[145]  arXiv:2405.13004 [pdf, other]
Title: MathDivide: Improved mathematical reasoning by large language models
Authors: Saksham Sahai Srivastava, Ashutosh Gandhi
Comments: 10 pages, 3 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[146]  arXiv:2405.13003 [pdf, other]
Title: A Survey on Recent Advances in Conversational Data Generation
Authors: Heydar Soudani, Roxana Petcu, Evangelos Kanoulas, Faegheh Hasibi
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[147]  arXiv:2405.13002 [pdf, other]
Title: DuetRAG: Collaborative Retrieval-Augmented Generation
Authors: Dian Jiao, Li Cai, Jingsheng Huang, Wenqiao Zhang, Siliang Tang, Yueting Zhuang
Comments: 5 pages
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[148]  arXiv:2405.13001 [pdf, other]
Title: Large Language Models for Education: A Survey
Authors: Hanyi Xu, Wensheng Gan, Zhenlian Qi, Jiayang Wu, Philip S. Yu
Comments: Journal of Machine Learning and Cybernetics. 4 tables, 6 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
[149]  arXiv:2405.13000 [pdf, other]
Title: RAGE Against the Machine: Retrieval-Augmented LLM Explanations
Authors: Joel Rorseth, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta
Comments: Accepted by ICDE 2024 (Demonstration Track)
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[150]  arXiv:2405.12999 [pdf, other]
Title: An Assessment of Model-On-Model Deception
Authors: Julius Heitkoetter, Michael Gerovitch, Laker Newhouse
Comments: Accepted at Secure and Trustworthy Large Language Models Workshop at ICLR 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[151]  arXiv:2405.14839 (cross-list from cs.CV) [pdf, other]
Title: A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis
Authors: Yue Yang, Mona Gandhi, Yufei Wang, Yifan Wu, Michael S. Yao, Chris Callison-Burch, James C. Gee, Mark Yatskar
Comments: 23 pages, 9 figures, 12 tables, project page: this https URL
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)
[152]  arXiv:2405.14769 (cross-list from cs.LG) [pdf, other]
Title: Pragmatic Feature Preferences: Learning Reward-Relevant Preferences from Human Input
Authors: Andi Peng, Yuying Sun, Tianmin Shu, David Abel
Comments: ICML 2024
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL)
[153]  arXiv:2405.14767 (cross-list from q-fin.ST) [pdf, other]
Title: FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models
Authors: Hongyang Yang, Boyu Zhang, Neng Wang, Cheng Guo, Xiaoli Zhang, Likun Lin, Junlin Wang, Tianyu Zhou, Mao Guan, Runjia Zhang, Christina Dan Wang
Comments: FinRobot Whitepaper V1.0
Subjects: Statistical Finance (q-fin.ST); Computation and Language (cs.CL); Machine Learning (cs.LG); Trading and Market Microstructure (q-fin.TR)
[154]  arXiv:2405.14660 (cross-list from cs.LG) [pdf, other]
Title: Implicit In-context Learning
Authors: Zhuowei Li, Zihao Xu, Ligong Han, Yunhe Gao, Song Wen, Di Liu, Hao Wang, Dimitris N. Metaxas
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[155]  arXiv:2405.14622 (cross-list from cs.LG) [pdf, other]
Title: Calibrated Self-Rewarding Vision Language Models
Authors: Yiyang Zhou, Zhiyuan Fan, Dongjie Cheng, Sihan Yang, Zhaorun Chen, Chenhang Cui, Xiyao Wang, Yun Li, Linjun Zhang, Huaxiu Yao
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
[156]  arXiv:2405.14522 (cross-list from cs.LG) [pdf, other]
Title: Explaining Black-box Model Predictions via Two-level Nested Feature Attributions with Consistency Property
Authors: Yuya Yoshikawa, Masanari Kimura, Ryotaro Shimizu, Yuki Saito
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (stat.ML)
[157]  arXiv:2405.14521 (cross-list from cs.LG) [pdf, other]
Title: Synthetic Data Generation for Intersectional Fairness by Leveraging Hierarchical Group Structure
Authors: Gaurav Maheshwari, Aurélien Bellet, Pascal Denis, Mikaela Keller
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL)
[158]  arXiv:2405.14446 (cross-list from cs.LG) [pdf, other]
Title: Worldwide Federated Training of Language Models
Authors: Alex Iacob, Lorenzo Sani, Bill Marino, Preslav Aleksandrov, Nicholas Donald Lane
Comments: 19 pages, 8 figures, Under Review
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Distributed, Parallel, and Cluster Computing (cs.DC)
[159]  arXiv:2405.14391 (cross-list from cs.AI) [pdf, other]
Title: Explainable Few-shot Knowledge Tracing
Authors: Haoxuan Li, Jifan Yu, Yuanxin Ouyang, Zhuang Liu, Wenge Rong, Juanzi Li, Zhang Xiong
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computers and Society (cs.CY)
[160]  arXiv:2405.14388 (cross-list from cs.SE) [pdf, other]
Title: Evaluation of the Programming Skills of Large Language Models
Authors: Luc Bryan Heitz, Joun Chamas, Christopher Scherb
Subjects: Software Engineering (cs.SE); Computation and Language (cs.CL); Cryptography and Security (cs.CR)
[161]  arXiv:2405.14314 (cross-list from cs.AI) [pdf, other]
Title: Towards Efficient LLM Grounding for Embodied Multi-Agent Collaboration
Authors: Yang Zhang, Shixin Yang, Chenjia Bai, Fei Wu, Xiu Li, Xuelong Li, Zhen Wang
Comments: The first two authors contributed equally
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG); Multiagent Systems (cs.MA); Robotics (cs.RO)
[162]  arXiv:2405.14312 (cross-list from cs.CV) [pdf, other]
Title: Improving Gloss-free Sign Language Translation by Reducing Representation Density
Authors: Jinhui Ye, Xing Wang, Wenxiang Jiao, Junwei Liang, Hui Xiong
Comments: Representation Density and Performance Drop
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL); Multimedia (cs.MM)
[163]  arXiv:2405.14230 (cross-list from cs.CV) [pdf, other]
Title: Boosting Medical Image-based Cancer Detection via Text-guided Supervision from Reports
Authors: Guangyu Guo, Jiawen Yao, Yingda Xia, Tony C. W. Mok, Zhilin Zheng, Junwei Han, Le Lu, Dingwen Zhang, Jian Zhou, Ling Zhang
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[164]  arXiv:2405.14225 (cross-list from q-bio.QM) [pdf, other]
Title: ReactXT: Understanding Molecular "Reaction-ship" via Reaction-Contextualized Molecule-Text Pretraining
Authors: Zhiyuan Liu, Yaorui Shi, An Zhang, Sihang Li, Enzhi Zhang, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua
Comments: ACL 2024 Findings, 9 pages
Subjects: Quantitative Methods (q-bio.QM); Computation and Language (cs.CL); Multimedia (cs.MM)
[165]  arXiv:2405.14213 (cross-list from cs.CV) [pdf, other]
Title: From Text to Pixel: Advancing Long-Context Understanding in MLLMs
Authors: Yujie Lu, Xiujun Li, Tsu-Jui Fu, Miguel Eckstein, William Yang Wang
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)
[166]  arXiv:2405.14212 (cross-list from cs.CR) [pdf, other]
Title: Federated Domain-Specific Knowledge Transfer on Large Language Models Using Synthetic Data
Authors: Haoran Li, Xinyuan Zhao, Dadi Guo, Hanlin Gu, Ziqian Zeng, Yuxing Han, Yangqiu Song, Lixin Fan, Qiang Yang
Subjects: Cryptography and Security (cs.CR); Computation and Language (cs.CL)
[167]  arXiv:2405.14170 (cross-list from cs.AI) [pdf, other]
Title: Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning
Authors: Jiapu Wang, Kai Sun, Linhao Luo, Wei Wei, Yongli Hu, Alan Wee-Chung Liew, Shirui Pan, Baocai Yin
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[168]  arXiv:2405.14125 (cross-list from cs.AI) [pdf, other]
Title: ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based Evaluation
Authors: Jingnan Zheng, Han Wang, An Zhang, Tai D. Nguyen, Jun Sun, Tat-Seng Chua
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[169]  arXiv:2405.14105 (cross-list from cs.DC) [pdf, other]
Title: Distributed Speculative Inference of Large Language Models
Authors: Nadav Timor, Jonathan Mamou, Daniel Korat, Moshe Berchansky, Oren Pereg, Moshe Wasserblat, Tomer Galanti, Michal Gordon, David Harel
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[170]  arXiv:2405.14093 (cross-list from cs.RO) [pdf, other]
Title: A Survey on Vision-Language-Action Models for Embodied AI
Authors: Yueen Ma, Zixing Song, Yuzheng Zhuang, Jianye Hao, Irwin King
Comments: 15 pages, a survey of vision-language-action models
Subjects: Robotics (cs.RO); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
[171]  arXiv:2405.14061 (cross-list from cs.AI) [pdf, other]
Title: Meanings and Feelings of Large Language Models: Observability of Latent States in Generative AI
Authors: Tian Yu Liu, Stefano Soatto, Matteo Marchi, Pratik Chaudhari, Paulo Tabuada
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[172]  arXiv:2405.14030 (cross-list from cs.CV) [pdf, other]
Title: Refining Skewed Perceptions in Vision-Language Models through Visual Representations
Authors: Haocheng Dai, Sarang Joshi
Comments: 18 pages, 7 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)
[173]  arXiv:2405.14012 (cross-list from cs.AI) [pdf, other]
Title: Prompt-Time Ontology-Driven Symbolic Knowledge Capture with Large Language Models
Authors: Tolga Çöplü, Arto Bendiken, Andrii Skomorokhov, Eduard Bateiko, Stephen Cobb
Comments: 7 pages, 5 figures
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[174]  arXiv:2405.13954 (cross-list from cs.LG) [pdf, other]
Title: What is Your Data Worth to GPT? LLM-Scale Data Valuation with Influence Functions
Authors: Sang Keun Choe, Hwijeen Ahn, Juhan Bae, Kewen Zhao, Minsoo Kang, Youngseog Chung, Adithya Pratapa, Willie Neiswanger, Emma Strubell, Teruko Mitamura, Jeff Schneider, Eduard Hovy, Roger Grosse, Eric Xing
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[175]  arXiv:2405.13911 (cross-list from cs.CV) [pdf, other]
Title: TOPA: Extend Large Language Models for Video Understanding via Text-Only Pre-Alignment
Authors: Wei Li, Hehe Fan, Yongkang Wong, Mohan Kankanhalli, Yi Yang
Comments: 32 pages, 12 figures, 11 tables
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[176]  arXiv:2405.13873 (cross-list from cs.AI) [pdf, other]
Title: FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering
Authors: Yuan Sui, Yufei He, Nian Liu, Xiaoxin He, Kun Wang, Bryan Hooi
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[177]  arXiv:2405.13872 (cross-list from cs.AI) [pdf, other]
Title: Image-of-Thought Prompting for Visual Reasoning Refinement in Multimodal Large Language Models
Authors: Qiji Zhou, Ruochen Zhou, Zike Hu, Panzhong Lu, Siyang Gao, Yue Zhang
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
[178]  arXiv:2405.13868 (cross-list from cs.LG) [pdf, other]
Title: Automatically Identifying Local and Global Circuits with Linear Computation Graphs
Authors: Xuyang Ge, Fukang Zhu, Wentao Shu, Junxuan Wang, Zhengfu He, Xipeng Qiu
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL)
[179]  arXiv:2405.13803 (cross-list from cs.HC) [pdf, other]
Title: Sunnie: An Anthropomorphic LLM-Based Conversational Agent for Mental Well-Being Activity Recommendation
Authors: Siyi Wu, Feixue Han, Bingsheng Yao, Tianyi Xie, Xuan Zhao, Dakuo Wang
Comments: In Submission
Subjects: Human-Computer Interaction (cs.HC); Computation and Language (cs.CL)
[180]  arXiv:2405.13602 (cross-list from cs.AI) [pdf, other]
Title: COTET: Cross-view Optimal Transport for Knowledge Graph Entity Typing
Authors: Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Ru Li, Jeff Z. Pan
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[181]  arXiv:2405.13568 (cross-list from cs.CR) [pdf, other]
Title: CPE-Identifier: Automated CPE identification and CVE summaries annotation with Deep Learning and NLP
Authors: Wanyu Hu, Vrizlynn L. L. Thing
Comments: International Conference on Information Systems Security and Privacy 2024
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[182]  arXiv:2405.13548 (cross-list from cs.SE) [pdf, other]
Title: ECLIPSE: Semantic Entropy-LCS for Cross-Lingual Industrial Log Parsing
Authors: Wei Zhang, Xianfu Cheng, Yi Zhang, Jian Yang, Hongcheng Guo, Zhoujun Li, Xiaolin Yin, Xiangyuan Guan, Xu Shi, Liangfan Zheng, Bo Zhang
Subjects: Software Engineering (cs.SE); Computation and Language (cs.CL)
[183]  arXiv:2405.13536 (cross-list from cs.LG) [pdf, other]
Title: Attention Mechanisms Don't Learn Additive Models: Rethinking Feature Importance for Transformers
Authors: Tobias Leemann, Alina Fastowski, Felix Pfeiffer, Gjergji Kasneci
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[184]  arXiv:2405.13522 (cross-list from cs.LG) [pdf, other]
Title: Beyond Trend and Periodicity: Guiding Time Series Forecasting with Textual Cues
Authors: Zhijian Xu, Yuxuan Bian, Jianyuan Zhong, Xiangyu Wen, Qiang Xu
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[185]  arXiv:2405.13517 (cross-list from cs.CR) [pdf, other]
Title: WaterPool: A Watermark Mitigating Trade-offs among Imperceptibility, Efficacy and Robustness
Authors: Baizhou Huang, Xiaojun Wan
Comments: 9 pages
Subjects: Cryptography and Security (cs.CR); Computation and Language (cs.CL)
[186]  arXiv:2405.13514 (cross-list from eess.AS) [pdf, other]
Title: Joint Optimization of Streaming and Non-Streaming Automatic Speech Recognition with Multi-Decoder and Knowledge Distillation
Authors: Muhammad Shakeel, Yui Sudo, Yifan Peng, Shinji Watanabe
Comments: Accepted to IEEE ICASSP 2024 workshop Hands-free Speech Communication and Microphone Arrays (HSCMA 2024)
Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL); Sound (cs.SD)
[187]  arXiv:2405.13401 (cross-list from cs.CR) [pdf, other]
Title: TrojanRAG: Retrieval-Augmented Generation Can Be Backdoor Driver in Large Language Models
Authors: Pengzhou Cheng, Yidong Ding, Tianjie Ju, Zongru Wu, Wei Du, Ping Yi, Zhuosheng Zhang, Gongshen Liu
Comments: 18 pages, 13 figures, 4 tables
Subjects: Cryptography and Security (cs.CR); Computation and Language (cs.CL)
[188]  arXiv:2405.13344 (cross-list from eess.AS) [pdf, other]
Title: Contextualized Automatic Speech Recognition with Dynamic Vocabulary
Authors: Yui Sudo, Yosuke Fukumoto, Muhammad Shakeel, Yifan Peng, Shinji Watanabe
Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL); Sound (cs.SD)
[189]  arXiv:2405.13245 (cross-list from cs.RO) [pdf, other]
Title: A Survey of Robotic Language Grounding: Tradeoffs Between Symbols and Embeddings
Authors: Vanya Cohen, Jason Xinyu Liu, Raymond Mooney, Stefanie Tellex, David Watkins
Comments: IJCAI 2024 Survey Track
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[190]  arXiv:2405.13219 (cross-list from cs.AI) [pdf, other]
Title: How Reliable AI Chatbots are for Disease Prediction from Patient Complaints?
Authors: Ayesha Siddika Nipu, K M Sajjadul Islam, Praveen Madiraju
Comments: 24th IEEE International Conference on Information Reuse and Integration (IEEE IRI 2024), San Jose, CA, USA
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[191]  arXiv:2405.13203 (cross-list from cs.LG) [pdf, other]
Title: Modeling Real-Time Interactive Conversations as Timed Diarized Transcripts
Authors: Garrett Tanzer, Gustaf Ahdritz, Luke Melas-Kyriazi
Comments: GT and GA contributed equally
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL)
[192]  arXiv:2405.13144 (cross-list from cs.AI) [pdf, other]
Title: Mamo: a Mathematical Modeling Benchmark with Solvers
Authors: Xuhan Huang, Qingning Shen, Yan Hu, Anningzhe Gao, Benyou Wang
Comments: Project: this https URL
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[193]  arXiv:2405.13127 (cross-list from cs.CV) [pdf, other]
Title: Towards Retrieval-Augmented Architectures for Image Captioning
Authors: Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Alessandro Nicolosi, Rita Cucchiara
Comments: ACM Transactions on Multimedia Computing, Communications and Applications (2024)
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Multimedia (cs.MM)
[194]  arXiv:2405.13077 (cross-list from cs.CR) [pdf, other]
Title: GPT-4 Jailbreaks Itself with Near-Perfect Success Using Self-Explanation
Authors: Govind Ramesh, Yao Dou, Wei Xu
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[195]  arXiv:2405.13052 (cross-list from cs.HC) [pdf, other]
Title: Large Language Models Can Infer Personality from Free-Form User Interactions
Authors: Heinrich Peters, Moran Cerf, Sandra C. Matz
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computers and Society (cs.CY); Machine Learning (cs.LG)
[196]  arXiv:2405.12990 (cross-list from q-fin.ST) [pdf, ps, other]
Title: BERT vs GPT for financial engineering
Authors: Edward Sharkey, Philip Treleaven
Subjects: Statistical Finance (q-fin.ST); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)

Wed, 22 May 2024

[197]  arXiv:2405.12939 [pdf, other]
Title: Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models
Authors: Zhangyue Yin, Qiushi Sun, Qipeng Guo, Zhiyuan Zeng, Xiaonan Li, Tianxiang Sun, Cheng Chang, Qinyuan Cheng, Ding Wang, Xiaofeng Mou, Xipeng Qiu, XuanJing Huang
Comments: 17 pages, 14 figures, accepted by LREC-COLING 2024
Subjects: Computation and Language (cs.CL)
[198]  arXiv:2405.12933 [pdf, other]
Title: Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs
Authors: Bilgehan Sel, Priya Shanmugasundaram, Mohammad Kachuee, Kun Zhou, Ruoxi Jia, Ming Jin
Comments: ACL 2024, long paper
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[199]  arXiv:2405.12929 [pdf, other]
Title: Code-mixed Sentiment and Hate-speech Prediction
Authors: Anjali Yadav, Tanya Garg, Matej Klemen, Matej Ulcar, Basant Agarwal, Marko Robnik Sikonja
Subjects: Computation and Language (cs.CL)
[200]  arXiv:2405.12915 [pdf, other]
Title: G-DIG: Towards Gradient-based DIverse and hiGh-quality Instruction Data Selection for Machine Translation
Authors: Xingyuan Pan, Luyang Huang, Liyan Kang, Zhicheng Liu, Yu Lu, Shanbo Cheng
Comments: Accepted to ACL 2024 main conference
Subjects: Computation and Language (cs.CL)
[201]  arXiv:2405.12910 [pdf, ps, other]
Title: Topic Modelling Case Law Using a Large Language Model and a New Taxonomy for UK Law: AI Insights into Summary Judgment
Authors: Holli Sargeant, Ahmed Izzidien, Felix Steffek
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Machine Learning (cs.LG)
[202]  arXiv:2405.12900 [pdf, other]
Title: Adversarial DPO: Harnessing Harmful Data for Reducing Toxicity with Minimal Impact on Coherence and Evasiveness in Dialogue Agents
Authors: San Kim, Gary Geunbae Lee
Comments: 15 pages, 7 figures, accepted to NAACL findings 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[203]  arXiv:2405.12884 [pdf, other]
Title: Investigating Persuasion Techniques in Arabic: An Empirical Study Leveraging Large Language Models
Authors: Abdurahmman Alzahrani, Eyad Babkier, Faisal Yanbaawi, Firas Yanbaawi, Hassan Alhuzali
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[204]  arXiv:2405.12819 [pdf, other]
Title: Large Language Models Meet NLP: A Survey
Authors: Libo Qin, Qiguang Chen, Xiachong Feng, Yang Wu, Yongheng Zhang, Yinghui Li, Min Li, Wanxiang Che, Philip S. Yu
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[205]  arXiv:2405.12801 [pdf, other]
Title: Comparing Neighbors Together Makes it Easy: Jointly Comparing Multiple Candidates for Efficient and Effective Retrieval
Authors: Jonghyun Song, Cheyon Jin, Wenlong Zhao, Jay-Yoon Lee
Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR); Machine Learning (cs.LG)
[206]  arXiv:2405.12788 [pdf, other]
Title: What Have We Achieved on Non-autoregressive Translation?
Authors: Yafu Li, Huajian Zhang, Jianhao Yan, Yongjing Yin, Yue Zhang
Comments: ACL 2024 Findings
Subjects: Computation and Language (cs.CL)
[207]  arXiv:2405.12744 [pdf, other]
Title: The Echoes of Multilinguality: Tracing Cultural Value Shifts during LM Fine-tuning
Authors: Rochelle Choenni, Anne Lauscher, Ekaterina Shutova
Subjects: Computation and Language (cs.CL)
[208]  arXiv:2405.12701 [pdf, other]
Title: OLAPH: Improving Factuality in Biomedical Long-form Question Answering
Authors: Minbyul Jeong, Hyeon Hwang, Chanwoong Yoon, Taewhoo Lee, Jaewoo Kang
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[209]  arXiv:2405.12689 [pdf, other]
Title: Spotting AI's Touch: Identifying LLM-Paraphrased Spans in Text
Authors: Yafu Li, Zhilin Wang, Leyang Cui, Wei Bi, Shuming Shi, Yue Zhang
Comments: ACL 2024 Findings
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[210]  arXiv:2405.12669 [pdf, other]
Title: A Survey on Multi-modal Machine Translation: Tasks, Methods and Challenges
Authors: Huangjun Shen, Liangying Shao, Wenbo Li, Zhibin Lan, Zhanyu Liu, Jinsong Su
Subjects: Computation and Language (cs.CL)
[211]  arXiv:2405.12656 [pdf, other]
Title: Retrieval-Augmented Language Model for Extreme Multi-Label Knowledge Graph Link Prediction
Authors: Yu-Hsiang Lin, Huang-Ting Shieh, Chih-Yu Liu, Kuang-Ting Lee, Hsiao-Cheng Chang, Jing-Lun Yang, Yu-Sheng Lin
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[212]  arXiv:2405.12630 [pdf, other]
Title: Exploration of Masked and Causal Language Modelling for Text Generation
Authors: Nicolo Micheletti, Samuel Belkadi, Lifeng Han, Goran Nenadic
Comments: working paper
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[213]  arXiv:2405.12619 [pdf, other]
Title: MentalQA: An Annotated Arabic Corpus for Questions and Answers of Mental Healthcare
Authors: Hassan Alhuzali, Ashwag Alasmari, Hamad Alsaleh
Comments: Ongoing (under-review), 10 pages, 7 figures, 5 tables
Subjects: Computation and Language (cs.CL)
[214]  arXiv:2405.12617 [pdf, other]
Title: Quantifying Emergence in Large Language Models
Authors: Hang Chen, Xinyu Yang, Jiaying Zhu, Wenya Wang
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[215]  arXiv:2405.12612 [pdf, other]
Title: Tagengo: A Multilingual Chat Dataset
Authors: Peter Devine
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[216]  arXiv:2405.12604 [pdf, other]
Title: Tiny Refinements Elicit Resilience: Toward Efficient Prefix-Model Against LLM Red-Teaming
Authors: Jiaxu Liu, Xiangyu Yin, Sihao Wu, Jianhong Wang, Meng Fang, Xinping Yi, Xiaowei Huang
Comments: Preprint, 10 pages main with 10 pages appendix
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[217]  arXiv:2405.12591 [pdf, other]
Title: Unlocking Data-free Low-bit Quantization with Matrix Decomposition for KV Cache Compression
Authors: Peiyu Liu, Ze-Feng Gao, Wayne Xin Zhao, Yipeng Ma, Tao Wang, Ji-Rong Wen
Comments: 11 pages, 6 figures
Subjects: Computation and Language (cs.CL)
[218]  arXiv:2405.12579 [pdf, other]
Title: Mining the Explainability and Generalization: Fact Verification Based on Self-Instruction
Authors: Guangyao Lu, Yulin Liu
Subjects: Computation and Language (cs.CL)
[219]  arXiv:2405.12532 [pdf, other]
Title: PyramidInfer: Pyramid KV Cache Compression for High-throughput LLM Inference
Authors: Dongjie Yang, XiaoDong Han, Yan Gao, Yao Hu, Shilin Zhang, Hai Zhao
Comments: Accepted by ACL 2024
Subjects: Computation and Language (cs.CL)
[220]  arXiv:2405.12528 [pdf, other]
Title: SirLLM: Streaming Infinite Retentive LLM
Authors: Yao Yao, Zuchao Li, Hai Zhao
Subjects: Computation and Language (cs.CL)
[221]  arXiv:2405.12522 [pdf, other]
Title: Sparse Autoencoders Enable Scalable and Reliable Circuit Identification in Language Models
Authors: Charles O'Neill, Thang Bui
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[222]  arXiv:2405.12468 [pdf, other]
Title: Leveraging Diverse Data Generation for Adaptable Zero-Shot Dialogue State Tracking
Authors: James D. Finch, Boxin Zhao, Jinho D. Choi
Subjects: Computation and Language (cs.CL)
[223]  arXiv:2405.12434 [pdf, other]
Title: Resolving Word Vagueness with Scenario-guided Adapter for Natural Language Inference
Authors: Yonghao Liu, Mengyu Li, Di Liang, Ximing Li, Fausto Giunchiglia, Lan Huang, Xiaoyue Feng, Renchu Guan
Comments: IJCAI24
Subjects: Computation and Language (cs.CL)
[224]  arXiv:2405.12413 [pdf, other]
Title: Targeted Multilingual Adaptation for Low-resource Language Families
Authors: C.M. Downey, Terra Blevins, Dhwani Serai, Dwija Parikh, Shane Steinert-Threlkeld
Subjects: Computation and Language (cs.CL)
[225]  arXiv:2405.12363 [pdf, other]
Title: Question-Based Retrieval using Atomic Units for Enterprise RAG
Authors: Vatsal Raina, Mark Gales
Comments: 10 pages, 2 figures, 3 tables
Subjects: Computation and Language (cs.CL)
[226]  arXiv:2405.12981 (cross-list from cs.LG) [pdf, other]
Title: Reducing Transformer Key-Value Cache Size with Cross-Layer Attention
Authors: William Brandon, Mayank Mishra, Aniruddha Nrusimha, Rameswar Panda, Jonathan Ragan Kelly
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL)
[227]  arXiv:2405.12875 (cross-list from cs.CV) [pdf, ps, other]
Title: Diffusion-RSCC: Diffusion Probabilistic Model for Change Captioning in Remote Sensing Images
Authors: Xiaofei Yu, Yitong Li, Jie Ma
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)
[228]  arXiv:2405.12856 (cross-list from stat.ML) [pdf, other]
Title: LLM Processes: Numerical Predictive Distributions Conditioned on Natural Language
Authors: James Requeima, John Bronskill, Dami Choi, Richard E. Turner, David Duvenaud
Subjects: Machine Learning (stat.ML); Computation and Language (cs.CL); Machine Learning (cs.LG)
[229]  arXiv:2405.12775 (cross-list from cs.MM) [pdf, other]
Title: Unsupervised Multimodal Clustering for Semantics Discovery in Multimodal Utterances
Authors: Hanlei Zhang, Hua Xu, Fei Long, Xin Wang, Kai Gao
Comments: Accepted by ACL 2024, Main Conference, Long Paper
Subjects: Multimedia (cs.MM); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[230]  arXiv:2405.12715 (cross-list from cs.IR) [pdf, other]
Title: RecGPT: Generative Pre-training for Text-based Recommendation
Authors: Hoang Ngo, Dat Quoc Nguyen
Comments: Accepted to the ACL 2024 main conference
Subjects: Information Retrieval (cs.IR); Computation and Language (cs.CL)
[231]  arXiv:2405.12712 (cross-list from cs.SE) [pdf, other]
Title: From Human-to-Human to Human-to-Bot Conversations in Software Engineering
Authors: Ranim Khojah, Francisco Gomes de Oliveira Neto, Philipp Leitner
Comments: Accepted at the 1st ACM International Conference on AI-powered Software (AIware) 2024
Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Human-Computer Interaction (cs.HC)
[232]  arXiv:2405.12705 (cross-list from cs.CV) [pdf, other]
Title: Multimodal Adaptive Inference for Document Image Classification with Anytime Early Exiting
Authors: Omar Hamed, Souhail Bakkali, Marie-Francine Moens, Matthew Blaschko, Jordy Van Landeghem
Comments: Accepted at ICDAR 2024
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL); Machine Learning (cs.LG)
[233]  arXiv:2405.12564 (cross-list from q-bio.QM) [pdf, other]
Title: ProtT3: Protein-to-Text Generation for Text-based Protein Understanding
Authors: Zhiyuan Liu, An Zhang, Hao Fei, Enzhi Zhang, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua
Comments: ACL 2024, 9 pages
Subjects: Quantitative Methods (q-bio.QM); Computation and Language (cs.CL); Multimedia (cs.MM)
[234]  arXiv:2405.12438 (cross-list from cs.HC) [pdf, other]
Title: CoCo Matrix: Taxonomy of Cognitive Contributions in Co-writing with Intelligent Agents
Authors: Ruyuan Wan, Simret Gebreegziabhe, Toby Jia-Jun Li, Karla Badillo-Urquiola
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[235]  arXiv:2405.12368 (cross-list from cs.AI) [pdf, other]
Title: Layout Agnostic Human Activity Recognition in Smart Homes through Textual Descriptions Of Sensor Triggers (TDOST)
Authors: Megha Thukral, Sourish Gunesh Dhekane, Shruthi K. Hiremath, Harish Haresamudram, Thomas Ploetz
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Human-Computer Interaction (cs.HC)
[236]  arXiv:2405.12250 (cross-list from cs.LG) [pdf, other]
Title: Your Transformer is Secretly Linear
Authors: Anton Razzhigaev, Matvey Mikhalchuk, Elizaveta Goncharova, Nikolai Gerasimenko, Ivan Oseledets, Denis Dimitrov, Andrey Kuznetsov
Comments: 9 pages, 9 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)

Tue, 21 May 2024

[237]  arXiv:2405.12209 [pdf, other]
Title: MathBench: Evaluating the Theory and Application Proficiency of LLMs with a Hierarchical Mathematics Benchmark
Authors: Hongwei Liu, Zilong Zheng, Yuxuan Qiao, Haodong Duan, Zhiwei Fei, Fengzhe Zhou, Wenwei Zhang, Songyang Zhang, Dahua Lin, Kai Chen
Comments: Project: this https URL
Subjects: Computation and Language (cs.CL)
[238]  arXiv:2405.12206 [pdf, other]
Title: Modeling citation worthiness by using attention-based bidirectional long short-term memory networks and interpretable models
Authors: Tong Zeng, Daniel E. Acuna
Journal-ref: Scientometrics 124, 399-428 (2020)
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[239]  arXiv:2405.12174 [pdf, other]
Title: CT-Eval: Benchmarking Chinese Text-to-Table Performance in Large Language Models
Authors: Haoxiang Shi, Jiaan Wang, Jiarong Xu, Cen Wang, Tetsuya Sakai
Comments: 10 pages
Subjects: Computation and Language (cs.CL)
[240]  arXiv:2405.12163 [pdf, other]
Title: Fennec: Fine-grained Language Model Evaluation and Correction Extended through Branching and Bridging
Authors: Xiaobo Liang, Haoke Zhang, Helan hu, Juntao Li, Jun Xu, Min Zhang
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[241]  arXiv:2405.12130 [pdf, other]
Title: MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning
Authors: Ting Jiang, Shaohan Huang, Shengyue Luo, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang, Deqing Wang, Fuzhen Zhuang
Comments: Work in Progress
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[242]  arXiv:2405.12109 [pdf, other]
Title: Linguistic Structure from a Bottleneck on Sequential Information Processing
Authors: Richard Futrell, Michael Hahn
Subjects: Computation and Language (cs.CL); Information Theory (cs.IT)
[243]  arXiv:2405.12100 [pdf, other]
Title: DOP: Diagnostic-Oriented Prompting for Large Language Models in Mathematical Correction
Authors: Hao Chen, Biaojie Zeng, Xin Lin, Liang He, Aimin Zhou
Subjects: Computation and Language (cs.CL)
[244]  arXiv:2405.12084 [pdf, ps, other]
Title: Distributional Semantics, Holism, and the Instability of Meaning
Authors: Jumbly Grindrod, J.D. Porter, Nat Hansen
Subjects: Computation and Language (cs.CL)
[245]  arXiv:2405.12081 [pdf, other]
Title: Selective Annotation via Data Allocation: These Data Should Be Triaged to Experts for Annotation Rather Than the Model
Authors: Chen Huang, Yang Deng, Wenqiang Lei, Jiancheng Lv, Ido Dagan
Comments: 18 pages, 4 figures
Subjects: Computation and Language (cs.CL)
[246]  arXiv:2405.12063 [pdf, other]
Title: CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models
Authors: Tong Zhang, Peixin Qin, Yang Deng, Chen Huang, Wenqiang Lei, Junhong Liu, Dingnan Jin, Hongru Liang, Tat-Seng Chua
Comments: Accepted to ACL 2024
Subjects: Computation and Language (cs.CL)
[247]  arXiv:2405.12059 [pdf, other]
Title: STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents
Authors: Yue Chen, Chen Huang, Yang Deng, Wenqiang Lei, Dingnan Jin, Jia Liu, Tat-Seng Chua
Comments: Accepted to Findings of ACL 2024
Subjects: Computation and Language (cs.CL)
[248]  arXiv:2405.12055 [pdf, other]
Title: Unveiling factors influencing judgment variation in Sentiment Analysis with Natural Language Processing and Statistics
Authors: Olga Kellert, Carlos Gómez-Rodríguez, Mahmud Uz Zaman
Comments: Accepted manuscript to be published in PLoS One
Subjects: Computation and Language (cs.CL)
[249]  arXiv:2405.12021 [pdf, other]
Title: Can AI Relate: Testing Large Language Model Response for Mental Health Support
Authors: Saadia Gabriel, Isha Puri, Xuhai Xu, Matteo Malgaroli, Marzyeh Ghassemi
Comments: Under review
Subjects: Computation and Language (cs.CL)
[250]  arXiv:2405.11983 [pdf, other]
Title: A review on the use of large language models as virtual tutors
Authors: Silvia García-Méndez, Francisco de Arriba-Pérez, María del Carmen Somoza-López
Journal-ref: Science & Education (2024), 1-16
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[251]  arXiv:2405.11966 [pdf, other]
Title: Multiple-Choice Questions are Efficient and Robust LLM Evaluators
Authors: Ziyin Zhang, Lizhen Xu, Zhaokun Jiang, Hongkun Hao, Rui Wang
Comments: data at this https URL
Subjects: Computation and Language (cs.CL)
[252]  arXiv:2405.11950 [pdf, other]
Title: WisPerMed at BioLaySumm: Adapting Autoregressive Large Language Models for Lay Summarization of Scientific Articles
Authors: Tabea M. G. Pakull, Hendrik Damm, Ahmad Idrissi-Yaghir, Henning Schäfer, Peter A. Horn, Christoph M. Friedrich
Comments: 4 pages, 6 figure, 3 tables, submitted to: BIONLP 2024 and Shared Tasks @ ACL 2024
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[253]  arXiv:2405.11942 [pdf, other]
Title: FAME-MT Dataset: Formality Awareness Made Easy for Machine Translation Purposes
Authors: Dawid Wiśniewski, Zofia Rostek, Artur Nowakowski
Comments: Accepted at EAMT 2024
Subjects: Computation and Language (cs.CL)
[254]  arXiv:2405.11941 [pdf, other]
Title: Biomedical Entity Linking for Dutch: Fine-tuning a Self-alignment BERT Model on an Automatically Generated Wikipedia Corpus
Authors: Fons Hartendorp, Tom Seinen, Erik van Mulligen, Suzan Verberne
Comments: Published in the CL4Health workshop on Patient-oriented language processing @ LREC-COLING 2024
Subjects: Computation and Language (cs.CL)
[255]  arXiv:2405.11937 [pdf, other]
Title: Chasing COMET: Leveraging Minimum Bayes Risk Decoding for Self-Improving Machine Translation
Authors: Kamil Guttmann, Mikołaj Pokrywka, Adrian Charkiewicz, Artur Nowakowski
Comments: EAMT 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[256]  arXiv:2405.11912 [pdf, other]
Title: ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation
Authors: Chen Huang, Yiping Jin, Ilija Ilievski, Wenqiang Lei, Jiancheng Lv
Comments: Accepted to ACL 2024
Subjects: Computation and Language (cs.CL); Human-Computer Interaction (cs.HC)
[257]  arXiv:2405.11904 [pdf, other]
Title: A Constraint-Enforcing Reward for Adversarial Attacks on Text Classifiers
Authors: Tom Roth, Inigo Jauregi Unanue, Alsharif Abuadbba, Massimo Piccardi
Subjects: Computation and Language (cs.CL)
[258]  arXiv:2405.11897 [pdf, other]
Title: CReMa: Crisis Response through Computational Identification and Matching of Cross-Lingual Requests and Offers Shared on Social Media
Authors: Rabindra Lamsal, Maria Rodriguez Read, Shanika Karunasekera, Muhammad Imran
Comments: This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible
Subjects: Computation and Language (cs.CL)
[259]  arXiv:2405.11891 [pdf, ps, other]
Title: Unveiling and Manipulating Prompt Influence in Large Language Models
Authors: Zijian Feng, Hanzhang Zhou, Zixiao Zhu, Junlang Qian, Kezhi Mao
Comments: ICLR 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[260]  arXiv:2405.11877 [pdf, other]
Title: A Novel Cartography-Based Curriculum Learning Method Applied on RoNLI: The First Romanian Natural Language Inference Corpus
Authors: Eduard Poesina, Cornelia Caragea, Radu Tudor Ionescu
Comments: Accepted at ACL 2024 (Main)
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[261]  arXiv:2405.11874 [pdf, other]
Title: xFinder: Robust and Pinpoint Answer Extraction for Large Language Models
Authors: Qingchen Yu, Zifan Zheng, Shichao Song, Zhiyu Li, Feiyu Xiong, Bo Tang, Ding Chen
Comments: 37 Pages
Subjects: Computation and Language (cs.CL)
[262]  arXiv:2405.11870 [pdf, other]
Title: Intuitive Fine-Tuning: Towards Unifying SFT and RLHF into a Single Process
Authors: Ermo Hua, Biqing Qi, Kaiyan Zhang, Yue Yu, Ning Ding, Xingtai Lv, Kai Tian, Bowen Zhou
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[263]  arXiv:2405.11865 [pdf, other]
Title: CoNLL#: Fine-grained Error Analysis and a Corrected Test Set for CoNLL-03 English
Authors: Andrew Rueda, Elena Álvarez Mellado, Constantine Lignos
Comments: Accepted to LREC-COLING 2024
Journal-ref: Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). 3718-3728
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[264]  arXiv:2405.11819 [pdf, other]
Title: Beyond MLE: Investigating SEARNN for Low-Resourced Neural Machine Translation
Authors: Chris Emezue
Comments: In fulfillment of the 2024 practical coursework of IFT6132 course: this https URL
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[265]  arXiv:2405.11804 [pdf, other]
Title: (Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts
Authors: Minghao Wu, Yulin Yuan, Gholamreza Haffari, Longyue Wang
Comments: work in progress
Subjects: Computation and Language (cs.CL)
[266]  arXiv:2405.11775 [pdf, other]
Title: Exploring Ordinality in Text Classification: A Comparative Study of Explicit and Implicit Techniques
Authors: Siva Rajesh Kasa, Aniket Goel, Karan Gupta, Sumegh Roychowdhury, Anish Bhanushali, Nikhil Pattisapu, Prasanna Srinivasa Murthy
Comments: Findings of ACL 2024
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[267]  arXiv:2405.11724 [pdf, other]
Title: Token-wise Influential Training Data Retrieval for Large Language Models
Authors: Huawei Lin, Jikai Long, Zhaozhuo Xu, Weijie Zhao
Comments: Accepted to ACL 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR); Information Retrieval (cs.IR)
[268]  arXiv:2405.11668 [pdf, other]
Title: Cyber Risks of Machine Translation Critical Errors : Arabic Mental Health Tweets as a Case Study
Authors: Hadeel Saadany, Ashraf Tantawy, Constantin Orasan
Subjects: Computation and Language (cs.CL)
[269]  arXiv:2405.11637 [pdf, ps, other]
Title: Zero-Shot Stance Detection using Contextual Data Generation with LLMs
Authors: Ghazaleh Mahmoudi, Babak Behkamkia, Sauleh Eetemadi
Comments: 5 pages, AAAI-2024 Workshop on Public Sector LLMs
Journal-ref: AAAI-2024 Workshop on Public Sector LLMs: Algorithmic and Sociotechnical Design
Subjects: Computation and Language (cs.CL)
[270]  arXiv:2405.11622 [pdf, other]
Title: Continuous Predictive Modeling of Clinical Notes and ICD Codes in Patient Health Records
Authors: Mireia Hernandez Caralt, Clarence Boon Liang Ng, Marek Rei
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[271]  arXiv:2405.11613 [pdf, other]
Title: Decoding by Contrasting Knowledge: Enhancing LLMs' Confidence on Edited Facts
Authors: Baolong Bi, Shenghua Liu, Lingrui Mei, Yiwei Wang, Pengliang Ji, Xueqi Cheng
Subjects: Computation and Language (cs.CL)
[272]  arXiv:2405.11597 [pdf, other]
Title: Language Reconstruction with Brain Predictive Coding from fMRI Data
Authors: Congchi Yin, Ziyi Ye, Piji Li
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[273]  arXiv:2405.11579 [pdf, ps, other]
Title: Exploring the Capabilities of Prompted Large Language Models in Educational and Assessment Applications
Authors: Subhankar Maity, Aniket Deroy, Sudeshna Sarkar
Comments: Accepted at EDM 2024
Subjects: Computation and Language (cs.CL)
[274]  arXiv:2405.11577 [pdf, other]
Title: A Multi-Perspective Analysis of Memorization in Large Language Models
Authors: Bowen Chen, Namgi Han, Yusuke Miyao
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[275]  arXiv:2405.11575 [pdf, other]
Title: SEEP: Training Dynamics Grounds Latent Representation Search for Mitigating Backdoor Poisoning Attacks
Authors: Xuanli He, Qiongkai Xu, Jun Wang, Benjamin I. P. Rubinstein, Trevor Cohn
Comments: accepted to TACL
Subjects: Computation and Language (cs.CL); Cryptography and Security (cs.CR)
[276]  arXiv:2405.11559 [pdf, ps, other]
Title: DaVinci at SemEval-2024 Task 9: Few-shot prompting GPT-3.5 for Unconventional Reasoning
Authors: Suyash Vardhan Mathur, Akshett Rai Jindal, Manish Shrivastava
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[277]  arXiv:2405.11524 [pdf, other]
Title: Simple-Sampling and Hard-Mixup with Prototypes to Rebalance Contrastive Learning for Text Classification
Authors: Mengyu Li, Yonghao Liu, Fausto Giunchiglia, Xiaoyue Feng, Renchu Guan
Comments: 12 pages, 9 figures
Subjects: Computation and Language (cs.CL)
[278]  arXiv:2405.11519 [pdf, other]
Title: MSNER: A Multilingual Speech Dataset for Named Entity Recognition
Authors: Quentin Meeus, Marie-Francine Moens, Hugo Van hamme
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[279]  arXiv:2405.11465 [pdf, other]
Title: Effective In-Context Example Selection through Data Compression
Authors: Zhongxiang Sun, Kepu Zhang, Haoyu Wang, Xiao Zhang, Jun Xu
Comments: Accepted by ACL 2024 finding
Subjects: Computation and Language (cs.CL)
[280]  arXiv:2405.11464 [pdf, other]
Title: Efficient Prompt Tuning by Multi-Space Projection and Prompt Fusion
Authors: Pengxiang Lan, Enneng Yang, Yuting Liu, Guibing Guo, Linying Jiang, Jianzhe Zhao, Xingwei Wang
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[281]  arXiv:2405.11446 [pdf, other]
Title: MAML-en-LLM: Model Agnostic Meta-Training of LLMs for Improved In-Context Learning
Authors: Sanchit Sinha, Yuguang Yue, Victor Soto, Mayank Kulkarni, Jianhua Lu, Aidong Zhang
Comments: KDD 2024, 11 pages(9 main, 2 ref, 1 App) Openreview this https URL&referrer=%5BAuthor%20Console%5D(%2Fgroup%3Fid%3DKDD.org%2F2024%2FResearch_Track%2FAuthors%23your-submissions)
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[282]  arXiv:2405.11430 [pdf, other]
Title: MHPP: Exploring the Capabilities and Limitations of Language Models Beyond Basic Code Generation
Authors: Jianbo Dai, Jianqiao Lu, Yunlong Feng, Rongju Ruan, Ming Cheng, Haochen Tan, Zhijiang Guo
Comments: 39 pages, dataset and code are available at this https URL
Subjects: Computation and Language (cs.CL)
[283]  arXiv:2405.11422 [pdf, other]
Title: Large Language Models are Biased Reinforcement Learners
Authors: William M. Hayes, Nicolas Yax, Stefano Palminteri
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[284]  arXiv:2405.11407 [pdf, ps, other]
Title: Can Public LLMs be used for Self-Diagnosis of Medical Conditions ?
Authors: Nikil Sharan Prabahar Balasubramanian, Sagnik Dakshit
Comments: 11 Pages, 4 figures, Submitted to ACM Transactions on Computing for Healthcare
Subjects: Computation and Language (cs.CL)
[285]  arXiv:2405.11403 [pdf, other]
Title: MapCoder: Multi-Agent Code Generation for Competitive Problem Solving
Authors: Md. Ashraful Islam, Mohammed Eunus Ali, Md Rizwan Parvez
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[286]  arXiv:2405.11357 [pdf, ps, other]
Title: Large Language Models Lack Understanding of Character Composition of Words
Authors: Andrew Shin, Kunitake Kaneko
Subjects: Computation and Language (cs.CL)
[287]  arXiv:2405.11301 [pdf, other]
Title: Enhancing Fine-Grained Image Classifications via Cascaded Vision Language Models
Authors: Canshi Wei
Subjects: Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
[288]  arXiv:2405.11297 [pdf, other]
Title: Unveiling Key Aspects of Fine-Tuning in Sentence Embeddings: A Representation Rank Analysis
Authors: Euna Jung, Jaeill Kim, Jungmin Ko, Jinwoo Park, Wonjong Rhee
Subjects: Computation and Language (cs.CL)
[289]  arXiv:2405.11290 [pdf, other]
Title: MBIAS: Mitigating Bias in Large Language Models While Retaining Context
Authors: Shaina Raza, Ananya Raval, Veronica Chatrath
Subjects: Computation and Language (cs.CL)
[290]  arXiv:2405.11282 [pdf, other]
Title: Estimating the Level of Dialectness Predicts Interannotator Agreement in Multi-dialect Arabic Datasets
Authors: Amr Keleg, Walid Magdy, Sharon Goldwater
Comments: Accepted to ACL 2024 (Main)
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[291]  arXiv:2405.11277 [pdf, other]
Title: Action Controlled Paraphrasing
Authors: Ning Shi, Zijun Wu, Lili Mou
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[292]  arXiv:2405.11265 [pdf, other]
Title: EnviroExam: Benchmarking Environmental Science Knowledge of Large Language Models
Authors: Yu Huang, Liang Guo, Wanqian Guo, Zhe Tao, Yang Lv, Zhihao Sun, Dongfang Zhao
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[293]  arXiv:2405.11264 [pdf, ps, other]
Title: Cross-Language Assessment of Mathematical Capability of ChatGPT
Authors: Gargi Sathe, Aneesh Shamraj, Aditya Surve, Nahush Patil, Kumkum Saxena
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[294]  arXiv:2405.11255 [pdf, other]
Title: WisPerMed at "Discharge Me!": Advancing Text Generation in Healthcare with Large Language Models, Dynamic Expert Selection, and Priming Techniques on MIMIC-IV
Authors: Hendrik Damm, Tabea M. G. Pakull, Bahadır Eryılmaz, Helmut Becker, Ahmad Idrissi-Yaghir, Henning Schäfer, Sergej Schultenkämper, Christoph M. Friedrich
Comments: 8 pages, 6 tables, 8 figures, submitted to: BioNLP 2024 and Shared Tasks @ ACL 2024
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[295]  arXiv:2405.11222 [pdf, other]
Title: Transformer based neural networks for emotion recognition in conversations
Authors: Claudiu Creanga, Liviu P. Dinu
Subjects: Computation and Language (cs.CL)
[296]  arXiv:2405.11219 [pdf, other]
Title: Identifying and Aligning Medical Claims Made on Social Media with Medical Evidence
Authors: Anthony Hughes, Xingyi Song
Subjects: Computation and Language (cs.CL); Social and Information Networks (cs.SI)
[297]  arXiv:2405.11215 [pdf, other]
Title: MemeMQA: Multimodal Question Answering for Memes via Rationale-Based Inferencing
Authors: Siddhant Agarwal, Shivam Sharma, Preslav Nakov, Tanmoy Chakraborty
Comments: The paper has been accepted in ACL'24 (Findings)
Subjects: Computation and Language (cs.CL); Computers and Society (cs.CY)
[298]  arXiv:2405.11212 [pdf, other]
Title: Automated Text Identification Using CNN and Training Dynamics
Authors: Claudiu Creanga, Liviu Petrisor Dinu
Journal-ref: Vol-3496, 2023, 4-8
Subjects: Computation and Language (cs.CL)
[299]  arXiv:2405.11200 [pdf, other]
Title: LexGen: Domain-aware Multilingual Lexicon Generation
Authors: Karthika NJ, Ayush Maheshwari, Atul Kumar Singh, Preethi Jyothi, Ganesh Ramakrishnan, Krishnakant Bhatt
Subjects: Computation and Language (cs.CL)
[300]  arXiv:2405.11197 [pdf, other]
Title: Designing NLP Systems That Adapt to Diverse Worldviews
Authors: Claudiu Creanga, Liviu P. Dinu
Subjects: Computation and Language (cs.CL)
[301]  arXiv:2405.11192 [pdf, other]
Title: BrainStorm @ iREL at SMM4H 2024: Leveraging Translation and Topical Embeddings for Annotation Detection in Tweets
Authors: Manav Chaudhary, Harshit Gupta, Vasudeva Varma
Comments: Submitted to SMM4H, colocated at ACL 2024
Subjects: Computation and Language (cs.CL); Social and Information Networks (cs.SI)
[302]  arXiv:2405.11178 [pdf, other]
Title: Automating PTSD Diagnostics in Clinical Interviews: Leveraging Large Language Models for Trauma Assessments
Authors: Sichang Tu, Abigail Powers, Natalie Merrill, Negar Fani, Sierra Carter, Stephen Doogan, Jinho D. Choi
Subjects: Computation and Language (cs.CL)
[303]  arXiv:2405.11162 [pdf, other]
Title: LG AI Research & KAIST at EHRSQL 2024: Self-Training Large Language Models with Pseudo-Labeled Unanswerable Questions for a Reliable Text-to-SQL System on EHRs
Authors: Yongrae Jo, Seongyun Lee, Minju Seo, Sung Ju Hwang, Moontae Lee
Comments: NAACL 2024 Clinical NLP Workshop
Subjects: Computation and Language (cs.CL)
[304]  arXiv:2405.11125 [pdf, other]
Title: A Reproducibility Study on Quantifying Language Similarity: The Impact of Missing Values in the URIEL Knowledge Base
Authors: Hasti Toossi, Guo Qing Huai, Jinyu Liu, Eric Khiu, A. Seza Doğruöz, En-Shiun Annie Lee
Comments: NAACL 2024 SRW
Subjects: Computation and Language (cs.CL)
[305]  arXiv:2405.11117 [pdf, ps, other]
Title: Dynamic Embeddings with Task-Oriented prompting
Authors: Allmin Balloccu, Jack Zhang
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[306]  arXiv:2405.11086 [pdf, other]
Title: Multilingual Substitution-based Word Sense Induction
Authors: Denis Kokosinskii, Nikolay Arefyev
Subjects: Computation and Language (cs.CL)
[307]  arXiv:2405.11083 [pdf, other]
Title: Prompt Exploration with Prompt Regression
Authors: Michael Feffer, Ronald Xu, Yuekai Sun, Mikhail Yurochkin
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[308]  arXiv:2405.11055 [pdf, other]
Title: Leveraging Discourse Structure for Extractive Meeting Summarization
Authors: Virgile Rennard, Guokan Shang, Michalis Vazirgiannis, Julie Hunter
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[309]  arXiv:2405.11040 [pdf, other]
Title: From Generalist to Specialist: Improving Large Language Models for Medical Physics Using ARCoT
Authors: Jace Grandinetti, Rafe McBeth
Comments: 8 pages, 3 figures, 1 table
Subjects: Computation and Language (cs.CL); Medical Physics (physics.med-ph)
[310]  arXiv:2405.11039 [pdf, other]
Title: CC-GPX: Extracting High-Quality Annotated Geospatial Data from Common Crawl
Authors: Ilya Ilyankou, James Haworth, Stefano Cavazzi
Subjects: Computation and Language (cs.CL)
[311]  arXiv:2405.11030 [pdf, other]
Title: The Unappreciated Role of Intent in Algorithmic Moderation of Social Media Content
Authors: Xinyu Wang, Sai Koneru, Pranav Narayanan Venkit, Brett Frischmann, Sarah Rajtmajer
Subjects: Computation and Language (cs.CL)
[312]  arXiv:2405.11014 [pdf, ps, other]
Title: The Arabic Noun System Generation
Authors: Abdelhadi Soudi, Violetta Cavalli-Sforza, Abderrahim Jamari
Comments: In Proceedings of The International Conference on Arabic Processing, Lamanouba University, April 2002, Tunisia
Subjects: Computation and Language (cs.CL)
[313]  arXiv:2405.12147 (cross-list from cs.AI) [pdf, other]
Title: Eliciting Problem Specifications via Large Language Models
Authors: Robert E. Wray, James R. Kirk, John E. Laird
Comments: 18 pages, Appendix. Submitted to Advances in Cognitive Systems 2024
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[314]  arXiv:2405.12119 (cross-list from cs.IR) [pdf, other]
Title: Reindex-Then-Adapt: Improving Large Language Models for Conversational Recommendation
Authors: Zhankui He, Zhouhang Xie, Harald Steck, Dawen Liang, Rahul Jha, Nathan Kallus, Julian McAuley
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[315]  arXiv:2405.12107 (cross-list from cs.CV) [pdf, other]
Title: Imp: Highly Capable Large Multimodal Models for Mobile Devices
Authors: Zhenwei Shao, Zhou Yu, Jun Yu, Xuecheng Ouyang, Lihao Zheng, Zhenbiao Gai, Mingyang Wang, Jiajun Ding
Comments: 19 pages, 6 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)
[316]  arXiv:2405.12035 (cross-list from cs.AI) [pdf, other]
Title: KG-RAG: Bridging the Gap Between Knowledge and Creativity
Authors: Diego Sanmartin
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Information Retrieval (cs.IR)
[317]  arXiv:2405.11919 (cross-list from cs.LG) [pdf, other]
Title: On Efficient and Statistical Quality Estimation for Data Annotation
Authors: Jan-Christoph Klie, Rahul Nair, Juan Haladjian, Marc Kirchner
Comments: Accepted to ACL 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[318]  arXiv:2405.11880 (cross-list from cs.LG) [pdf, other]
Title: Quantifying In-Context Reasoning Effects and Memorization Effects in LLMs
Authors: Siyu Lou, Yuntian Chen, Xiaodan Liang, Liang Lin, Quanshi Zhang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
[319]  arXiv:2405.11817 (cross-list from cs.ET) [pdf, ps, other]
Title: Systematic Review on Healthcare Systems Engineering utilizing ChatGPT
Authors: Jungwoo Kim, Ji-Su Lee, Huijae Kim, Taesik Lee
Subjects: Emerging Technologies (cs.ET); Computation and Language (cs.CL)
[320]  arXiv:2405.11783 (cross-list from cs.LG) [pdf, ps, other]
Title: Inverse Design of Metal-Organic Frameworks Using Quantum Natural Language Processing
Authors: Shinyoung Kang, Jihan Kim
Comments: 45 pages, 7 figures, 6 supplementary figures, 1 table, 1 supplementary table
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Quantum Physics (quant-ph)
[321]  arXiv:2405.11685 (cross-list from cs.CV) [pdf, other]
Title: ColorFoil: Investigating Color Blindness in Large Vision and Language Models
Authors: Ahnaf Mozib Samin, M. Firoz Ahmed, Md. Mushtaq Shahriyar Rafee
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)
[322]  arXiv:2405.11640 (cross-list from cs.AI) [pdf, other]
Title: Inquire, Interact, and Integrate: A Proactive Agent Collaborative Framework for Zero-Shot Multimodal Medical Reasoning
Authors: Zishan Gu, Fenglin Liu, Changchang Yin, Ping Zhang
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
[323]  arXiv:2405.11582 (cross-list from cs.CV) [pdf, other]
Title: SLAB: Efficient Transformers with Simplified Linear Attention and Progressive Re-parameterized Batch Normalization
Authors: Jialong Guo, Xinghao Chen, Yehui Tang, Yunhe Wang
Comments: Accepted to ICML 2024
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)
[324]  arXiv:2405.11461 (cross-list from cs.IR) [pdf, other]
Title: DocReLM: Mastering Document Retrieval with Language Model
Authors: Gengchen Wei, Xinle Pang, Tianning Zhang, Yu Sun, Xun Qian, Chen Lin, Han-Sen Zhong, Wanli Ouyang
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[325]  arXiv:2405.11459 (cross-list from eess.SP) [pdf, other]
Title: Du-IN: Discrete units-guided mask modeling for decoding speech from Intracranial Neural signals
Authors: Hui Zheng, Hai-Teng Wang, Wei-Bang Jiang, Zhong-Tao Chen, Li He, Pei-Yang Lin, Peng-Hu Wei, Guo-Guang Zhao, Yun-Zhe Liu
Subjects: Signal Processing (eess.SP); Computation and Language (cs.CL); Neurons and Cognition (q-bio.NC)
[326]  arXiv:2405.11441 (cross-list from cs.IR) [pdf, other]
Title: EmbSum: Leveraging the Summarization Capabilities of Large Language Models for Content-Based Recommendations
Authors: Chiyu Zhang, Yifei Sun, Minghao Wu, Jun Chen, Jie Lei, Muhammad Abdul-Mageed, Rong Jin, Angli Liu, Ji Zhu, Sem Park, Ning Yao, Bo Long
Comments: Under review
Subjects: Information Retrieval (cs.IR); Computation and Language (cs.CL)
[327]  arXiv:2405.11424 (cross-list from cs.DM) [pdf, ps, other]
Title: Metric Dimension and Resolvability of Jaccard Spaces
Authors: Manuel E. Lladser, Alexander J. Paradise
Comments: 12 pages, 1 table
Subjects: Discrete Mathematics (cs.DM); Computation and Language (cs.CL); Combinatorics (math.CO); Probability (math.PR)
[328]  arXiv:2405.11273 (cross-list from cs.AI) [pdf, other]
Title: Uni-MoE: Scaling Unified Multimodal LLMs with Mixture of Experts
Authors: Yunxin Li, Shenyuan Jiang, Baotian Hu, Longyue Wang, Wanqi Zhong, Wenhan Luo, Lin Ma, Min Zhang
Comments: 22 pages, 13 figures. Project Website: this https URL Working in progress
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV); Multimedia (cs.MM)
[329]  arXiv:2405.11227 (cross-list from cs.CR) [pdf, other]
Title: BadActs: A Universal Backdoor Defense in the Activation Space
Authors: Biao Yi, Sishuo Chen, Yiming Li, Tong Li, Baolei Zhang, Zheli Liu
Comments: ACL2024 Findings
Subjects: Cryptography and Security (cs.CR); Computation and Language (cs.CL)
[330]  arXiv:2405.11181 (cross-list from cs.AI) [pdf, other]
Title: Towards Knowledge-Infused Automated Disease Diagnosis Assistant
Authors: Mohit Tomar, Abhisek Tiwari, Sriparna Saha
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[331]  arXiv:2405.11157 (cross-list from cs.LG) [pdf, other]
Title: Towards Modular LLMs by Building and Reusing a Library of LoRAs
Authors: Oleksiy Ostapenko, Zhan Su, Edoardo Maria Ponti, Laurent Charlin, Nicolas Le Roux, Matheus Pereira, Lucas Caccia, Alessandro Sordoni
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL)
[332]  arXiv:2405.11143 (cross-list from cs.AI) [pdf, other]
Title: OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF Framework
Authors: Jian Hu, Xibin Wu, Weixun Wang, Xianyu, Dehao Zhang, Yu Cao
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[333]  arXiv:2405.11109 (cross-list from cs.CR) [pdf, other]
Title: Enhancing Watermarked Language Models to Identify Users
Authors: Aloni Cohen, Alexander Hoover, Gabe Schoenbach
Comments: 37 pages
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[334]  arXiv:2405.11106 (cross-list from cs.MA) [pdf, other]
Title: LLM-based Multi-Agent Reinforcement Learning: Current and Future Directions
Authors: Chuanneng Sun, Songjun Huang, Dario Pompili
Comments: 8 pages, 1 figure, 1 table, submitted to IEEE RA-L
Subjects: Multiagent Systems (cs.MA); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG); Robotics (cs.RO)
[335]  arXiv:2405.11100 (cross-list from cs.AI) [pdf, other]
Title: Are Large Language Models Moral Hypocrites? A Study Based on Moral Foundations
Authors: José Luiz Nunes, Guilherme F. C. F. Almeida, Marcelo de Araujo, Simone D. J. Barbosa
Comments: 13 pages, 4 figures, 2 tables
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[336]  arXiv:2405.11093 (cross-list from eess.AS) [pdf, other]
Title: AudioSetMix: Enhancing Audio-Language Datasets with LLM-Assisted Augmentations
Authors: David Xu
Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL); Multimedia (cs.MM); Sound (cs.SD)
[337]  arXiv:2405.11070 (cross-list from cs.AI) [pdf, other]
Title: Jill Watson: A Virtual Teaching Assistant powered by ChatGPT
Authors: Karan Taneja, Pratyusha Maiti, Sandeep Kakar, Pranav Guruprasad, Sanjeev Rao, Ashok K. Goel
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[338]  arXiv:2405.11029 (cross-list from cs.LG) [pdf, other]
Title: Generative Artificial Intelligence: A Systematic Review and Applications
Authors: Sandeep Singh Sengar, Affan Bin Hasan, Sanjay Kumar, Fiona Carroll
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
[339]  arXiv:2405.11009 (cross-list from q-bio.OT) [pdf, other]
Title: Petri nets in modelling glucose regulating processes in the liver
Authors: Kamila Barylska, Anna Gogolińska
Comments: submitted to International Workshop on Petri Nets and Software Engineering (PNSE 2024)
Subjects: Other Quantitative Biology (q-bio.OT); Computation and Language (cs.CL)
[340]  arXiv:2405.10999 (cross-list from cs.LG) [pdf, other]
Title: Large Language Models for Tuning Evolution Strategies
Authors: Oliver Kramer
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL); Neural and Evolutionary Computing (cs.NE)
[341]  arXiv:2405.10989 (cross-list from cs.LG) [pdf, other]
Title: Learnable Privacy Neurons Localization in Language Models
Authors: Ruizhe Chen, Tianxiang Hu, Yang Feng, Zuozhu Liu
Comments: ACL 2024 main conference
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Cryptography and Security (cs.CR)
[342]  arXiv:2405.10974 (cross-list from cs.IR) [pdf, other]
Title: Bottleneck-Minimal Indexing for Generative Document Retrieval
Authors: Xin Du, Lixin Xiu, Kumiko Tanaka-Ishii
Comments: Accepted for ICML 2024
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)

Mon, 20 May 2024 (showing first 1 of 43 entries)

[343]  arXiv:2405.10936 [pdf, other]
Title: A Survey on Large Language Models with Multilingualism: Recent Advances and New Frontiers
Authors: Kaiyu Huang, Fengran Mo, Hongliang Li, You Li, Yuanchi Zhang, Weijian Yi, Yulong Mao, Jinchen Liu, Yuzhuang Xu, Jinan Xu, Jian-Yun Nie, Yang Liu
Comments: 54 pages, Work in Progress
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
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