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Computation and Language

Authors and titles for recent submissions

[ total of 322 entries: 1-322 ]
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Fri, 3 May 2024

[1]  arXiv:2405.01535 [pdf, other]
Title: Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models
Authors: Seungone Kim, Juyoung Suk, Shayne Longpre, Bill Yuchen Lin, Jamin Shin, Sean Welleck, Graham Neubig, Moontae Lee, Kyungjae Lee, Minjoon Seo
Comments: Work in Progress
Subjects: Computation and Language (cs.CL)
[2]  arXiv:2405.01525 [pdf, other]
Title: FLAME: Factuality-Aware Alignment for Large Language Models
Authors: Sheng-Chieh Lin, Luyu Gao, Barlas Oguz, Wenhan Xiong, Jimmy Lin, Wen-tau Yih, Xilun Chen
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[3]  arXiv:2405.01511 [pdf, other]
Title: D2PO: Discriminator-Guided DPO with Response Evaluation Models
Authors: Prasann Singhal, Nathan Lambert, Scott Niekum, Tanya Goyal, Greg Durrett
Comments: 20 pages, 12 figures
Subjects: Computation and Language (cs.CL)
[4]  arXiv:2405.01502 [pdf, other]
Title: Analyzing the Role of Semantic Representations in the Era of Large Language Models
Authors: Zhijing Jin, Yuen Chen, Fernando Gonzalez, Jiarui Liu, Jiayi Zhang, Julian Michael, Bernhard Schölkopf, Mona Diab
Comments: NAACL 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[5]  arXiv:2405.01490 [pdf, other]
Title: Controllable Text Generation in the Instruction-Tuning Era
Authors: Dhananjay Ashok, Barnabas Poczos
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[6]  arXiv:2405.01481 [pdf, other]
Title: NeMo-Aligner: Scalable Toolkit for Efficient Model Alignment
Authors: Gerald Shen, Zhilin Wang, Olivier Delalleau, Jiaqi Zeng, Yi Dong, Daniel Egert, Shengyang Sun, Jimmy Zhang, Sahil Jain, Ali Taghibakhshi, Markel Sanz Ausin, Ashwath Aithal, Oleksii Kuchaiev
Comments: 13 pages, 4 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[7]  arXiv:2405.01474 [pdf, other]
Title: V-FLUTE: Visual Figurative Language Understanding with Textual Explanations
Authors: Arkadiy Saakyan, Shreyas Kulkarni, Tuhin Chakrabarty, Smaranda Muresan
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[8]  arXiv:2405.01470 [pdf, other]
Title: WildChat: 1M ChatGPT Interaction Logs in the Wild
Authors: Wenting Zhao, Xiang Ren, Jack Hessel, Claire Cardie, Yejin Choi, Yuntian Deng
Comments: accepted by ICLR 2024
Subjects: Computation and Language (cs.CL)
[9]  arXiv:2405.01458 [pdf, other]
Title: UQA: Corpus for Urdu Question Answering
Authors: Samee Arif, Sualeha Farid, Awais Athar, Agha Ali Raza
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR); Machine Learning (cs.LG)
[10]  arXiv:2405.01403 [pdf, other]
Title: Unsupervised Flow Discovery from Task-oriented Dialogues
Authors: Patrícia Ferreira, Daniel Martins, Ana Alves, Catarina Silva, Hugo Gonçalo Oliveira
Comments: 12 pages, 4 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[11]  arXiv:2405.01379 [pdf, other]
Title: Verification and Refinement of Natural Language Explanations through LLM-Symbolic Theorem Proving
Authors: Xin Quan, Marco Valentino, Louise A. Dennis, André Freitas
Subjects: Computation and Language (cs.CL)
[12]  arXiv:2405.01376 [pdf, other]
Title: Topics in the Study of the Pragmatic Functions of Phonetic Reduction in Dialog
Authors: Nigel G. Ward, Carlos A. Ortega
Subjects: Computation and Language (cs.CL)
[13]  arXiv:2405.01359 [pdf, other]
Title: GAIA: A General AI Assistant for Intelligent Accelerator Operations
Authors: Frank Mayet
Subjects: Computation and Language (cs.CL); Accelerator Physics (physics.acc-ph)
[14]  arXiv:2405.01345 [pdf, other]
Title: The Power of Question Translation Training in Multilingual Reasoning: Broadened Scope and Deepened Insights
Authors: Wenhao Zhu, Shujian Huang, Fei Yuan, Cheng Chen, Jiajun Chen, Alexandra Birch
Subjects: Computation and Language (cs.CL)
[15]  arXiv:2405.01299 [pdf, other]
Title: The Effectiveness of LLMs as Annotators: A Comparative Overview and Empirical Analysis of Direct Representation
Authors: Maja Pavlovic, Massimo Poesio
Comments: LREC-COLING NLPerspectives workshop
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[16]  arXiv:2405.01293 [pdf, ps, other]
Title: Low-resource speech recognition and dialect identification of Irish in a multi-task framework
Authors: Liam Lonergan, Mengjie Qian, Neasa Ní Chiaráin, Christer Gobl, Ailbhe Ní Chasaide
Comments: 7 pages. Accepted to Odyssey 2024 - The Speaker and Language Recognition Workshop
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[17]  arXiv:2405.01280 [pdf, other]
Title: Reinforcement Learning for Edit-Based Non-Autoregressive Neural Machine Translation
Authors: Hao Wang, Tetsuro Morimura, Ukyo Honda, Daisuke Kawahara
Subjects: Computation and Language (cs.CL)
[18]  arXiv:2405.01249 [pdf, ps, other]
Title: Prompt engineering paradigms for medical applications: scoping review and recommendations for better practices
Authors: Jamil Zaghir, Marco Naguib, Mina Bjelogrlic, Aurélie Névéol, Xavier Tannier, Christian Lovis
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[19]  arXiv:2405.01216 [pdf, other]
Title: DMON: A Simple yet Effective Approach for Argument Structure Learning
Authors: Wei Sun, Mingxiao Li, Jingyuan Sun, Jesse Davis, Marie-Francine Moens
Comments: COLING 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[20]  arXiv:2405.01159 [pdf, other]
Title: TartuNLP at EvaLatin 2024: Emotion Polarity Detection
Authors: Aleksei Dorkin, Kairit Sirts
Comments: Accepted to The Third Workshop on Language Technologies for Historical and Ancient Languages (LT4HALA 2024)
Subjects: Computation and Language (cs.CL)
[21]  arXiv:2405.01139 [pdf, other]
Title: It Couldn't Help But Overhear: On the Limits of Modelling Meta-Communicative Grounding Acts with Supervised Learning
Authors: Brielen Madureira, David Schlangen
Comments: work in progress
Subjects: Computation and Language (cs.CL)
[22]  arXiv:2405.01121 [pdf, other]
Title: Efficient Data Generation for Source-grounded Information-seeking Dialogs: A Use Case for Meeting Transcripts
Authors: Lotem Golany, Filippo Galgani, Maya Mamo, Nimrod Parasol, Omer Vandsburger, Nadav Bar, Ido Dagan
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[23]  arXiv:2405.01022 [pdf, other]
Title: UniGen: Universal Domain Generalization for Sentiment Classification via Zero-shot Dataset Generation
Authors: Juhwan Choi, Yeonghwa Kim, Seunguk Yu, JungMin Yun, YoungBin Kim
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[24]  arXiv:2405.00997 [pdf, other]
Title: The IgboAPI Dataset: Empowering Igbo Language Technologies through Multi-dialectal Enrichment
Authors: Chris Chinenye Emezue, Ifeoma Okoh, Chinedu Mbonu, Chiamaka Chukwuneke, Daisy Lal, Ignatius Ezeani, Paul Rayson, Ijemma Onwuzulike, Chukwuma Okeke, Gerald Nweya, Bright Ogbonna, Chukwuebuka Oraegbunam, Esther Chidinma Awo-Ndubuisi, Akudo Amarachukwu Osuagwu, Obioha Nmezi
Comments: Accepted to the LREC-COLING 2024 conference
Subjects: Computation and Language (cs.CL)
[25]  arXiv:2405.00988 [pdf, other]
Title: Context-Aware Clustering using Large Language Models
Authors: Sindhu Tipirneni, Ravinarayana Adkathimar, Nurendra Choudhary, Gaurush Hiranandani, Rana Ali Amjad, Vassilis N. Ioannidis, Changhe Yuan, Chandan K. Reddy
Comments: 16 pages
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[26]  arXiv:2405.00982 [pdf, other]
Title: On the Evaluation of Machine-Generated Reports
Authors: James Mayfield, Eugene Yang, Dawn Lawrie, Sean MacAvaney, Paul McNamee, Douglas W. Oard, Luca Soldaini, Ian Soboroff, Orion Weller, Efsun Kayi, Kate Sanders, Marc Mason, Noah Hibbler
Comments: 12 pages, 4 figures, accepted at SIGIR 2024 as perspective paper
Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR)
[27]  arXiv:2405.00980 [pdf, other]
Title: A Hong Kong Sign Language Corpus Collected from Sign-interpreted TV News
Authors: Zhe Niu, Ronglai Zuo, Brian Mak, Fangyun Wei
Comments: Accepted by LREC-COLING 2024
Subjects: Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
[28]  arXiv:2405.00972 [pdf, other]
Title: CACTUS: Chemistry Agent Connecting Tool-Usage to Science
Authors: Andrew D. McNaughton, Gautham Ramalaxmi, Agustin Kruel, Carter R. Knutson, Rohith A. Varikoti, Neeraj Kumar
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Chemical Physics (physics.chem-ph); Quantitative Methods (q-bio.QM)
[29]  arXiv:2405.00970 [pdf, other]
Title: How Can I Get It Right? Using GPT to Rephrase Incorrect Trainee Responses
Authors: Jionghao Lin, Zifei Han, Danielle R. Thomas, Ashish Gurung, Shivang Gupta, Vincent Aleven, Kenneth R. Koedinger
Comments: International Journal of Artificial Intelligence in Education
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)
[30]  arXiv:2405.00966 [pdf, other]
Title: Efficient Compression of Multitask Multilingual Speech Models
Authors: Thomas Palmeira Ferraz
Comments: Master Thesis
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[31]  arXiv:2405.00948 [pdf, other]
Title: Modeling Empathetic Alignment in Conversation
Authors: Jiamin Yang, David Jurgens
Comments: Camera-ready version for NAACL 2024
Subjects: Computation and Language (cs.CL)
[32]  arXiv:2405.00903 [pdf, other]
Title: A Named Entity Recognition and Topic Modeling-based Solution for Locating and Better Assessment of Natural Disasters in Social Media
Authors: Ayaz Mehmood, Muhammad Tayyab Zamir, Muhammad Asif Ayub, Nasir Ahmad, Kashif Ahmad
Comments: 15 pages; 4 tables; 4 figures
Subjects: Computation and Language (cs.CL)
[33]  arXiv:2405.00888 [pdf, other]
Title: DynaMo: Accelerating Language Model Inference with Dynamic Multi-Token Sampling
Authors: Shikhar Tuli, Chi-Heng Lin, Yen-Chang Hsu, Niraj K. Jha, Yilin Shen, Hongxia Jin
Comments: Accepted at NAACL 2024
Subjects: Computation and Language (cs.CL)
[34]  arXiv:2405.00864 [pdf, other]
Title: Math Multiple Choice Question Generation via Human-Large Language Model Collaboration
Authors: Jaewook Lee, Digory Smith, Simon Woodhead, Andrew Lan
Comments: 17th International Conference on Educational Data Mining (EDM 2024)
Subjects: Computation and Language (cs.CL)
[35]  arXiv:2405.00828 [pdf, other]
Title: WIBA: What Is Being Argued? A Comprehensive Approach to Argument Mining
Authors: Arman Irani, Ju Yeon Park, Kevin Esterling, Michalis Faloutsos
Comments: 8 pages, 2 figures, submitted to The 16th International Conference on Advances in Social Networks Analysis and Mining (ASONAM) '24
Subjects: Computation and Language (cs.CL)
[36]  arXiv:2405.00823 [pdf, other]
Title: WorkBench: a Benchmark Dataset for Agents in a Realistic Workplace Setting
Authors: Olly Styles, Sam Miller, Patricio Cerda-Mardini, Tanaya Guha, Victor Sanchez, Bertie Vidgen
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Multiagent Systems (cs.MA)
[37]  arXiv:2405.00821 [pdf, other]
Title: Uncovering Agendas: A Novel French & English Dataset for Agenda Detection on Social Media
Authors: Gregorios Katsios, Ning Sa, Ankita Bhaumik, Tomek Strzalkowski
Subjects: Computation and Language (cs.CL)
[38]  arXiv:2405.00801 [pdf, ps, other]
Title: "Ask Me Anything": How Comcast Uses LLMs to Assist Agents in Real Time
Authors: Scott Rome, Tianwen Chen, Raphael Tang, Luwei Zhou, Ferhan Ture
Subjects: Computation and Language (cs.CL)
[39]  arXiv:2405.00732 [pdf, other]
Title: LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report
Authors: Justin Zhao, Timothy Wang, Wael Abid, Geoffrey Angus, Arnav Garg, Jeffery Kinnison, Alex Sherstinsky, Piero Molino, Travis Addair, Devvret Rishi
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[40]  arXiv:2405.00728 [pdf, ps, other]
Title: Evaluating the Application of ChatGPT in Outpatient Triage Guidance: A Comparative Study
Authors: Dou Liu, Ying Han, Xiandi Wang, Xiaomei Tan, Di Liu, Guangwu Qian, Kang Li, Dan Pu, Rong Yin
Comments: 8 pages, 1 figure, conference(International Ergonomics Association)
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)
[41]  arXiv:2405.00722 [pdf, other]
Title: LLMs for Generating and Evaluating Counterfactuals: A Comprehensive Study
Authors: Van Bach Nguyen, Paul Youssef, Jörg Schlötterer, Christin Seifert
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[42]  arXiv:2405.00718 [pdf, other]
Title: Can't say cant? Measuring and Reasoning of Dark Jargons in Large Language Models
Authors: Xu Ji, Jianyi Zhang, Ziyin Zhou, Zhangchi Zhao, Qianqian Qiao, Kaiying Han, Md Imran Hossen, Xiali Hei
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[43]  arXiv:2405.00717 [pdf, other]
Title: Exploring News Summarization and Enrichment in a Highly Resource-Scarce Indian Language: A Case Study of Mizo
Authors: Abhinaba Bala, Ashok Urlana, Rahul Mishra, Parameswari Krishnamurthy
Comments: Accepted at LREC-COLING2024 WILDRE Workshop
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[44]  arXiv:2405.00716 [pdf, other]
Title: Large Language Models in Healthcare: A Comprehensive Benchmark
Authors: Andrew Liu, Hongjian Zhou, Yining Hua, Omid Rohanian, Lei Clifton, David A. Clifton
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[45]  arXiv:2405.00715 [pdf, other]
Title: Towards Adapting Open-Source Large Language Models for Expert-Level Clinical Note Generation
Authors: Hanyin Wang, Chufan Gao, Bolun Liu, Qiping Xu, Guleid Hussein, Mohamad El Labban, Kingsley Iheasirim, Hariprasad Korsapati, Jimeng Sun
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[46]  arXiv:2405.00711 [pdf, other]
Title: Fake Artificial Intelligence Generated Contents (FAIGC): A Survey of Theories, Detection Methods, and Opportunities
Authors: Xiaomin Yu, Yezhaohui Wang, Yanfang Chen, Zhen Tao, Dinghao Xi, Shichao Song, Simin Niu
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
[47]  arXiv:2405.00710 [pdf, ps, other]
Title: Homonym Sense Disambiguation in the Georgian Language
Authors: Davit Melikidze, Alexander Gamkrelidze
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[48]  arXiv:2405.00709 [pdf, other]
Title: Evaluating Tool-Augmented Agents in Remote Sensing Platforms
Authors: Simranjit Singh, Michael Fore, Dimitrios Stamoulis
Comments: ICLR 2024 Machine Learning for Remote Sensing (ML4RS) Workshop
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[49]  arXiv:2405.00708 [pdf, other]
Title: Interactive Analysis of LLMs using Meaningful Counterfactuals
Authors: Furui Cheng, Vilém Zouhar, Robin Shing Moon Chan, Daniel Fürst, Hendrik Strobelt, Mennatallah El-Assady
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG)
[50]  arXiv:2405.00706 [pdf, ps, other]
Title: Science Written by Generative AI is Perceived as Less Intelligent, but More Credible and Trustworthy than Science Written by Humans
Authors: David M. Markowitz
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
[51]  arXiv:2405.00705 [pdf, other]
Title: SHED: Shapley-Based Automated Dataset Refinement for Instruction Fine-Tuning
Authors: Yexiao He, Ziyao Wang, Zheyu Shen, Guoheng Sun, Yucong Dai, Yongkai Wu, Hongyi Wang, Ang Li
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[52]  arXiv:2405.00704 [pdf, ps, other]
Title: A Survey on the Real Power of ChatGPT
Authors: Ming Liu, Ran Liu, Hua Wang, Wray Buntine
Comments: 9 pages, 2 tables
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[53]  arXiv:2405.01509 (cross-list from cs.CR) [pdf, other]
Title: Learnable Linguistic Watermarks for Tracing Model Extraction Attacks on Large Language Models
Authors: Minhao Bai, Kaiyi Pang, Yongfeng Huang
Comments: not decided
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[54]  arXiv:2405.01483 (cross-list from cs.CV) [pdf, other]
Title: MANTIS: Interleaved Multi-Image Instruction Tuning
Authors: Dongfu Jiang, Xuan He, Huaye Zeng, Cong Wei, Max Ku, Qian Liu, Wenhu Chen
Comments: 9 pages, 3 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[55]  arXiv:2405.01413 (cross-list from cs.CV) [pdf, other]
Title: MiniGPT-3D: Efficiently Aligning 3D Point Clouds with Large Language Models using 2D Priors
Authors: Yuan Tang, Xu Han, Xianzhi Li, Qiao Yu, Yixue Hao, Long Hu, Min Chen
Comments: 17 pages, 9 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[56]  arXiv:2405.01310 (cross-list from cs.IR) [pdf, other]
Title: Overcoming LLM Challenges using RAG-Driven Precision in Coffee Leaf Disease Remediation
Authors: Dr. Selva Kumar S, Afifah Khan Mohammed Ajmal Khan, Imadh Ajaz Banday, Manikantha Gada, Vibha Venkatesh Shanbhag
Comments: 6 pages, 3 figures
Subjects: Information Retrieval (cs.IR); Computation and Language (cs.CL)
[57]  arXiv:2405.01259 (cross-list from cs.AI) [pdf, other]
Title: Identification of Entailment and Contradiction Relations between Natural Language Sentences: A Neurosymbolic Approach
Authors: Xuyao Feng, Anthony Hunter
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[58]  arXiv:2405.01229 (cross-list from cs.LG) [pdf, ps, other]
Title: Boosting Jailbreak Attack with Momentum
Authors: Yihao Zhang, Zeming Wei
Comments: ICLR 2024 Workshop on Reliable and Responsible Foundation Models
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Cryptography and Security (cs.CR); Optimization and Control (math.OC)
[59]  arXiv:2405.01097 (cross-list from cs.CY) [pdf, other]
Title: Silencing the Risk, Not the Whistle: A Semi-automated Text Sanitization Tool for Mitigating the Risk of Whistleblower Re-Identification
Authors: Dimitri Staufer, Frank Pallas, Bettina Berendt
Comments: Accepted for publication at the ACM Conference on Fairness, Accountability, and Transparency 2024 (ACM FAccT'24). This is a preprint manuscript (authors' own version before final copy-editing)
Subjects: Computers and Society (cs.CY); Computation and Language (cs.CL); Human-Computer Interaction (cs.HC); Information Retrieval (cs.IR); Software Engineering (cs.SE)
[60]  arXiv:2405.01040 (cross-list from cs.CV) [pdf, other]
Title: Few Shot Class Incremental Learning using Vision-Language models
Authors: Anurag Kumar, Chinmay Bharti, Saikat Dutta, Srikrishna Karanam, Biplab Banerjee
Comments: under review at Pattern Recognition Letters
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL); Image and Video Processing (eess.IV)
[61]  arXiv:2405.00981 (cross-list from cs.AI) [pdf, other]
Title: Bayesian Optimization with LLM-Based Acquisition Functions for Natural Language Preference Elicitation
Authors: David Eric Austin, Anton Korikov, Armin Toroghi, Scott Sanner
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[62]  arXiv:2405.00978 (cross-list from cs.IR) [pdf, other]
Title: Language Fairness in Multilingual Information Retrieval
Authors: Eugene Yang, Thomas Jänich, James Mayfield, Dawn Lawrie
Comments: 5 pages, 1 figure, accepted at SIGIR 2024 as short paper
Subjects: Information Retrieval (cs.IR); Computation and Language (cs.CL)
[63]  arXiv:2405.00977 (cross-list from cs.IR) [pdf, other]
Title: Distillation for Multilingual Information Retrieval
Authors: Eugene Yang, Dawn Lawrie, James Mayfield
Comments: 6 pages, 1 figure, accepted at SIGIR 2024 as short paper
Subjects: Information Retrieval (cs.IR); Computation and Language (cs.CL)
[64]  arXiv:2405.00975 (cross-list from cs.IR) [pdf, other]
Title: PLAID SHIRTTT for Large-Scale Streaming Dense Retrieval
Authors: Dawn Lawrie, Efsun Kayi, Eugene Yang, James Mayfield, Douglas W. Oard
Comments: 5 pages, 1 figure, accepted at SIGIR 2024 as short paper
Subjects: Information Retrieval (cs.IR); Computation and Language (cs.CL)
[65]  arXiv:2405.00949 (cross-list from cs.LG) [pdf, other]
Title: The Role of Model Architecture and Scale in Predicting Molecular Properties: Insights from Fine-Tuning RoBERTa, BART, and LLaMA
Authors: Lee Youngmin, Lang S.I.D. Andrew, Cai Duoduo, Wheat R. Stephen
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL); Chemical Physics (physics.chem-ph); Biomolecules (q-bio.BM)
[66]  arXiv:2405.00942 (cross-list from cs.CV) [pdf, other]
Title: LLaVA Finds Free Lunch: Teaching Human Behavior Improves Content Understanding Abilities Of LLMs
Authors: Somesh Singh, Harini S I, Yaman K Singla, Veeky Baths, Rajiv Ratn Shah, Changyou Chen, Balaji Krishnamurthy
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)
[67]  arXiv:2405.00899 (cross-list from cs.HC) [pdf, other]
Title: Characterising the Creative Process in Humans and Large Language Models
Authors: Surabhi S. Nath, Peter Dayan, Claire Stevenson
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Neurons and Cognition (q-bio.NC)
[68]  arXiv:2405.00740 (cross-list from cs.CV) [pdf, other]
Title: Modeling Caption Diversity in Contrastive Vision-Language Pretraining
Authors: Samuel Lavoie, Polina Kirichenko, Mark Ibrahim, Mahmoud Assran, Andrew Gordon Wildon, Aaron Courville, Nicolas Ballas
Comments: 14 pages, 8 figures, 7 tables
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[69]  arXiv:2405.00693 (cross-list from cs.RO) [pdf, other]
Title: Large Language Models for Human-Robot Interaction: Opportunities and Risks
Authors: Jesse Atuhurra
Subjects: Robotics (cs.RO); Computation and Language (cs.CL)
[70]  arXiv:2405.00688 (cross-list from cs.RO) [pdf, ps, other]
Title: Understanding Social Perception, Interactions, and Safety Aspects of Sidewalk Delivery Robots Using Sentiment Analysis
Authors: Yuchen Du, Tho V. Le
Comments: 34 pages, 7 figures, 2 tables
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG)
[71]  arXiv:2405.00522 (cross-list from econ.GN) [pdf, other]
Title: DAM: A Universal Dual Attention Mechanism for Multimodal Timeseries Cryptocurrency Trend Forecasting
Authors: Yihang Fu, Mingyu Zhou, Luyao Zhang
Subjects: General Economics (econ.GN); Computational Engineering, Finance, and Science (cs.CE); Computation and Language (cs.CL); Cryptography and Security (cs.CR); Computational Finance (q-fin.CP)

Thu, 2 May 2024

[72]  arXiv:2405.00664 [pdf, other]
Title: Is Bigger Edit Batch Size Always Better? -- An Empirical Study on Model Editing with Llama-3
Authors: Junsang Yoon, Akshat Gupta, Gopala Anumanchipalli
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[73]  arXiv:2405.00659 [pdf, other]
Title: NLU-STR at SemEval-2024 Task 1: Generative-based Augmentation and Encoder-based Scoring for Semantic Textual Relatedness
Authors: Sanad Malaysha, Mustafa Jarrar, Mohammed Khalilia
Subjects: Computation and Language (cs.CL)
[74]  arXiv:2405.00657 [pdf, other]
Title: RST-LoRA: A Discourse-Aware Low-Rank Adaptation for Long Document Abstractive Summarization
Authors: Dongqi Pu, Vera Demberg
Comments: NAACL 2024 Main & Long Conference Paper (Oral Presentation)
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[75]  arXiv:2405.00632 [pdf, other]
Title: When Quantization Affects Confidence of Large Language Models?
Authors: Irina Proskurina, Luc Brun, Guillaume Metzler, Julien Velcin
Comments: Accepted to NAACL 2024 Findings
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[76]  arXiv:2405.00622 [pdf, other]
Title: Causal Evaluation of Language Models
Authors: Sirui Chen, Bo Peng, Meiqi Chen, Ruiqi Wang, Mengying Xu, Xingyu Zeng, Rui Zhao, Shengjie Zhao, Yu Qiao, Chaochao Lu
Comments: 315 pages, 230 figures, 21 tables. Project website: this https URL
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[77]  arXiv:2405.00611 [pdf, other]
Title: Addressing Topic Granularity and Hallucination in Large Language Models for Topic Modelling
Authors: Yida Mu, Peizhen Bai, Kalina Bontcheva, Xingyi Song
Subjects: Computation and Language (cs.CL)
[78]  arXiv:2405.00602 [pdf, other]
Title: Investigating Automatic Scoring and Feedback using Large Language Models
Authors: Gloria Ashiya Katuka, Alexander Gain, Yen-Yun Yu
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[79]  arXiv:2405.00588 [pdf, other]
Title: Are Models Biased on Text without Gender-related Language?
Authors: Catarina G Belém, Preethi Seshadri, Yasaman Razeghi, Sameer Singh
Comments: In International Conference on Learning Representations 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Computers and Society (cs.CY); Machine Learning (cs.LG)
[80]  arXiv:2405.00578 [pdf, other]
Title: The Real, the Better: Aligning Large Language Models with Online Human Behaviors
Authors: Guanying Jiang, Lingyong Yan, Haibo Shi, Dawei Yin
Comments: 11 pages, 6 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[81]  arXiv:2405.00557 [pdf, other]
Title: Mixture of insighTful Experts (MoTE): The Synergy of Thought Chains and Expert Mixtures in Self-Alignment
Authors: Zhili Liu, Yunhao Gou, Kai Chen, Lanqing Hong, Jiahui Gao, Fei Mi, Yu Zhang, Zhenguo Li, Xin Jiang, Qun Liu, James T. Kwok
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[82]  arXiv:2405.00543 [pdf, other]
Title: New Benchmark Dataset and Fine-Grained Cross-Modal Fusion Framework for Vietnamese Multimodal Aspect-Category Sentiment Analysis
Authors: Quy Hoang Nguyen, Minh-Van Truong Nguyen, Kiet Van Nguyen
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[83]  arXiv:2405.00536 [pdf, other]
Title: A Legal Framework for Natural Language Processing Model Training in Portugal
Authors: Rúben Almeida, Evelin Amorim
Comments: LEGAL2024 Legal and Ethical Issues in Human Language Technologies, LREC 2024
Subjects: Computation and Language (cs.CL); Emerging Technologies (cs.ET)
[84]  arXiv:2405.00492 [pdf, other]
Title: Is Temperature the Creativity Parameter of Large Language Models?
Authors: Max Peeperkorn, Tom Kouwenhoven, Dan Brown, Anna Jordanous
Comments: To be published in the Proceedings of the 15th International Conference on Computational Creativity (ICCC'24), 8 pages, 2 figures, 2 tables
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[85]  arXiv:2405.00467 [pdf, other]
Title: Harnessing the Power of Multiple Minds: Lessons Learned from LLM Routing
Authors: KV Aditya Srivatsa, Kaushal Kumar Maurya, Ekaterina Kochmar
Comments: Accepted to Workshop on Insights from Negative Results in NLP 2024 (co-located with NAACL 2024)
Subjects: Computation and Language (cs.CL)
[86]  arXiv:2405.00465 [pdf, other]
Title: BiomedRAG: A Retrieval Augmented Large Language Model for Biomedicine
Authors: Mingchen Li, Halil Kilicoglu, Hua Xu, Rui Zhang
Subjects: Computation and Language (cs.CL)
[87]  arXiv:2405.00402 [pdf, other]
Title: Self-Refine Instruction-Tuning for Aligning Reasoning in Language Models
Authors: Leonardo Ranaldi, Andrè Freitas
Subjects: Computation and Language (cs.CL)
[88]  arXiv:2405.00390 [pdf, other]
Title: CofiPara: A Coarse-to-fine Paradigm for Multimodal Sarcasm Target Identification with Large Multimodal Models
Authors: Hongzhan Lin, Zixin Chen, Ziyang Luo, Mingfei Cheng, Jing Ma, Guang Chen
Comments: 25 pages, 7 figures, and 18 tables
Subjects: Computation and Language (cs.CL)
[89]  arXiv:2405.00361 [pdf, other]
Title: AdaMoLE: Fine-Tuning Large Language Models with Adaptive Mixture of Low-Rank Adaptation Experts
Authors: Zefang Liu, Jiahua Luo
Subjects: Computation and Language (cs.CL)
[90]  arXiv:2405.00332 [pdf, other]
Title: A Careful Examination of Large Language Model Performance on Grade School Arithmetic
Authors: Hugh Zhang, Jeff Da, Dean Lee, Vaughn Robinson, Catherine Wu, Will Song, Tiffany Zhao, Pranav Raja, Dylan Slack, Qin Lyu, Sean Hendryx, Russell Kaplan, Michele Lunati, Summer Yue
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[91]  arXiv:2405.00321 [pdf, other]
Title: DFKI-NLP at SemEval-2024 Task 2: Towards Robust LLMs Using Data Perturbations and MinMax Training
Authors: Bhuvanesh Verma, Lisa Raithel
Subjects: Computation and Language (cs.CL)
[92]  arXiv:2405.00302 [pdf, other]
Title: Generating Feedback-Ladders for Logical Errors in Programming using Large Language Models
Authors: Hasnain Heickal, Andrew Lan
Comments: Published on the 17th EDM 2024 - Posters and Demos Track
Subjects: Computation and Language (cs.CL)
[93]  arXiv:2405.00301 [pdf, other]
Title: LITO: Learnable Intervention for Truthfulness Optimization
Authors: Farima Fatahi Bayat, Xin Liu, H. V. Jagadish, Lu Wang
Comments: 14 pages, 5 figures
Subjects: Computation and Language (cs.CL)
[94]  arXiv:2405.00291 [pdf, other]
Title: How Can I Improve? Using GPT to Highlight the Desired and Undesired Parts of Open-ended Responses
Authors: Jionghao Lin, Eason Chen, Zeifei Han, Ashish Gurung, Danielle R. Thomas, Wei Tan, Ngoc Dang Nguyen, Kenneth R. Koedinger
Comments: 11 pages, full research paper, EDM 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)
[95]  arXiv:2405.00289 [pdf, other]
Title: Adversarial Attacks and Defense for Conversation Entailment Task
Authors: Zhenning Yang, Ryan Krawec, Liang-Yuan Wu
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[96]  arXiv:2405.00273 [pdf, other]
Title: Social Life Simulation for Non-Cognitive Skills Learning
Authors: Zihan Yan, Yaohong Xiang, Yun Huang
Subjects: Computation and Language (cs.CL); Human-Computer Interaction (cs.HC)
[97]  arXiv:2405.00263 [pdf, other]
Title: Clover: Regressive Lightweight Speculative Decoding with Sequential Knowledge
Authors: Bin Xiao, Chunan Shi, Xiaonan Nie, Fan Yang, Xiangwei Deng, Lei Su, Weipeng Chen, Bin Cui
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[98]  arXiv:2405.00253 [pdf, other]
Title: CodeHalu: Code Hallucinations in LLMs Driven by Execution-based Verification
Authors: Yuchen Tian, Weixiang Yan, Qian Yang, Qian Chen, Wen Wang, Ziyang Luo, Lei Ma
Subjects: Computation and Language (cs.CL); Software Engineering (cs.SE)
[99]  arXiv:2405.00216 [pdf, other]
Title: Graphical Reasoning: LLM-based Semi-Open Relation Extraction
Authors: Yicheng Tao, Yiqun Wang, Longju Bai
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[100]  arXiv:2405.00208 [pdf, other]
Title: A Primer on the Inner Workings of Transformer-based Language Models
Authors: Javier Ferrando, Gabriele Sarti, Arianna Bisazza, Marta R. Costa-jussà
Subjects: Computation and Language (cs.CL)
[101]  arXiv:2405.00204 [pdf, other]
Title: General Purpose Verification for Chain of Thought Prompting
Authors: Robert Vacareanu, Anurag Pratik, Evangelia Spiliopoulou, Zheng Qi, Giovanni Paolini, Neha Anna John, Jie Ma, Yassine Benajiba, Miguel Ballesteros
Comments: 22 pages, preprint
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[102]  arXiv:2405.00201 [pdf, other]
Title: SPAFIT: Stratified Progressive Adaptation Fine-tuning for Pre-trained Large Language Models
Authors: Samir Arora, Liangliang Wang
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[103]  arXiv:2405.00200 [pdf, other]
Title: In-Context Learning with Long-Context Models: An In-Depth Exploration
Authors: Amanda Bertsch, Maor Ivgi, Uri Alon, Jonathan Berant, Matthew R. Gormley, Graham Neubig
Comments: 27 pages; preprint
Subjects: Computation and Language (cs.CL)
[104]  arXiv:2405.00175 [pdf, other]
Title: Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models
Authors: Alireza Salemi, Hamed Zamani
Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR)
[105]  arXiv:2405.00155 [pdf, other]
Title: HistNERo: Historical Named Entity Recognition for the Romanian Language
Authors: Andrei-Marius Avram, Andreea Iuga, George-Vlad Manolache, Vlad-Cristian Matei, Răzvan-Gabriel Micliuş, Vlad-Andrei Muntean, Manuel-Petru Sorlescu, Dragoş-Andrei Şerban, Adrian-Dinu Urse, Vasile Păiş, Dumitru-Clementin Cercel
Comments: Accepted at the International Conference on Document Analysis and Recognition (ICDAR 2024)
Subjects: Computation and Language (cs.CL)
[106]  arXiv:2405.00134 [pdf, other]
Title: Transforming Dutch: Debiasing Dutch Coreference Resolution Systems for Non-binary Pronouns
Authors: Goya van Boven, Yupei Du, Dong Nguyen
Comments: 22 pages, 2 figures. Accepted at the 2024 ACM Conference on Fairness, Accountability, and Transparency (FAccT '24)
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[107]  arXiv:2405.00675 (cross-list from cs.LG) [pdf, other]
Title: Self-Play Preference Optimization for Language Model Alignment
Authors: Yue Wu, Zhiqing Sun, Huizhuo Yuan, Kaixuan Ji, Yiming Yang, Quanquan Gu
Comments: 25 pages, 4 figures, 5 tables
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (stat.ML)
[108]  arXiv:2405.00566 (cross-list from cs.CE) [pdf, other]
Title: NumLLM: Numeric-Sensitive Large Language Model for Chinese Finance
Authors: Huan-Yi Su, Ke Wu, Yu-Hao Huang, Wu-Jun Li
Subjects: Computational Engineering, Finance, and Science (cs.CE); Computation and Language (cs.CL); General Finance (q-fin.GN)
[109]  arXiv:2405.00523 (cross-list from cs.AI) [pdf, other]
Title: CookingSense: A Culinary Knowledgebase with Multidisciplinary Assertions
Authors: Donghee Choi, Mogan Gim, Donghyeon Park, Mujeen Sung, Hyunjae Kim, Jaewoo Kang, Jihun Choi
Comments: LREC-COLING 2024 Accepted
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[110]  arXiv:2405.00516 (cross-list from cs.LG) [pdf, other]
Title: Navigating WebAI: Training Agents to Complete Web Tasks with Large Language Models and Reinforcement Learning
Authors: Lucas-Andreï Thil, Mirela Popa, Gerasimos Spanakis
Comments: ACM 2024, Avila Spain. 9 pages
Journal-ref: ACM SAC Conference 2024, Avila, Spain, Article 4, 9 pages
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[111]  arXiv:2405.00494 (cross-list from cs.AI) [pdf, other]
Title: GOLD: Geometry Problem Solver with Natural Language Description
Authors: Jiaxin Zhang, Yashar Moshfeghi
Comments: Accepted in NAACL 2024 Findings
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[112]  arXiv:2405.00489 (cross-list from cs.LG) [pdf, other]
Title: Explainable Automatic Grading with Neural Additive Models
Authors: Aubrey Condor, Zachary Pardos
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL); Applications (stat.AP)
[113]  arXiv:2405.00461 (cross-list from cs.RO) [pdf, other]
Title: Enhancing Surgical Robots with Embodied Intelligence for Autonomous Ultrasound Scanning
Authors: Huan Xu, Jinlin Wu, Guanglin Cao, Zhen Lei, Zhen Chen, Hongbin Liu
Comments: ICRA 2024 Full-day Workshop: C4SR+: Continuum, Compliant, Cooperative, Cognitive
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Human-Computer Interaction (cs.HC)
[114]  arXiv:2405.00449 (cross-list from cs.LG) [pdf, other]
Title: RAG-based Explainable Prediction of Road Users Behaviors for Automated Driving using Knowledge Graphs and Large Language Models
Authors: Mohamed Manzour Hussien, Angie Nataly Melo, Augusto Luis Ballardini, Carlota Salinas Maldonado, Rubén Izquierdo, Miguel Ángel Sotelo
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Information Retrieval (cs.IR); Neural and Evolutionary Computing (cs.NE)
[115]  arXiv:2405.00438 (cross-list from cs.LG) [pdf, other]
Title: MetaRM: Shifted Distributions Alignment via Meta-Learning
Authors: Shihan Dou, Yan Liu, Enyu Zhou, Tianlong Li, Haoxiang Jia, Limao Xiong, Xin Zhao, Junjie Ye, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang
Comments: 11 pages, 6 figures. arXiv admin note: text overlap with arXiv:2401.06080
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL)
[116]  arXiv:2405.00123 (cross-list from cs.LG) [pdf, other]
Title: Graph Neural Network Approach to Semantic Type Detection in Tables
Authors: Ehsan Hoseinzade, Ke Wang
Journal-ref: In Pacific-Asia Conference on Knowledge Discovery and Data Mining, pp. 121-133. Singapore: Springer Nature Singapore, 2024
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL)
[117]  arXiv:2405.00099 (cross-list from cs.AI) [pdf, other]
Title: Creative Beam Search
Authors: Giorgio Franceschelli, Mirco Musolesi
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG)
[118]  arXiv:2405.00021 (cross-list from cs.CV) [pdf, other]
Title: SIMPLOT: Enhancing Chart Question Answering by Distilling Essentials
Authors: Wonjoong Kim, Sangwu Park, Yeonjun In, Seokwon Han, Chanyoung Park
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)

Wed, 1 May 2024

[119]  arXiv:2404.19737 [pdf, other]
Title: Better & Faster Large Language Models via Multi-token Prediction
Authors: Fabian Gloeckle, Badr Youbi Idrissi, Baptiste Rozière, David Lopez-Paz, Gabriel Synnaeve
Subjects: Computation and Language (cs.CL)
[120]  arXiv:2404.19733 [pdf, other]
Title: Iterative Reasoning Preference Optimization
Authors: Richard Yuanzhe Pang, Weizhe Yuan, Kyunghyun Cho, He He, Sainbayar Sukhbaatar, Jason Weston
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[121]  arXiv:2404.19714 [pdf, other]
Title: ThangDLU at #SMM4H 2024: Encoder-decoder models for classifying text data on social disorders in children and adolescents
Authors: Hoang-Thang Ta, Abu Bakar Siddiqur Rahman, Lotfollah Najjar, Alexander Gelbukh
Comments: 4 pages
Subjects: Computation and Language (cs.CL)
[122]  arXiv:2404.19713 [pdf, ps, other]
Title: Automated Generation of High-Quality Medical Simulation Scenarios Through Integration of Semi-Structured Data and Large Language Models
Authors: Scott Sumpter
Comments: 22 pages but 12 are appendices which are examples of the main text. 3 figures, 4 tables
Subjects: Computation and Language (cs.CL)
[123]  arXiv:2404.19705 [pdf, other]
Title: When to Retrieve: Teaching LLMs to Utilize Information Retrieval Effectively
Authors: Tiziano Labruna, Jon Ander Campos, Gorka Azkune
Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR)
[124]  arXiv:2404.19597 [pdf, other]
Title: Transferring Troubles: Cross-Lingual Transferability of Backdoor Attacks in LLMs with Instruction Tuning
Authors: Xuanli He, Jun Wang, Qiongkai Xu, Pasquale Minervini, Pontus Stenetorp, Benjamin I. P. Rubinstein, Trevor Cohn
Comments: work in progress
Subjects: Computation and Language (cs.CL); Cryptography and Security (cs.CR)
[125]  arXiv:2404.19563 [pdf, other]
Title: RepEval: Effective Text Evaluation with LLM Representation
Authors: Shuqian Sheng, Yi Xu, Tianhang Zhang, Zanwei Shen, Luoyi Fu, Jiaxin Ding, Lei Zhou, Xinbing Wang, Chenghu Zhou
Subjects: Computation and Language (cs.CL)
[126]  arXiv:2404.19553 [pdf, other]
Title: Extending Llama-3's Context Ten-Fold Overnight
Authors: Peitian Zhang, Ninglu Shao, Zheng Liu, Shitao Xiao, Hongjin Qian, Qiwei Ye, Zhicheng Dou
Subjects: Computation and Language (cs.CL)
[127]  arXiv:2404.19543 [pdf, other]
Title: RAG and RAU: A Survey on Retrieval-Augmented Language Model in Natural Language Processing
Authors: Yucheng Hu, Yuxing Lu
Comments: 30 pages, 7 figures. Draft version 1
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[128]  arXiv:2404.19509 [pdf, other]
Title: Do Large Language Models Understand Conversational Implicature -- A case study with a chinese sitcom
Authors: Shisen Yue, Siyuan Song, Xinyuan Cheng, Hai Hu
Comments: 14 pages, 8 tables and 5 figures
Subjects: Computation and Language (cs.CL)
[129]  arXiv:2404.19505 [pdf, other]
Title: Context-Aware Machine Translation with Source Coreference Explanation
Authors: Huy Hien Vu, Hidetaka Kamigaito, Taro Watanabe
Comments: Accepted to TACL. This is a pre-MIT Press publication version
Subjects: Computation and Language (cs.CL)
[130]  arXiv:2404.19486 [pdf, other]
Title: Safe Training with Sensitive In-domain Data: Leveraging Data Fragmentation To Mitigate Linkage Attacks
Authors: Mariia Ignashina, Julia Ive
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[131]  arXiv:2404.19482 [pdf, other]
Title: FactCheck Editor: Multilingual Text Editor with End-to-End fact-checking
Authors: Vinay Setty
Comments: Accepted in SIGIR 2024 (demo track)
Subjects: Computation and Language (cs.CL)
[132]  arXiv:2404.19442 [pdf, other]
Title: Which Nigerian-Pidgin does Generative AI speak?: Issues about Representativeness and Bias for Multilingual and Low Resource Languages
Authors: David Ifeoluwa Adelani, A. Seza Doğruöz, Iyanuoluwa Shode, Anuoluwapo Aremu
Comments: Working paper
Subjects: Computation and Language (cs.CL)
[133]  arXiv:2404.19432 [pdf, other]
Title: Can Large Language Models put 2 and 2 together? Probing for Entailed Arithmetical Relationships
Authors: D. Panas, S. Seth, V. Belle
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[134]  arXiv:2404.19430 [pdf, other]
Title: Sõnajaht: Definition Embeddings and Semantic Search for Reverse Dictionary Creation
Authors: Aleksei Dorkin, Kairit Sirts
Comments: Accepted to *SEM 2024
Subjects: Computation and Language (cs.CL)
[135]  arXiv:2404.19409 [pdf, other]
Title: Countering Reward Over-optimization in LLM with Demonstration-Guided Reinforcement Learning
Authors: Mathieu Rita, Florian Strub, Rahma Chaabouni, Paul Michel, Emmanuel Dupoux, Olivier Pietquin
Subjects: Computation and Language (cs.CL)
[136]  arXiv:2404.19369 [pdf, ps, other]
Title: Evaluating Telugu Proficiency in Large Language Models_ A Comparative Analysis of ChatGPT and Gemini
Authors: Katikela Sreeharsha Kishore, Rahimanuddin Shaik
Subjects: Computation and Language (cs.CL); Human-Computer Interaction (cs.HC)
[137]  arXiv:2404.19364 [pdf, other]
Title: Navigating Brain Language Representations: A Comparative Analysis of Neural Language Models and Psychologically Plausible Models
Authors: Yunhao Zhang, Shaonan Wang, Xinyi Dong, Jiajun Yu, Chengqing Zong
Subjects: Computation and Language (cs.CL)
[138]  arXiv:2404.19363 [pdf, other]
Title: Expressivity and Speech Synthesis
Authors: Andreas Triantafyllopoulos, Björn W. Schuller
Comments: Invited contribution. Under review
Subjects: Computation and Language (cs.CL)
[139]  arXiv:2404.19359 [pdf, other]
Title: Evaluating Lexicon Incorporation for Depression Symptom Estimation
Authors: Kirill Milintsevich, Gaël Dias, Kairit Sirts
Comments: Accepted to Clinical NLP workshop at NAACL 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[140]  arXiv:2404.19335 [pdf, other]
Title: StablePT: Towards Stable Prompting for Few-shot Learning via Input Separation
Authors: Xiaoming Liu, Chen Liu, Zhaohan Zhang, Chengzhengxu Li, Longtian Wang, Yu Lan, Chao Shen
Comments: Submitted to ACL 2024
Subjects: Computation and Language (cs.CL)
[141]  arXiv:2404.19328 [pdf, other]
Title: Computational Approaches for Integrating out Subjectivity in Cognate Synonym Selection
Authors: Luise Häuser, Gerhard Jäger, Alexandros Stamatakis
Comments: Experiments available on GitHub (this https URL, this https URL)
Subjects: Computation and Language (cs.CL); Populations and Evolution (q-bio.PE)
[142]  arXiv:2404.19319 [pdf, other]
Title: Knowledge Distillation vs. Pretraining from Scratch under a Fixed (Computation) Budget
Authors: Minh Duc Bui, Fabian David Schmidt, Goran Glavaš, Katharina von der Wense
Comments: Accepted to the 5th Workshop on Insights from Negative Results in NLP at NAACL 2024
Subjects: Computation and Language (cs.CL)
[143]  arXiv:2404.19316 [pdf, other]
Title: QLSC: A Query Latent Semantic Calibrator for Robust Extractive Question Answering
Authors: Sheng Ouyang, Jianzong Wang, Yong Zhang, Zhitao Li, Ziqi Liang, Xulong Zhang, Ning Cheng, Jing Xiao
Comments: Accepted by the 2024 International Joint Conference on Neural Networks (IJCNN 2024)
Subjects: Computation and Language (cs.CL)
[144]  arXiv:2404.19315 [pdf, other]
Title: Modeling Orthographic Variation in Occitan's Dialects
Authors: Zachary William Hopton (Language and Space Lab, University of Zurich), Noëmi Aepli (Department of Computational Linguistics, University of Zurich)
Comments: Accepted at VarDial 2024: The Eleventh Workshop on NLP for Similar Languages, Varieties and Dialects
Subjects: Computation and Language (cs.CL)
[145]  arXiv:2404.19310 [pdf, other]
Title: Does Whisper understand Swiss German? An automatic, qualitative, and human evaluation
Authors: Eyal Liron Dolev, Clemens Fidel Lutz, Noëmi Aepli
Comments: Accepted to VarDial 2024 (the eleventh Workshop on NLP for Similar Languages, Varieties and Dialects 2024), Mexico City
Subjects: Computation and Language (cs.CL)
[146]  arXiv:2404.19296 [pdf, other]
Title: Octopus v4: Graph of language models
Authors: Wei Chen, Zhiyuan Li
Subjects: Computation and Language (cs.CL)
[147]  arXiv:2404.19260 [pdf, ps, other]
Title: Aspect and Opinion Term Extraction Using Graph Attention Network
Authors: Abir Chakraborty
Subjects: Computation and Language (cs.CL)
[148]  arXiv:2404.19254 [pdf, other]
Title: Suvach -- Generated Hindi QA benchmark
Authors: Vaishak Narayanan, Prabin Raj KP, Saifudheen Nouphal
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[149]  arXiv:2404.19252 [pdf, other]
Title: Exploiting Hatred by Targets for Hate Speech Detection on Vietnamese Social Media Texts
Authors: Cuong Nhat Vo, Khanh Bao Huynh, Son T. Luu, Trong-Hop Do
Subjects: Computation and Language (cs.CL)
[150]  arXiv:2404.19245 [pdf, other]
Title: HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning
Authors: Chunlin Tian, Zhan Shi, Zhijiang Guo, Li Li, Chengzhong Xu
Comments: 19 pages, 7 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[151]  arXiv:2404.19232 [pdf, other]
Title: GRAMMAR: Grounded and Modular Methodology for Assessment of Domain-Specific Retrieval-Augmented Language Model
Authors: Xinzhe Li, Ming Liu, Shang Gao
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[152]  arXiv:2404.19192 [pdf, other]
Title: Mix of Experts Language Model for Named Entity Recognition
Authors: Xinwei Chen, Kun Li, Tianyou Song, Jiangjian Guo
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[153]  arXiv:2404.19178 [pdf, other]
Title: Revenge of the Fallen? Recurrent Models Match Transformers at Predicting Human Language Comprehension Metrics
Authors: James A. Michaelov, Catherine Arnett, Benjamin K. Bergen
Subjects: Computation and Language (cs.CL)
[154]  arXiv:2404.19175 [pdf, other]
Title: Game-MUG: Multimodal Oriented Game Situation Understanding and Commentary Generation Dataset
Authors: Zhihao Zhang, Feiqi Cao, Yingbin Mo, Yiran Zhang, Josiah Poon, Caren Han
Subjects: Computation and Language (cs.CL)
[155]  arXiv:2404.19159 [pdf, other]
Title: What Drives Performance in Multilingual Language Models?
Authors: Sina Bagheri Nezhad, Ameeta Agrawal
Comments: Accepted at VarDial @ NAACL 2024
Subjects: Computation and Language (cs.CL)
[156]  arXiv:2404.19154 [pdf, other]
Title: RTF: Region-based Table Filling Method for Relational Triple Extraction
Authors: Ning An, Lei Hei, Yong Jiang, Weiping Meng, Jingjing Hu, Boran Huang, Feiliang Ren
Comments: Rejected by EMNLP 2023
Subjects: Computation and Language (cs.CL)
[157]  arXiv:2404.19124 [pdf, other]
Title: Accelerating Production LLMs with Combined Token/Embedding Speculators
Authors: Davis Wertheimer, Joshua Rosenkranz, Thomas Parnell, Sahil Suneja, Pavithra Ranganathan, Raghu Ganti, Mudhakar Srivatsa
Subjects: Computation and Language (cs.CL)
[158]  arXiv:2404.19119 [pdf, ps, other]
Title: Effects of Added Emphasis and Pause in Audio Delivery of Health Information
Authors: Arif Ahmed (1), Gondy Leroy (1), Stephen A. Rains (1), Philip Harber (1), David Kauchak (2), Prosanta Barai (1) ((1) The University of Arizona, (2) Pomona College)
Comments: This manuscript is accepted to American Medical Informatics Association summit, 2024
Subjects: Computation and Language (cs.CL)
[159]  arXiv:2404.19094 [pdf, other]
Title: In-Context Symbolic Regression: Leveraging Language Models for Function Discovery
Authors: Matteo Merler, Nicola Dainese, Katsiaryna Haitsiukevich
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[160]  arXiv:2404.19063 [pdf, other]
Title: SuperCLUE-Fin: Graded Fine-Grained Analysis of Chinese LLMs on Diverse Financial Tasks and Applications
Authors: Liang Xu, Lei Zhu, Yaotong Wu, Hang Xue
Comments: 11 pages, 19 figures, and tables
Subjects: Computation and Language (cs.CL)
[161]  arXiv:2404.19055 [pdf, other]
Title: Plan of Thoughts: Heuristic-Guided Problem Solving with Large Language Models
Authors: Houjun Liu
Comments: 7 pages, 2 figures
Subjects: Computation and Language (cs.CL)
[162]  arXiv:2404.19048 [pdf, other]
Title: A Framework for Real-time Safeguarding the Text Generation of Large Language Model
Authors: Ximing Dong, Dayi Lin, Shaowei Wang, Ahmed E. Hassan
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[163]  arXiv:2404.19007 [pdf, other]
Title: How Did We Get Here? Summarizing Conversation Dynamics
Authors: Yilun Hua, Nicholas Chernogor, Yuzhe Gu, Seoyeon Julie Jeong, Miranda Luo, Cristian Danescu-Niculescu-Mizil
Comments: To appear in the Proceedings of NAACL 2024. Data available in ConvoKit this https URL
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
[164]  arXiv:2404.18988 [pdf, other]
Title: Markovian Agents for Truthful Language Modeling
Authors: Scott Viteri, Max Lamparth, Peter Chatain, Clark Barrett
Comments: 21 pages, 6 figures
Subjects: Computation and Language (cs.CL)
[165]  arXiv:2404.18977 [pdf, other]
Title: Computational Job Market Analysis with Natural Language Processing
Authors: Mike Zhang
Comments: Ph.D. Thesis (315 total pages, 52 figures). The thesis slightly modified with this https URL ISBN (electronic): 978-87-7949-414-5
Subjects: Computation and Language (cs.CL)
[166]  arXiv:2404.18971 [pdf, other]
Title: Credible, Unreliable or Leaked?: Evidence Verification for Enhanced Automated Fact-checking
Authors: Zacharias Chrysidis, Stefanos-Iordanis Papadopoulos, Symeon Papadopoulos, Panagiotis C. Petrantonakis
Subjects: Computation and Language (cs.CL); Computers and Society (cs.CY); Information Retrieval (cs.IR); Social and Information Networks (cs.SI)
[167]  arXiv:2404.18942 [pdf, other]
Title: GuideWalk -- Heterogeneous Data Fusion for Enhanced Learning -- A Multiclass Document Classification Case
Authors: Sarmad N. Mohammed, Semra Gündüç
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Social and Information Networks (cs.SI)
[168]  arXiv:2404.19753 (cross-list from cs.CV) [pdf, other]
Title: DOCCI: Descriptions of Connected and Contrasting Images
Authors: Yasumasa Onoe, Sunayana Rane, Zachary Berger, Yonatan Bitton, Jaemin Cho, Roopal Garg, Alexander Ku, Zarana Parekh, Jordi Pont-Tuset, Garrett Tanzer, Su Wang, Jason Baldridge
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[169]  arXiv:2404.19721 (cross-list from cs.AI) [pdf, ps, other]
Title: PANGeA: Procedural Artificial Narrative using Generative AI for Turn-Based Video Games
Authors: Steph Buongiorno, Lawrence Jake Klinkert, Tanishq Chawla, Zixin Zhuang, Corey Clark
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[170]  arXiv:2404.19708 (cross-list from cs.LG) [pdf, other]
Title: Harmonic LLMs are Trustworthy
Authors: Nicholas S. Kersting, Mohammad Rahman, Suchismitha Vedala, Yang Wang
Comments: 15 pages, 4 figures, 14 tables
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Human-Computer Interaction (cs.HC)
[171]  arXiv:2404.19696 (cross-list from cs.CV) [pdf, other]
Title: Naturally Supervised 3D Visual Grounding with Language-Regularized Concept Learners
Authors: Chun Feng, Joy Hsu, Weiyu Liu, Jiajun Wu
Comments: CVPR 2024. The first two authors contributed equally
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[172]  arXiv:2404.19484 (cross-list from cs.LG) [pdf, other]
Title: More Compute Is What You Need
Authors: Zhen Guo
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[173]  arXiv:2404.19360 (cross-list from cs.CV) [pdf, other]
Title: Large Language Model Informed Patent Image Retrieval
Authors: Hao-Cheng Lo, Jung-Mei Chu, Jieh Hsiang, Chun-Chieh Cho
Comments: 8 pages. Under review
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL); Information Retrieval (cs.IR)
[174]  arXiv:2404.19318 (cross-list from cs.SE) [pdf, other]
Title: Enhancing Trust in LLM-Generated Code Summaries with Calibrated Confidence Scores
Authors: Yuvraj Virk, Premkumar Devanbu, Toufique Ahmed
Subjects: Software Engineering (cs.SE); Computation and Language (cs.CL)
[175]  arXiv:2404.19317 (cross-list from cs.CV) [pdf, other]
Title: Revisiting N-Gram Models: Their Impact in Modern Neural Networks for Handwritten Text Recognition
Authors: Solène Tarride, Christopher Kermorvant
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)
[176]  arXiv:2404.19234 (cross-list from cs.AI) [pdf, other]
Title: Multi-hop Question Answering over Knowledge Graphs using Large Language Models
Authors: Abir Chakraborty
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Databases (cs.DB)
[177]  arXiv:2404.19221 (cross-list from cs.CV) [pdf, other]
Title: Transcrib3D: 3D Referring Expression Resolution through Large Language Models
Authors: Jiading Fang, Xiangshan Tan, Shengjie Lin, Igor Vasiljevic, Vitor Guizilini, Hongyuan Mei, Rares Ambrus, Gregory Shakhnarovich, Matthew R Walter
Comments: CORLW 2023
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)
[178]  arXiv:2404.19128 (cross-list from cs.CV) [pdf, other]
Title: Q-GroundCAM: Quantifying Grounding in Vision Language Models via GradCAM
Authors: Navid Rajabi, Jana Kosecka
Comments: Accepted to CVPR 2024, Second Workshop on Foundation Models (WFM)
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL); Machine Learning (cs.LG)
[179]  arXiv:2404.19071 (cross-list from cs.HC) [pdf, other]
Title: Blind Spots and Biases: Exploring the Role of Annotator Cognitive Biases in NLP
Authors: Sanjana Gautam, Mukund Srinath
Subjects: Human-Computer Interaction (cs.HC); Computation and Language (cs.CL)
[180]  arXiv:2404.19065 (cross-list from cs.AI) [pdf, other]
Title: HELPER-X: A Unified Instructable Embodied Agent to Tackle Four Interactive Vision-Language Domains with Memory-Augmented Language Models
Authors: Gabriel Sarch, Sahil Somani, Raghav Kapoor, Michael J. Tarr, Katerina Fragkiadaki
Comments: Videos and code this https URL
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[181]  arXiv:2404.18976 (cross-list from cs.LG) [pdf, other]
Title: Foundations of Multisensory Artificial Intelligence
Authors: Paul Pu Liang
Comments: CMU Machine Learning Department PhD Thesis
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV); Multimedia (cs.MM)
[182]  arXiv:2404.18963 (cross-list from cs.LG) [pdf, other]
Title: RE-GrievanceAssist: Enhancing Customer Experience through ML-Powered Complaint Management
Authors: Venkatesh C, Harshit Oberoi, Anurag Kumar Pandey, Anil Goyal, Nikhil Sikka
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL)

Tue, 30 Apr 2024

[183]  arXiv:2404.18923 [pdf, other]
Title: Holmes: Benchmark the Linguistic Competence of Language Models
Authors: Andreas Waldis, Yotam Perlitz, Leshem Choshen, Yufang Hou, Iryna Gurevych
Subjects: Computation and Language (cs.CL)
[184]  arXiv:2404.18911 [pdf, other]
Title: Kangaroo: Lossless Self-Speculative Decoding via Double Early Exiting
Authors: Fangcheng Liu, Yehui Tang, Zhenhua Liu, Yunsheng Ni, Kai Han, Yunhe Wang
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[185]  arXiv:2404.18880 [pdf, ps, other]
Title: Spivavtor: An Instruction Tuned Ukrainian Text Editing Model
Authors: Aman Saini, Artem Chernodub, Vipul Raheja, Vivek Kulkarni
Comments: Accepted to UNLP Workshop 2024
Subjects: Computation and Language (cs.CL)
[186]  arXiv:2404.18870 [pdf, other]
Title: More RLHF, More Trust? On The Impact of Human Preference Alignment On Language Model Trustworthiness
Authors: Aaron J. Li, Satyapriya Krishna, Himabindu Lakkaraju
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[187]  arXiv:2404.18865 [pdf, other]
Title: Truth-value judgment in language models: belief directions are context sensitive
Authors: Stefan F. Schouten, Peter Bloem, Ilia Markov, Piek Vossen
Subjects: Computation and Language (cs.CL)
[188]  arXiv:2404.18851 [pdf, other]
Title: A Comprehensive Rubric for Annotating Pathological Speech
Authors: Mario Corrales-Astorgano, David Escudero-Mancebo, Lourdes Aguilar, Valle Flores-Lucas, Valentín Cardeñoso-Payo, Carlos Vivaracho-Pascual, César González-Ferreras
Comments: Submitted to LREC-Coling 2024
Subjects: Computation and Language (cs.CL)
[189]  arXiv:2404.18832 [pdf, other]
Title: It's Difficult to be Neutral -- Human and LLM-based Sentiment Annotation of Patient Comments
Authors: Petter Mæhlum, David Samuel, Rebecka Maria Norman, Elma Jelin, Øyvind Andresen Bjertnæs, Lilja Øvrelid, Erik Velldal
Subjects: Computation and Language (cs.CL)
[190]  arXiv:2404.18824 [pdf, other]
Title: Benchmarking Benchmark Leakage in Large Language Models
Authors: Ruijie Xu, Zengzhi Wang, Run-Ze Fan, Pengfei Liu
Comments: 30 pages; Homepage: this https URL
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[191]  arXiv:2404.18810 [pdf, other]
Title: Unknown Script: Impact of Script on Cross-Lingual Transfer
Authors: Wondimagegnhue Tsegaye Tufa, Ilia Markov, Piek Vossen
Comments: Paper accepted to NAACL Student Research Workshop (SRW) 2024
Subjects: Computation and Language (cs.CL)
[192]  arXiv:2404.18796 [pdf, other]
Title: Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models
Authors: Pat Verga, Sebastian Hofstatter, Sophia Althammer, Yixuan Su, Aleksandra Piktus, Arkady Arkhangorodsky, Minjie Xu, Naomi White, Patrick Lewis
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[193]  arXiv:2404.18784 [pdf, other]
Title: Where on Earth Do Users Say They Are?: Geo-Entity Linking for Noisy Multilingual User Input
Authors: Tessa Masis, Brendan O'Connor
Comments: NLP+CSS workshop at NAACL 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[194]  arXiv:2404.18759 [pdf, ps, other]
Title: Towards A Structured Overview of Use Cases for Natural Language Processing in the Legal Domain: A German Perspective
Authors: Juraj Vladika, Stephen Meisenbacher, Martina Preis, Alexandra Klymenko, Florian Matthes
Comments: 10 pages, 6 tables, 30th Americas Conference on Information Systems (AMCIS 2024)
Subjects: Computation and Language (cs.CL); Computers and Society (cs.CY)
[195]  arXiv:2404.18739 [pdf, other]
Title: Towards Dog Bark Decoding: Leveraging Human Speech Processing for Automated Bark Classification
Authors: Artem Abzaliev, Humberto Pérez Espinosa, Rada Mihalcea
Comments: to be published in LREC-COLING 2024
Subjects: Computation and Language (cs.CL)
[196]  arXiv:2404.18726 [pdf, other]
Title: The Constant in HATE: Analyzing Toxicity in Reddit across Topics and Languages
Authors: Wondimagegnhue Tsegaye Tufa, Ilia Markov, Piek Vossen
Comments: Accepted to TRAC 2024
Subjects: Computation and Language (cs.CL)
[197]  arXiv:2404.18708 [pdf, other]
Title: Iconic Gesture Semantics
Authors: Andy Lücking, Alexander Henlein, Alexander Mehler
Comments: 39 pages, 28 figures, under revision
Subjects: Computation and Language (cs.CL)
[198]  arXiv:2404.18684 [pdf, other]
Title: Work Smarter...Not Harder: Efficient Minimization of Dependency Length in SOV Languages
Authors: Sidharth Ranjan, Titus von der Malsburg
Comments: Accepted at CogSci-2024 as talk with full paper publication
Subjects: Computation and Language (cs.CL); Theoretical Economics (econ.TH); Optimization and Control (math.OC)
[199]  arXiv:2404.18655 [pdf, other]
Title: Revealing the Parametric Knowledge of Language Models: A Unified Framework for Attribution Methods
Authors: Haeun Yu, Pepa Atanasova, Isabelle Augenstein
Comments: 14 pages, 6 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[200]  arXiv:2404.18624 [pdf, other]
Title: Do Vision & Language Decoders use Images and Text equally? How Self-consistent are their Explanations?
Authors: Letitia Parcalabescu, Anette Frank
Comments: 27 pages, from which 12 pages contain the text of the main paper. 8 figures, 11 tables
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[201]  arXiv:2404.18615 [pdf, other]
Title: The SAMER Arabic Text Simplification Corpus
Authors: Bashar Alhafni, Reem Hazim, Juan Piñeros Liberato, Muhamed Al Khalil, Nizar Habash
Comments: Accepted to LREC-COLING 2024. 15 pages, 6 tables, 1 figure
Subjects: Computation and Language (cs.CL)
[202]  arXiv:2404.18585 [pdf, other]
Title: FREB-TQA: A Fine-Grained Robustness Evaluation Benchmark for Table Question Answering
Authors: Wei Zhou, Mohsen Mesgar, Heike Adel, Annemarie Friedrich
Comments: Accepted at NAACL 2024
Subjects: Computation and Language (cs.CL)
[203]  arXiv:2404.18570 [pdf, other]
Title: Analyzing Semantic Change through Lexical Replacements
Authors: Francesco Periti, Pierluigi Cassotti, Haim Dubossarsky, Nina Tahmasebi
Subjects: Computation and Language (cs.CL)
[204]  arXiv:2404.18564 [pdf, other]
Title: Injecting Salesperson's Dialogue Strategies in Large Language Models with Chain-of-Thought Reasoning
Authors: Wen-Yu Chang, Yun-Nung Chen
Comments: arXiv admin note: substantial text overlap with arXiv:2308.14266
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[205]  arXiv:2404.18557 [pdf, other]
Title: Can GPT-4 do L2 analytic assessment?
Authors: Stefano Bannò, Hari Krishna Vydana, Kate M. Knill, Mark J. F. Gales
Comments: Accepted for the 19th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2024)
Subjects: Computation and Language (cs.CL)
[206]  arXiv:2404.18543 [pdf, other]
Title: Time Machine GPT
Authors: Felix Drinkall, Eghbal Rahimikia, Janet B. Pierrehumbert, Stefan Zohren
Comments: NAACL Findings 2024
Subjects: Computation and Language (cs.CL); Computational Engineering, Finance, and Science (cs.CE); Machine Learning (cs.LG)
[207]  arXiv:2404.18534 [pdf, other]
Title: Evaluating and Mitigating Linguistic Discrimination in Large Language Models
Authors: Guoliang Dong, Haoyu Wang, Jun Sun, Xinyu Wang
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR); Software Engineering (cs.SE)
[208]  arXiv:2404.18532 [pdf, other]
Title: MileBench: Benchmarking MLLMs in Long Context
Authors: Dingjie Song, Shunian Chen, Guiming Hardy Chen, Fei Yu, Xiang Wan, Benyou Wang
Comments: 29 pages, 13 figures, 14 tables
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[209]  arXiv:2404.18510 [pdf, other]
Title: Explainability of Machine Learning Approaches in Forensic Linguistics: A Case Study in Geolinguistic Authorship Profiling
Authors: Dana Roemling, Yves Scherrer, Aleksandra Miletic
Subjects: Computation and Language (cs.CL)
[210]  arXiv:2404.18466 [pdf, other]
Title: HFT: Half Fine-Tuning for Large Language Models
Authors: Tingfeng Hui, Zhenyu Zhang, Shuohuan Wang, Weiran Xu, Yu Sun, Hua Wu
Comments: Work in progress
Subjects: Computation and Language (cs.CL)
[211]  arXiv:2404.18460 [pdf, other]
Title: Ethical Reasoning and Moral Value Alignment of LLMs Depend on the Language we Prompt them in
Authors: Utkarsh Agarwal, Kumar Tanmay, Aditi Khandelwal, Monojit Choudhury
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[212]  arXiv:2404.18443 [pdf, other]
Title: BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers
Authors: Ran Xu, Wenqi Shi, Yue Yu, Yuchen Zhuang, Yanqiao Zhu, May D. Wang, Joyce C. Ho, Chao Zhang, Carl Yang
Comments: Work in progress. The model and data will be uploaded to \url{this https URL}
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR); Quantitative Methods (q-bio.QM)
[213]  arXiv:2404.18410 [pdf, other]
Title: Mixture-of-Instructions: Comprehensive Alignment of a Large Language Model through the Mixture of Diverse System Prompting Instructions
Authors: Bowen Xu, Shaoyu Wu, Kai Liu, Lulu Hu
Subjects: Computation and Language (cs.CL)
[214]  arXiv:2404.18398 [pdf, other]
Title: MM-TTS: A Unified Framework for Multimodal, Prompt-Induced Emotional Text-to-Speech Synthesis
Authors: Xiang Li, Zhi-Qi Cheng, Jun-Yan He, Xiaojiang Peng, Alexander G. Hauptmann
Subjects: Computation and Language (cs.CL); Multimedia (cs.MM)
[215]  arXiv:2404.18384 [pdf, other]
Title: Exploring the Limits of Fine-grained LLM-based Physics Inference via Premise Removal Interventions
Authors: Jordan Meadows, Tamsin James, Andre Freitas
Subjects: Computation and Language (cs.CL)
[216]  arXiv:2404.18371 [pdf, other]
Title: QANA: LLM-based Question Generation and Network Analysis for Zero-shot Key Point Analysis and Beyond
Authors: Tomoki Fukuma, Koki Noda, Toshihide Ubukata Kousuke Hoso, Yoshiharu Ichikawa, Kyosuke Kambe, Yu Masubuch, Fujio Toriumi
Comments: Under review as a conference paper at COLM 2024
Subjects: Computation and Language (cs.CL)
[217]  arXiv:2404.18359 [pdf, other]
Title: FoundaBench: Evaluating Chinese Fundamental Knowledge Capabilities of Large Language Models
Authors: Wei Li, Ren Ma, Jiang Wu, Chenya Gu, Jiahui Peng, Jinyang Len, Songyang Zhang, Hang Yan, Dahua Lin, Conghui He
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[218]  arXiv:2404.18286 [pdf, other]
Title: Comparing LLM prompting with Cross-lingual transfer performance on Indigenous and Low-resource Brazilian Languages
Authors: David Ifeoluwa Adelani, A. Seza Doğruöz, André Coneglian, Atul Kr. Ojha
Comments: Accepted to the Americas NLP Workshop at NAACL 2024 (this https URL)
Subjects: Computation and Language (cs.CL)
[219]  arXiv:2404.18276 [pdf, ps, other]
Title: Bias Neutralization Framework: Measuring Fairness in Large Language Models with Bias Intelligence Quotient (BiQ)
Authors: Malur Narayan, John Pasmore, Elton Sampaio, Vijay Raghavan, Gabriella Waters
Comments: 41 pages
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[220]  arXiv:2404.18271 [pdf, other]
Title: Parameter-Efficient Tuning Large Language Models for Graph Representation Learning
Authors: Qi Zhu, Da Zheng, Xiang Song, Shichang Zhang, Bowen Jin, Yizhou Sun, George Karypis
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[221]  arXiv:2404.18264 [pdf, other]
Title: Modeling Orthographic Variation Improves NLP Performance for Nigerian Pidgin
Authors: Pin-Jie Lin, Merel Scholman, Muhammed Saeed, Vera Demberg
Comments: Accepted to LREC-COLING 2024 Main Conference
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[222]  arXiv:2404.18257 [pdf, other]
Title: Mapping 'when'-clauses in Latin American and Caribbean languages: an experiment in subtoken-based typology
Authors: Nilo Pedrazzini
Comments: 10 pages, 6 figures. To be published in the 2024 Proceedings of the Workshop on Natural Language Processing for Indigenous Languages of the Americas (AmericasNLP)
Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR)
[223]  arXiv:2404.18255 [pdf, other]
Title: PatentGPT: A Large Language Model for Intellectual Property
Authors: Zilong Bai, Ruiji Zhang, Linqing Chen, Qijun Cai, Yuan Zhong, Cong Wang, Yan Fang, Jie Fang, Jing Sun, Weikuan Wang, Lizhi Zhou, Haoran Hua, Tian Qiu, Chaochao Wang, Cheng Sun, Jianping Lu, Yixin Wang, Yubin Xia, Meng Hu, Haowen Liu, Peng Xu, Licong Xu, Fu Bian, Xiaolong Gu, Lisha Zhang, Weilei Wang, Changyang Tu
Comments: 19 pages, 9 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[224]  arXiv:2404.18243 [pdf, other]
Title: LEGENT: Open Platform for Embodied Agents
Authors: Zhili Cheng, Zhitong Wang, Jinyi Hu, Shengding Hu, An Liu, Yuge Tu, Pengkai Li, Lei Shi, Zhiyuan Liu, Maosong Sun
Comments: Demo Paper
Subjects: Computation and Language (cs.CL)
[225]  arXiv:2404.18231 [pdf, other]
Title: From Persona to Personalization: A Survey on Role-Playing Language Agents
Authors: Jiangjie Chen, Xintao Wang, Rui Xu, Siyu Yuan, Yikai Zhang, Wei Shi, Jian Xie, Shuang Li, Ruihan Yang, Tinghui Zhu, Aili Chen, Nianqi Li, Lida Chen, Caiyu Hu, Siye Wu, Scott Ren, Ziquan Fu, Yanghua Xiao
Comments: Preprint
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[226]  arXiv:2404.18228 [pdf, other]
Title: TextGram: Towards a better domain-adaptive pretraining
Authors: Sharayu Hiwarkhedkar, Saloni Mittal, Vidula Magdum, Omkar Dhekane, Raviraj Joshi, Geetanjali Kale, Arnav Ladkat
Comments: Accepted at SPELLL 2023
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[227]  arXiv:2404.18216 [pdf, other]
Title: L3Cube-MahaNews: News-based Short Text and Long Document Classification Datasets in Marathi
Authors: Saloni Mittal, Vidula Magdum, Omkar Dhekane, Sharayu Hiwarkhedkar, Raviraj Joshi
Comments: Accepted at SPELLL 2023
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[228]  arXiv:2404.18191 [pdf, other]
Title: Exploring the Robustness of In-Context Learning with Noisy Labels
Authors: Chen Cheng, Xinzhi Yu, Haodong Wen, Jingsong Sun, Guanzhang Yue, Yihao Zhang, Zeming Wei
Comments: ICLR 2024 Workshop on Reliable and Responsible Foundation Models
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR); Machine Learning (cs.LG); Optimization and Control (math.OC)
[229]  arXiv:2404.18180 [pdf, other]
Title: EkoHate: Abusive Language and Hate Speech Detection for Code-switched Political Discussions on Nigerian Twitter
Authors: Comfort Eseohen Ilevbare, Jesujoba O. Alabi, David Ifeoluwa Adelani, Firdous Damilola Bakare, Oluwatoyin Bunmi Abiola, Oluwaseyi Adesina Adeyemo
Comments: AfricaNLP workshop @ ICLR2024 and WOAH @ NAACL2024
Subjects: Computation and Language (cs.CL)
[230]  arXiv:2404.18154 [pdf, other]
Title: Explaining vague language
Authors: Paul Égré, Benjamin Spector
Subjects: Computation and Language (cs.CL); Computer Science and Game Theory (cs.GT); Information Theory (cs.IT)
[231]  arXiv:2404.18085 [pdf, other]
Title: CRE-LLM: A Domain-Specific Chinese Relation Extraction Framework with Fine-tuned Large Language Model
Authors: Zhengpeng Shi, Haoran Luo
Comments: preprint
Subjects: Computation and Language (cs.CL)
[232]  arXiv:2404.18072 [pdf, ps, other]
Title: Contextual Spelling Correction with Language Model for Low-resource Setting
Authors: Nishant Luitel, Nirajan Bekoju, Anand Kumar Sah, Subarna Shakya
Comments: 8 pages
Subjects: Computation and Language (cs.CL)
[233]  arXiv:2404.18071 [pdf, ps, other]
Title: Can Perplexity Predict Fine-Tuning Performance? An Investigation of Tokenization Effects on Sequential Language Models for Nepali
Authors: Nishant Luitel, Nirajan Bekoju, Anand Kumar Sah, Subarna Shakya
Comments: 11 pages
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[234]  arXiv:2404.18057 [pdf, other]
Title: Efficient LLM Inference with Kcache
Authors: Qiaozhi He, Zhihua Wu
Comments: Technical Report, 8 pages
Subjects: Computation and Language (cs.CL)
[235]  arXiv:2404.18043 [pdf, ps, other]
Title: Utilizing Large Language Models for Information Extraction from Real Estate Transactions
Authors: Yu Zhao, Haoxiang Gao
Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR); Machine Learning (cs.LG)
[236]  arXiv:2404.18040 [pdf, other]
Title: Fashion Recommendation: Outfit Compatibility using GNN
Authors: Samaksh Gulati
Subjects: Computation and Language (cs.CL)
[237]  arXiv:2404.18031 [pdf, other]
Title: Quality Estimation with $k$-nearest Neighbors and Automatic Evaluation for Model-specific Quality Estimation
Authors: Tu Anh Dinh, Tobias Palzer, Jan Niehues
Comments: Accepted to EAMT 2024
Subjects: Computation and Language (cs.CL)
[238]  arXiv:2404.17999 [pdf, other]
Title: MediFact at MEDIQA-CORR 2024: Why AI Needs a Human Touch
Authors: Nadia Saeed
Comments: 7 pages, 4 figures, Clinical NLP 2024 Workshop
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[239]  arXiv:2404.17991 [pdf, other]
Title: Enhancing Pre-Trained Generative Language Models with Question Attended Span Extraction on Machine Reading Comprehension
Authors: Lin Ai, Zheng Hui, Zizhou Liu, Julia Hirschberg
Subjects: Computation and Language (cs.CL)
[240]  arXiv:2404.17985 [pdf, other]
Title: Detection of Conspiracy Theories Beyond Keyword Bias in German-Language Telegram Using Large Language Models
Authors: Milena Pustet, Elisabeth Steffen, Helena Mihaljević
Comments: Accepted to the 8th Workshop on Online Abuse and Harms (WOAH), ACL 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Social and Information Networks (cs.SI)
[241]  arXiv:2404.17975 [pdf, ps, other]
Title: Automating Customer Needs Analysis: A Comparative Study of Large Language Models in the Travel Industry
Authors: Simone Barandoni, Filippo Chiarello, Lorenzo Cascone, Emiliano Marrale, Salvatore Puccio
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)
[242]  arXiv:2404.17968 [pdf, other]
Title: Usefulness of Emotional Prosody in Neural Machine Translation
Authors: Charles Brazier, Jean-Luc Rouas
Comments: 5 pages, In Proceedings of the 11th International Conference on Speech Prosody (SP), Leiden, The Netherlands, 2024
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[243]  arXiv:2404.17949 [pdf, other]
Title: Transfer Learning Enhanced Single-choice Decision for Multi-choice Question Answering
Authors: Chenhao Cui, Yufan Jiang, Shuangzhi Wu, Zhoujun Li
Comments: 10 pages, 1 figures.This article supersedes arXiv:2011.03292
Subjects: Computation and Language (cs.CL)
[244]  arXiv:2404.17918 [pdf, other]
Title: I Have an Attention Bridge to Sell You: Generalization Capabilities of Modular Translation Architectures
Authors: Timothee Mickus, Raúl Vázquez, Joseph Attieh
Subjects: Computation and Language (cs.CL)
[245]  arXiv:2404.17912 [pdf, other]
Title: SERPENT-VLM : Self-Refining Radiology Report Generation Using Vision Language Models
Authors: Manav Nitin Kapadnis, Sohan Patnaik, Abhilash Nandy, Sourjyadip Ray, Pawan Goyal, Debdoot Sheet
Comments: 8 pages, 3 figures, 4 tables, Accepted as oral at Clinical NLP workshop at NAACL 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[246]  arXiv:2404.17897 [pdf, other]
Title: Tool Calling: Enhancing Medication Consultation via Retrieval-Augmented Large Language Models
Authors: Zhongzhen Huang, Kui Xue, Yongqi Fan, Linjie Mu, Ruoyu Liu, Tong Ruan, Shaoting Zhang, Xiaofan Zhang
Subjects: Computation and Language (cs.CL)
[247]  arXiv:2404.17877 [pdf, ps, other]
Title: PromptCL: Improving Event Representation via Prompt Template and Contrastive Learning
Authors: Yubo Feng, Lishuang Li, Yi Xiang, Xueyang Qin
Comments: NLPCC 2023 Best Student Paper
Journal-ref: Natural Language Processing and Chinese Computing (NLPCC 2023)
Subjects: Computation and Language (cs.CL)
[248]  arXiv:2404.17874 [pdf, other]
Title: From Languages to Geographies: Towards Evaluating Cultural Bias in Hate Speech Datasets
Authors: Manuel Tonneau, Diyi Liu, Samuel Fraiberger, Ralph Schroeder, Scott A. Hale, Paul Röttger
Comments: Accepted at WOAH (NAACL 2024)
Subjects: Computation and Language (cs.CL)
[249]  arXiv:2404.17862 [pdf, other]
Title: Revisiting Multimodal Emotion Recognition in Conversation from the Perspective of Graph Spectrum
Authors: Tao Meng, Fuchen Zhang, Yuntao Shou, Wei Ai, Nan Yin, Keqin Li
Comments: 10 pages, 4 figures
Subjects: Computation and Language (cs.CL)
[250]  arXiv:2404.17858 [pdf, other]
Title: Revisiting Multi-modal Emotion Learning with Broad State Space Models and Probability-guidance Fusion
Authors: Yuntao Shou, Tao Meng, Fuchen Zhang, Nan Yin, Keqin Li
Comments: 10 pages, 6 figures
Subjects: Computation and Language (cs.CL)
[251]  arXiv:2404.17841 [pdf, other]
Title: Toxicity Classification in Ukrainian
Authors: Daryna Dementieva, Valeriia Khylenko, Nikolay Babakov, Georg Groh
Comments: Accepted to WOAH, NAACL, 2024. arXiv admin note: text overlap with arXiv:2404.02043
Subjects: Computation and Language (cs.CL)
[252]  arXiv:2404.17835 [pdf, other]
Title: VANER: Leveraging Large Language Model for Versatile and Adaptive Biomedical Named Entity Recognition
Authors: Junyi Biana, Weiqi Zhai, Xiaodi Huang, Jiaxuan Zheng, Shanfeng Zhu
Subjects: Computation and Language (cs.CL)
[253]  arXiv:2404.17832 [pdf, other]
Title: Evaluation of Few-Shot Learning for Classification Tasks in the Polish Language
Authors: Tsimur Hadeliya, Dariusz Kajtoch
Comments: 34 pages, 3 figures, 10 tables
Subjects: Computation and Language (cs.CL)
[254]  arXiv:2404.17809 [pdf, other]
Title: Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction
Authors: Guozheng Li, Peng Wang, Wenjun Ke, Yikai Guo, Ke Ji, Ziyu Shang, Jiajun Liu, Zijie Xu
Comments: IJCAI 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[255]  arXiv:2404.17808 [pdf, other]
Title: Scaffold-BPE: Enhancing Byte Pair Encoding with Simple and Effective Scaffold Token Removal
Authors: Haoran Lian, Yizhe Xiong, Jianwei Niu, Shasha Mo, Zhenpeng Su, Zijia Lin, Peng Liu, Hui Chen, Guiguang Ding
Subjects: Computation and Language (cs.CL)
[256]  arXiv:2404.17807 [pdf, other]
Title: Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors
Authors: Guozheng Li, Peng Wang, Jiajun Liu, Yikai Guo, Ke Ji, Ziyu Shang, Zijie Xu
Comments: IJCAI 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[257]  arXiv:2404.17802 [pdf, other]
Title: Empirical Analysis of Dialogue Relation Extraction with Large Language Models
Authors: Guozheng Li, Zijie Xu, Ziyu Shang, Jiajun Liu, Ke Ji, Yikai Guo
Comments: IJCAI 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[258]  arXiv:2404.17790 [pdf, other]
Title: Continual Pre-Training for Cross-Lingual LLM Adaptation: Enhancing Japanese Language Capabilities
Authors: Kazuki Fujii, Taishi Nakamura, Mengsay Loem, Hiroki Iida, Masanari Ohi, Kakeru Hattori, Hirai Shota, Sakae Mizuki, Rio Yokota, Naoaki Okazaki
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[259]  arXiv:2404.17785 [pdf, other]
Title: Temporal Scaling Law for Large Language Models
Authors: Yizhe Xiong, Xiansheng Chen, Xin Ye, Hui Chen, Zijia Lin, Haoran Lian, Jianwei Niu, Guiguang Ding
Comments: Work in progress
Subjects: Computation and Language (cs.CL)
[260]  arXiv:2404.17779 [pdf, other]
Title: Medical Vision-Language Pre-Training for Brain Abnormalities
Authors: Masoud Monajatipoor, Zi-Yi Dou, Aichi Chien, Nanyun Peng, Kai-Wei Chang
Subjects: Computation and Language (cs.CL)
[261]  arXiv:2404.17778 [pdf, other]
Title: MRScore: Evaluating Radiology Report Generation with LLM-based Reward System
Authors: Yunyi Liu, Zhanyu Wang, Yingshu Li, Xinyu Liang, Lingqiao Liu, Lei Wang, Luping Zhou
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[262]  arXiv:2404.17733 [pdf, other]
Title: Building a Large Japanese Web Corpus for Large Language Models
Authors: Naoaki Okazaki, Kakeru Hattori, Hirai Shota, Hiroki Iida, Masanari Ohi, Kazuki Fujii, Taishi Nakamura, Mengsay Loem, Rio Yokota, Sakae Mizuki
Comments: 17 pages
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[263]  arXiv:2404.17729 [pdf, other]
Title: CoMM: Collaborative Multi-Agent, Multi-Reasoning-Path Prompting for Complex Problem Solving
Authors: Pei Chen, Boran Han, Shuai Zhang
Comments: Accepted to NAACL 2024
Subjects: Computation and Language (cs.CL)
[264]  arXiv:2404.17662 [pdf, other]
Title: PLAYER*: Enhancing LLM-based Multi-Agent Communication and Interaction in Murder Mystery Games
Authors: Qinglin Zhu, Runcong Zhao, Jinhua Du, Lin Gui, Yulan He
Subjects: Computation and Language (cs.CL)
[265]  arXiv:2404.17642 [pdf, other]
Title: Empowering Large Language Models for Textual Data Augmentation
Authors: Yichuan Li, Kaize Ding, Jianling Wang, Kyumin Lee
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[266]  arXiv:2404.18928 (cross-list from cs.CV) [pdf, other]
Title: Stylus: Automatic Adapter Selection for Diffusion Models
Authors: Michael Luo, Justin Wong, Brandon Trabucco, Yanping Huang, Joseph E. Gonzalez, Zhifeng Chen, Ruslan Salakhutdinov, Ion Stoica
Comments: Project Website: this https URL
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Graphics (cs.GR); Machine Learning (cs.LG)
[267]  arXiv:2404.18922 (cross-list from cs.LG) [pdf, other]
Title: DPO Meets PPO: Reinforced Token Optimization for RLHF
Authors: Han Zhong, Guhao Feng, Wei Xiong, Li Zhao, Di He, Jiang Bian, Liwei Wang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (stat.ML)
[268]  arXiv:2404.18722 (cross-list from cs.CV) [pdf, ps, other]
Title: Improving Automatic Text Recognition with Language Models in the PyLaia Open-Source Library
Authors: Solène Tarride, Yoann Schneider, Marie Generali-Lince, Mélodie Boillet, Bastien Abadie, Christopher Kermorvant
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)
[269]  arXiv:2404.18518 (cross-list from cs.DL) [pdf, ps, other]
Title: From ChatGPT, DALL-E 3 to Sora: How has Generative AI Changed Digital Humanities Research and Services?
Authors: Jiangfeng Liu, Ziyi Wang, Jing Xie, Lei Pei
Comments: 21 pages, 3 figures
Subjects: Digital Libraries (cs.DL); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computers and Society (cs.CY)
[270]  arXiv:2404.18470 (cross-list from cs.CE) [pdf, other]
Title: ECC Analyzer: Extract Trading Signal from Earnings Conference Calls using Large Language Model for Stock Performance Prediction
Authors: Yupeng Cao, Zhi Chen, Qingyun Pei, Prashant Kumar, K.P. Subbalakshmi, Papa Momar Ndiaye
Comments: 15 pages, 3 figures, 5 tables
Subjects: Computational Engineering, Finance, and Science (cs.CE); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Risk Management (q-fin.RM); Trading and Market Microstructure (q-fin.TR)
[271]  arXiv:2404.18416 (cross-list from cs.AI) [pdf, other]
Title: Capabilities of Gemini Models in Medicine
Authors: Khaled Saab, Tao Tu, Wei-Hung Weng, Ryutaro Tanno, David Stutz, Ellery Wulczyn, Fan Zhang, Tim Strother, Chunjong Park, Elahe Vedadi, Juanma Zambrano Chaves, Szu-Yeu Hu, Mike Schaekermann, Aishwarya Kamath, Yong Cheng, David G.T. Barrett, Cathy Cheung, Basil Mustafa, Anil Palepu, Daniel McDuff, Le Hou, Tomer Golany, Luyang Liu, Jean-baptiste Alayrac, Neil Houlsby, Nenad Tomasev, Jan Freyberg, Charles Lau, Jonas Kemp, Jeremy Lai, Shekoofeh Azizi, Kimberly Kanada, SiWai Man, Kavita Kulkarni, Ruoxi Sun, Siamak Shakeri, Luheng He, Ben Caine, Albert Webson, Natasha Latysheva, Melvin Johnson, Philip Mansfield, Jian Lu, Ehud Rivlin, Jesper Anderson, Bradley Green, Renee Wong, Jonathan Krause, Jonathon Shlens, Ewa Dominowska, S. M. Ali Eslami, Katherine Chou, Claire Cui, Oriol Vinyals, Koray Kavukcuoglu, et al. (12 additional authors not shown)
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[272]  arXiv:2404.18400 (cross-list from cs.LG) [pdf, other]
Title: LLM-SR: Scientific Equation Discovery via Programming with Large Language Models
Authors: Parshin Shojaee, Kazem Meidani, Shashank Gupta, Amir Barati Farimani, Chandan K Reddy
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Neural and Evolutionary Computing (cs.NE)
[273]  arXiv:2404.18239 (cross-list from cs.LG) [pdf, other]
Title: SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning
Authors: Jinghan Jia, Yihua Zhang, Yimeng Zhang, Jiancheng Liu, Bharat Runwal, James Diffenderfer, Bhavya Kailkhura, Sijia Liu
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL)
[274]  arXiv:2404.18185 (cross-list from cs.IR) [pdf, other]
Title: Ranked List Truncation for Large Language Model-based Re-Ranking
Authors: Chuan Meng, Negar Arabzadeh, Arian Askari, Mohammad Aliannejadi, Maarten de Rijke
Comments: Accepted for publication as a long paper at SIGIR 2024
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[275]  arXiv:2404.18130 (cross-list from cs.AI) [pdf, other]
Title: Logic Agent: Enhancing Validity with Logic Rule Invocation
Authors: Hanmeng Liu, Zhiyang Teng, Chaoli Zhang, Yue Zhang
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[276]  arXiv:2404.18094 (cross-list from cs.SD) [pdf, other]
Title: USAT: A Universal Speaker-Adaptive Text-to-Speech Approach
Authors: Wenbin Wang, Yang Song, Sanjay Jha
Comments: 15 pages, 13 figures. Copyright has been transferred to IEEE
Journal-ref: IEEE/ACM Transactions on Audio, Speech and Language Processing, 2024
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Audio and Speech Processing (eess.AS)
[277]  arXiv:2404.18081 (cross-list from cs.SD) [pdf, other]
Title: ComposerX: Multi-Agent Symbolic Music Composition with LLMs
Authors: Qixin Deng, Qikai Yang, Ruibin Yuan, Yipeng Huang, Yi Wang, Xubo Liu, Zeyue Tian, Jiahao Pan, Ge Zhang, Hanfeng Lin, Yizhi Li, Yinghao Ma, Jie Fu, Chenghua Lin, Emmanouil Benetos, Wenwu Wang, Guangyu Xia, Wei Xue, Yike Guo
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG); Multimedia (cs.MM); Audio and Speech Processing (eess.AS)
[278]  arXiv:2404.18021 (cross-list from cs.AI) [pdf, other]
Title: CRISPR-GPT: An LLM Agent for Automated Design of Gene-Editing Experiments
Authors: Kaixuan Huang, Yuanhao Qu, Henry Cousins, William A. Johnson, Di Yin, Mihir Shah, Denny Zhou, Russ Altman, Mengdi Wang, Le Cong
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Human-Computer Interaction (cs.HC); Quantitative Methods (q-bio.QM)
[279]  arXiv:2404.17929 (cross-list from cs.CV) [pdf, other]
Title: Spatio-Temporal Side Tuning Pre-trained Foundation Models for Video-based Pedestrian Attribute Recognition
Authors: Xiao Wang, Qian Zhu, Jiandong Jin, Jun Zhu, Futian Wang, Bo Jiang, Yaowei Wang, Yonghong Tian
Comments: Parameter Efficient Fine-Tuning Strategy for Video-based Pedestrian Attribute Recognition
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[280]  arXiv:2404.17730 (cross-list from cs.HC) [pdf, other]
Title: Bridging the Social & Technical Divide in Augmentative and Alternative Communication (AAC) Applications for Autistic Adults
Authors: Lara J. Martin, Malathy Nagalakshmi
Subjects: Human-Computer Interaction (cs.HC); Computation and Language (cs.CL)
[281]  arXiv:2404.17607 (cross-list from cs.IR) [pdf, other]
Title: Utilizing Large Language Models to Identify Reddit Users Considering Vaping Cessation for Digital Interventions
Authors: Sai Krishna Revanth Vuruma, Dezhi Wu, Saborny Sen Gupta, Lucas Aust, Valerie Lookingbill, Caleb Henry, Yang Ren, Erin Kasson, Li-Shiun Chen, Patricia Cavazos-Rehg, Dian Hu, Ming Huang
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG); Social and Information Networks (cs.SI)

Mon, 29 Apr 2024

[282]  arXiv:2404.17513 [pdf, other]
Title: A Comprehensive Evaluation on Event Reasoning of Large Language Models
Authors: Zhengwei Tao, Zhi Jin, Yifan Zhang, Xiancai Chen, Xiaoying Bai, Yue Fang, Haiyan Zhao, Jia Li, Chongyang Tao
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[283]  arXiv:2404.17481 [pdf, other]
Title: ReproHum #0087-01: Human Evaluation Reproduction Report for Generating Fact Checking Explanations
Authors: Tyler Loakman, Chenghua Lin
Comments: Accepted to HumEval at LREC-Coling 2024
Subjects: Computation and Language (cs.CL)
[284]  arXiv:2404.17475 [pdf, other]
Title: CEval: A Benchmark for Evaluating Counterfactual Text Generation
Authors: Van Bach Nguyen, Jörg Schlötterer, Christin Seifert
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[285]  arXiv:2404.17460 [pdf, other]
Title: Ruffle&Riley: Insights from Designing and Evaluating a Large Language Model-Based Conversational Tutoring System
Authors: Robin Schmucker, Meng Xia, Amos Azaria, Tom Mitchell
Comments: arXiv admin note: substantial text overlap with arXiv:2310.01420
Subjects: Computation and Language (cs.CL)
[286]  arXiv:2404.17401 [pdf, other]
Title: Evaluation of Geographical Distortions in Language Models: A Crucial Step Towards Equitable Representations
Authors: Rémy Decoupes, Roberto Interdonato, Mathieu Roche, Maguelonne Teisseire, Sarah Valentin
Subjects: Computation and Language (cs.CL)
[287]  arXiv:2404.17394 [pdf, other]
Title: Child Speech Recognition in Human-Robot Interaction: Problem Solved?
Authors: Ruben Janssens, Eva Verhelst, Giulio Antonio Abbo, Qiaoqiao Ren, Maria Jose Pinto Bernal, Tony Belpaeme
Comments: Presented at 2024 International Symposium on Technological Advances in Human-Robot Interaction
Subjects: Computation and Language (cs.CL); Human-Computer Interaction (cs.HC); Robotics (cs.RO)
[288]  arXiv:2404.17343 [pdf, other]
Title: A Bionic Natural Language Parser Equivalent to a Pushdown Automaton
Authors: Zhenghao Wei, Kehua Lin, Jianlin Feng
Comments: to be published in IJCNN 2024
Subjects: Computation and Language (cs.CL); Formal Languages and Automata Theory (cs.FL)
[289]  arXiv:2404.17342 [pdf, other]
Title: Can a Multichoice Dataset be Repurposed for Extractive Question Answering?
Authors: Teresa Lynn, Malik H. Altakrori, Samar Mohamed Magdy, Rocktim Jyoti Das, Chenyang Lyu, Mohamed Nasr, Younes Samih, Alham Fikri Aji, Preslav Nakov, Shantanu Godbole, Salim Roukos, Radu Florian, Nizar Habash
Comments: Paper 8 pages, Appendix 12 pages. Submitted to ARR
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[290]  arXiv:2404.17337 [pdf, other]
Title: Metronome: tracing variation in poetic meters via local sequence alignment
Authors: Ben Nagy, Artjoms Šeļa, Mirella De Sisto, Petr Plecháč
Subjects: Computation and Language (cs.CL)
[291]  arXiv:2404.17336 [pdf, other]
Title: Introducing cosmosGPT: Monolingual Training for Turkish Language Models
Authors: H. Toprak Kesgin, M. Kaan Yuce, Eren Dogan, M. Egemen Uzun, Atahan Uz, H. Emre Seyrek, Ahmed Zeer, M. Fatih Amasyali
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[292]  arXiv:2404.17287 [pdf, other]
Title: When to Trust LLMs: Aligning Confidence with Response Quality
Authors: Shuchang Tao, Liuyi Yao, Hanxing Ding, Yuexiang Xie, Qi Cao, Fei Sun, Jinyang Gao, Huawei Shen, Bolin Ding
Subjects: Computation and Language (cs.CL)
[293]  arXiv:2404.17283 [pdf, other]
Title: Reinforcement Retrieval Leveraging Fine-grained Feedback for Fact Checking News Claims with Black-Box LLM
Authors: Xuan Zhang, Wei Gao
Comments: Accepted by COLING 2024
Subjects: Computation and Language (cs.CL)
[294]  arXiv:2404.17218 [pdf, other]
Title: Prompting Techniques for Reducing Social Bias in LLMs through System 1 and System 2 Cognitive Processes
Authors: Mahammed Kamruzzaman, Gene Louis Kim
Subjects: Computation and Language (cs.CL)
[295]  arXiv:2404.17216 [pdf, other]
Title: Prompting Towards Alleviating Code-Switched Data Scarcity in Under-Resourced Languages with GPT as a Pivot
Authors: Michelle Terblanche, Kayode Olaleye, Vukosi Marivate
Comments: To be published in the Proceedings of SIGUL 2024: 3rd Annual Meeting of the Special Interest Group on Under-resourced Languages
Subjects: Computation and Language (cs.CL)
[296]  arXiv:2404.17194 [pdf, ps, other]
Title: TIGQA:An Expert Annotated Question Answering Dataset in Tigrinya
Authors: Hailay Teklehaymanot, Dren Fazlija, Niloy Ganguly, Gourab K. Patro, Wolfgang Nejdl
Comments: 9 pages,3 figures, 7 tables,2 listings
Journal-ref: LREC-COLING 2024
Subjects: Computation and Language (cs.CL)
[297]  arXiv:2404.17183 [pdf, other]
Title: Prevalent Frequency of Emotional and Physical Symptoms in Social Anxiety using Zero Shot Classification: An Observational Study
Authors: Muhammad Rizwan, Jure Demšar
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[298]  arXiv:2404.17178 [pdf, other]
Title: A Unified Label-Aware Contrastive Learning Framework for Few-Shot Named Entity Recognition
Authors: Haojie Zhang, Yimeng Zhuang
Subjects: Computation and Language (cs.CL)
[299]  arXiv:2404.17143 [pdf, other]
Title: Quantifying Memorization of Domain-Specific Pre-trained Language Models using Japanese Newspaper and Paywalls
Authors: Shotaro Ishihara
Comments: TrustNLP: Fourth Workshop on Trustworthy Natural Language Processing (Non-Archival)
Subjects: Computation and Language (cs.CL)
[300]  arXiv:2404.17140 [pdf, other]
Title: Small Language Models Need Strong Verifiers to Self-Correct Reasoning
Authors: Yunxiang Zhang, Muhammad Khalifa, Lajanugen Logeswaran, Jaekyeom Kim, Moontae Lee, Honglak Lee, Lu Wang
Subjects: Computation and Language (cs.CL)
[301]  arXiv:2404.17123 [pdf, ps, other]
Title: Text Sentiment Analysis and Classification Based on Bidirectional Gated Recurrent Units (GRUs) Model
Authors: Wei Xu, Jianlong Chen, Zhicheng Ding, Jinyin Wang
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[302]  arXiv:2404.17122 [pdf, other]
Title: 2M-NER: Contrastive Learning for Multilingual and Multimodal NER with Language and Modal Fusion
Authors: Dongsheng Wang, Xiaoqin Feng, Zeming Liu, Chuan Wang
Comments: 20 pages
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[303]  arXiv:2404.17120 [pdf, other]
Title: Talking Nonsense: Probing Large Language Models' Understanding of Adversarial Gibberish Inputs
Authors: Valeriia Cherepanova, James Zou
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[304]  arXiv:2404.17027 [pdf, other]
Title: Player-Driven Emergence in LLM-Driven Game Narrative
Authors: Xiangyu Peng, Jessica Quaye, Weijia Xu, Chris Brockett, Bill Dolan, Nebojsa Jojic, Gabriel DesGarennes, Ken Lobb, Michael Xu, Jorge Leandro, Claire Jin, Sudha Rao
Journal-ref: IEEE Conference on Games 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[305]  arXiv:2404.17010 [pdf, other]
Title: Türkçe Dil Modellerinin Performans Karşılaştırması Performance Comparison of Turkish Language Models
Authors: Eren Dogan, M. Egemen Uzun, Atahan Uz, H. Emre Seyrek, Ahmed Zeer, Ezgi Sevi, H. Toprak Kesgin, M. Kaan Yuce, M. Fatih Amasyali
Comments: in Turkish language. Baz{\i} \c{c}al{\i}\c{s}malar{\i} i\c{c}ermedi\u{g}ini s\"oyleyen hakem yorumu nedeniyle bir konferanstan kabul almad{\i}. Ancak hakemin bahsetti\u{g}i \c{c}al{\i}\c{s}malar bildiri g\"onderme son tarihinde yay{\i}nlanmam{\i}\c{s}t{\i}
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[306]  arXiv:2404.17000 [pdf, other]
Title: Evaluating Class Membership Relations in Knowledge Graphs using Large Language Models
Authors: Bradley P. Allen, Paul T. Groth
Comments: 11 pages, 1 figure, 2 tables, accepted at the European Semantic Web Conference Special Track on Large Language Models for Knowledge Engineering, Hersonissos, Crete, GR, May 2024, for associated code and data, see this https URL
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[307]  arXiv:2404.16966 [pdf, other]
Title: Examining the robustness of LLM evaluation to the distributional assumptions of benchmarks
Authors: Melissa Ailem, Katerina Marazopoulou, Charlotte Siska, James Bono
Subjects: Computation and Language (cs.CL)
[308]  arXiv:2404.16905 [pdf, other]
Title: Samsung Research China-Beijing at SemEval-2024 Task 3: A multi-stage framework for Emotion-Cause Pair Extraction in Conversations
Authors: Shen Zhang, Haojie Zhang, Jing Zhang, Xudong Zhang, Yimeng Zhuang, Jinting Wu
Subjects: Computation and Language (cs.CL); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[309]  arXiv:2404.16859 [pdf, other]
Title: Rumour Evaluation with Very Large Language Models
Authors: Dahlia Shehata, Robin Cohen, Charles Clarke
Subjects: Computation and Language (cs.CL); Social and Information Networks (cs.SI)
[310]  arXiv:2404.17552 (cross-list from eess.AS) [pdf, other]
Title: A Semi-Automatic Approach to Create Large Gender- and Age-Balanced Speaker Corpora: Usefulness of Speaker Diarization & Identification
Authors: Rémi Uro, David Doukhan, Albert Rilliard, Laëtitia Larcher, Anissa-Claire Adgharouamane, Marie Tahon, Antoine Laurent
Comments: Keywords:, semi-automatic processing, corpus creation, diarization, speaker identification, gender-balanced, age-balanced, speaker corpus, diachrony
Journal-ref: Proceedings of the 13th Conference on Language Resources and Evaluation (LREC 2022), pages 3271-3280, Marseille, 20-25 June 2022. European Language Resources Association (ELRA)
Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL); Digital Libraries (cs.DL); Machine Learning (cs.LG); Sound (cs.SD)
[311]  arXiv:2404.17546 (cross-list from cs.LG) [pdf, other]
Title: Probabilistic Inference in Language Models via Twisted Sequential Monte Carlo
Authors: Stephen Zhao, Rob Brekelmans, Alireza Makhzani, Roger Grosse
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (stat.ML)
[312]  arXiv:2404.17525 (cross-list from cs.LG) [pdf, ps, other]
Title: Large Language Model Agent as a Mechanical Designer
Authors: Yayati Jadhav, Amir Barati Farimani
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[313]  arXiv:2404.17524 (cross-list from cs.AI) [pdf, other]
Title: On the Use of Large Language Models to Generate Capability Ontologies
Authors: Luis Miguel Vieira da Silva, Aljosha Köcher, Felix Gehlhoff, Alexander Fay
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[314]  arXiv:2404.17136 (cross-list from cs.DB) [pdf, other]
Title: Automated Data Visualization from Natural Language via Large Language Models: An Exploratory Study
Authors: Yang Wu, Yao Wan, Hongyu Zhang, Yulei Sui, Wucai Wei, Wei Zhao, Guandong Xu, Hai Jin
Subjects: Databases (cs.DB); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[315]  arXiv:2404.16958 (cross-list from cs.LG) [pdf, other]
Title: A Closer Look at Classification Evaluation Metrics and a Critical Reflection of Common Evaluation Practice
Authors: Juri Opitz
Comments: to appear in TACL, this is a pre-MIT Press publication version
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL)
[316]  arXiv:2404.16924 (cross-list from cs.IR) [pdf, other]
Title: A Survey of Generative Search and Recommendation in the Era of Large Language Models
Authors: Yongqi Li, Xinyu Lin, Wenjie Wang, Fuli Feng, Liang Pang, Wenjie Li, Liqiang Nie, Xiangnan He, Tat-Seng Chua
Subjects: Information Retrieval (cs.IR); Computation and Language (cs.CL)
[317]  arXiv:2404.16921 (cross-list from cs.LG) [pdf, other]
Title: A Short Survey of Human Mobility Prediction in Epidemic Modeling from Transformers to LLMs
Authors: Christian N. Mayemba, D'Jeff K. Nkashama, Jean Marie Tshimula, Maximilien V. Dialufuma, Jean Tshibangu Muabila, Mbuyi Mukendi Didier, Hugues Kanda, René Manassé Galekwa, Heber Dibwe Fita, Serge Mundele, Kalonji Kalala, Aristarque Ilunga, Lambert Mukendi Ntobo, Dominique Muteba, Aaron Aruna Abedi
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL)
[318]  arXiv:2404.16914 (cross-list from cs.LG) [pdf, other]
Title: Prediction Is All MoE Needs: Expert Load Distribution Goes from Fluctuating to Stabilizing
Authors: Peizhuang Cong, Aomufei Yuan, Shimao Chen, Yuxuan Tian, Bowen Ye, Tong Yang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[319]  arXiv:2404.16891 (cross-list from cs.CR) [pdf, other]
Title: Attacks on Third-Party APIs of Large Language Models
Authors: Wanru Zhao, Vidit Khazanchi, Haodi Xing, Xuanli He, Qiongkai Xu, Nicholas Donald Lane
Comments: ICLR 2024 Workshop on Secure and Trustworthy Large Language Models
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computers and Society (cs.CY)
[320]  arXiv:2404.16880 (cross-list from q-bio.QM) [pdf, other]
Title: Atomas: Hierarchical Alignment on Molecule-Text for Unified Molecule Understanding and Generation
Authors: Yikun Zhang, Geyan Ye, Chaohao Yuan, Bo Han, Long-Kai Huang, Jianhua Yao, Wei Liu, Yu Rong
Subjects: Quantitative Methods (q-bio.QM); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[321]  arXiv:2404.16873 (cross-list from cs.CR) [pdf, other]
Title: AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Authors: Anselm Paulus, Arman Zharmagambetov, Chuan Guo, Brandon Amos, Yuandong Tian
Comments: 32 pages, 9 figures, 7 tables
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[322]  arXiv:2404.16852 (cross-list from cs.LG) [pdf, other]
Title: A Disease Labeler for Chinese Chest X-Ray Report Generation
Authors: Mengwei Wang, Ruixin Yan, Zeyi Hou, Ning Lang, Xiuzhuang Zhou
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Image and Video Processing (eess.IV)
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