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Computation and Language

Authors and titles for recent submissions, skipping first 130

[ total of 433 entries: 1-50 | 31-80 | 81-130 | 131-180 | 181-230 | 231-280 | 281-330 | ... | 431-433 ]
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Fri, 24 May 2024 (continued, showing 50 of 196 entries)

[131]  arXiv:2405.13018 [pdf, other]
Title: Continued Pretraining for Domain Adaptation of Wav2vec2.0 in Automatic Speech Recognition for Elementary Math Classroom Settings
Authors: Ahmed Adel Attia, Dorottya Demszky, Tolulope Ogunremi, Jing Liu, Carol Espy-Wilson
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)
[132]  arXiv:2405.13017 [pdf, other]
Title: A Systematic Analysis on the Temporal Generalization of Language Models in Social Media
Authors: Asahi Ushio, Jose Camacho-Collados
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[133]  arXiv:2405.13016 [pdf, other]
Title: The Evolution of Darija Open Dataset: Introducing Version 2
Authors: Aissam Outchakoucht, Hamza Es-Samaali
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[134]  arXiv:2405.13015 [pdf, other]
Title: Assisted Debate Builder with Large Language Models
Authors: Elliot Faugier, Frédéric Armetta, Angela Bonifati, Bruno Yun
Comments: 7 pages, 2 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[135]  arXiv:2405.13014 [pdf, other]
Title: QCRD: Quality-guided Contrastive Rationale Distillation for Large Language Models
Authors: Wei Wang, Zhaowei Li, Qi Xu, Yiqing Cai, Hang Song, Qi Qi, Ran Zhou, Zhida Huang, Tao Wang, Li Xiao
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[136]  arXiv:2405.13013 [pdf, ps, other]
Title: Amplifying Aspect-Sentence Awareness: A Novel Approach for Aspect-Based Sentiment Analysis
Authors: Adamu Lawan, Juhua Pu, Haruna Yunusa, Jawad Muhammad, Aliyu Umar
Comments: 24 pages, 4 figures, 4 tables
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[137]  arXiv:2405.13012 [pdf, ps, other]
Title: Divergent Creativity in Humans and Large Language Models
Authors: Antoine Bellemare-Pepin (1 and 2), François Lespinasse (3), Philipp Thölke (1), Yann Harel (1), Kory Mathewson (4), Jay A. Olson (5), Yoshua Bengio (4 and 6), Karim Jerbi (1, 4 and 7) ((1) CoCo Lab, Psychology department, Université de Montréal, Montreal, QC, Canada, (2) Music department, Concordia University, Montreal, QC, Canada, (3) Sociology and Anthropology department, Concordia University, Montreal, QC, Canada, (4) Mila (Quebec AI research Institute), Montreal, QC, Canada, (5) Department of Psychology, University of Toronto Mississauga, Mississauga, ON, Canada, (6) Department of Computer Science and Operations Research, Université de Montréal, Montreal, QC, Canada, (7) UNIQUE Center (Quebec Neuro-AI research Center), QC, Canada)
Comments: First two and last listed authors are corresponding authors. The first two listed authors contributed equally to this work
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[138]  arXiv:2405.13011 [pdf, other]
Title: Unveiling Social Media Comments with a Novel Named Entity Recognition System for Identity Groups
Authors: Andrés Carvallo, Tamara Quiroga, Carlos Aspillaga, Marcelo Mendoza
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[139]  arXiv:2405.13010 [pdf, other]
Title: UCCIX: Irish-eXcellence Large Language Model
Authors: Khanh-Tung Tran, Barry O'Sullivan, Hoang D. Nguyen
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[140]  arXiv:2405.13009 [pdf, other]
Title: METAREFLECTION: Learning Instructions for Language Agents using Past Reflections
Authors: Priyanshu Gupta, Shashank Kirtania, Ananya Singha, Sumit Gulwani, Arjun Radhakrishna, Sherry Shi, Gustavo Soares
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[141]  arXiv:2405.13008 [pdf, other]
Title: Control Token with Dense Passage Retrieval
Authors: Juhwan Lee, Jisu Kim
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[142]  arXiv:2405.13007 [pdf, other]
Title: News Recommendation with Category Description by a Large Language Model
Authors: Yuki Yada, Hayato Yamana
Comments: 5 pages, 5 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR); Machine Learning (cs.LG)
[143]  arXiv:2405.13006 [pdf, ps, other]
Title: Auto FAQ Generation
Authors: Anjaneya Teja Kalvakolanu, NagaSai Chandra, Michael Fekadu
Comments: 3 figures and peer evaluated
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[144]  arXiv:2405.13005 [pdf, ps, other]
Title: Understanding the Rare Inflammatory Disease Using Large Language Models and Social Media Data
Authors: Nan Miles Xi, Hong-Long Ji, Lin Wang
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Social and Information Networks (cs.SI)
[145]  arXiv:2405.13004 [pdf, other]
Title: MathDivide: Improved mathematical reasoning by large language models
Authors: Saksham Sahai Srivastava, Ashutosh Gandhi
Comments: 10 pages, 3 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[146]  arXiv:2405.13003 [pdf, other]
Title: A Survey on Recent Advances in Conversational Data Generation
Authors: Heydar Soudani, Roxana Petcu, Evangelos Kanoulas, Faegheh Hasibi
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[147]  arXiv:2405.13002 [pdf, other]
Title: DuetRAG: Collaborative Retrieval-Augmented Generation
Authors: Dian Jiao, Li Cai, Jingsheng Huang, Wenqiao Zhang, Siliang Tang, Yueting Zhuang
Comments: 5 pages
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[148]  arXiv:2405.13001 [pdf, other]
Title: Large Language Models for Education: A Survey
Authors: Hanyi Xu, Wensheng Gan, Zhenlian Qi, Jiayang Wu, Philip S. Yu
Comments: Journal of Machine Learning and Cybernetics. 4 tables, 6 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
[149]  arXiv:2405.13000 [pdf, other]
Title: RAGE Against the Machine: Retrieval-Augmented LLM Explanations
Authors: Joel Rorseth, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta
Comments: Accepted by ICDE 2024 (Demonstration Track)
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[150]  arXiv:2405.12999 [pdf, other]
Title: An Assessment of Model-On-Model Deception
Authors: Julius Heitkoetter, Michael Gerovitch, Laker Newhouse
Comments: Accepted at Secure and Trustworthy Large Language Models Workshop at ICLR 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[151]  arXiv:2405.14839 (cross-list from cs.CV) [pdf, other]
Title: A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis
Authors: Yue Yang, Mona Gandhi, Yufei Wang, Yifan Wu, Michael S. Yao, Chris Callison-Burch, James C. Gee, Mark Yatskar
Comments: 23 pages, 9 figures, 12 tables, project page: this https URL
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)
[152]  arXiv:2405.14769 (cross-list from cs.LG) [pdf, other]
Title: Pragmatic Feature Preferences: Learning Reward-Relevant Preferences from Human Input
Authors: Andi Peng, Yuying Sun, Tianmin Shu, David Abel
Comments: ICML 2024
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL)
[153]  arXiv:2405.14767 (cross-list from q-fin.ST) [pdf, other]
Title: FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models
Authors: Hongyang Yang, Boyu Zhang, Neng Wang, Cheng Guo, Xiaoli Zhang, Likun Lin, Junlin Wang, Tianyu Zhou, Mao Guan, Runjia Zhang, Christina Dan Wang
Comments: FinRobot Whitepaper V1.0
Subjects: Statistical Finance (q-fin.ST); Computation and Language (cs.CL); Machine Learning (cs.LG); Trading and Market Microstructure (q-fin.TR)
[154]  arXiv:2405.14660 (cross-list from cs.LG) [pdf, other]
Title: Implicit In-context Learning
Authors: Zhuowei Li, Zihao Xu, Ligong Han, Yunhe Gao, Song Wen, Di Liu, Hao Wang, Dimitris N. Metaxas
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[155]  arXiv:2405.14622 (cross-list from cs.LG) [pdf, other]
Title: Calibrated Self-Rewarding Vision Language Models
Authors: Yiyang Zhou, Zhiyuan Fan, Dongjie Cheng, Sihan Yang, Zhaorun Chen, Chenhang Cui, Xiyao Wang, Yun Li, Linjun Zhang, Huaxiu Yao
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
[156]  arXiv:2405.14522 (cross-list from cs.LG) [pdf, other]
Title: Explaining Black-box Model Predictions via Two-level Nested Feature Attributions with Consistency Property
Authors: Yuya Yoshikawa, Masanari Kimura, Ryotaro Shimizu, Yuki Saito
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (stat.ML)
[157]  arXiv:2405.14521 (cross-list from cs.LG) [pdf, other]
Title: Synthetic Data Generation for Intersectional Fairness by Leveraging Hierarchical Group Structure
Authors: Gaurav Maheshwari, Aurélien Bellet, Pascal Denis, Mikaela Keller
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL)
[158]  arXiv:2405.14446 (cross-list from cs.LG) [pdf, other]
Title: Worldwide Federated Training of Language Models
Authors: Alex Iacob, Lorenzo Sani, Bill Marino, Preslav Aleksandrov, Nicholas Donald Lane
Comments: 19 pages, 8 figures, Under Review
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Distributed, Parallel, and Cluster Computing (cs.DC)
[159]  arXiv:2405.14391 (cross-list from cs.AI) [pdf, other]
Title: Explainable Few-shot Knowledge Tracing
Authors: Haoxuan Li, Jifan Yu, Yuanxin Ouyang, Zhuang Liu, Wenge Rong, Juanzi Li, Zhang Xiong
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computers and Society (cs.CY)
[160]  arXiv:2405.14388 (cross-list from cs.SE) [pdf, other]
Title: Evaluation of the Programming Skills of Large Language Models
Authors: Luc Bryan Heitz, Joun Chamas, Christopher Scherb
Subjects: Software Engineering (cs.SE); Computation and Language (cs.CL); Cryptography and Security (cs.CR)
[161]  arXiv:2405.14314 (cross-list from cs.AI) [pdf, other]
Title: Towards Efficient LLM Grounding for Embodied Multi-Agent Collaboration
Authors: Yang Zhang, Shixin Yang, Chenjia Bai, Fei Wu, Xiu Li, Xuelong Li, Zhen Wang
Comments: The first two authors contributed equally
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG); Multiagent Systems (cs.MA); Robotics (cs.RO)
[162]  arXiv:2405.14312 (cross-list from cs.CV) [pdf, other]
Title: Improving Gloss-free Sign Language Translation by Reducing Representation Density
Authors: Jinhui Ye, Xing Wang, Wenxiang Jiao, Junwei Liang, Hui Xiong
Comments: Representation Density and Performance Drop
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL); Multimedia (cs.MM)
[163]  arXiv:2405.14230 (cross-list from cs.CV) [pdf, other]
Title: Boosting Medical Image-based Cancer Detection via Text-guided Supervision from Reports
Authors: Guangyu Guo, Jiawen Yao, Yingda Xia, Tony C. W. Mok, Zhilin Zheng, Junwei Han, Le Lu, Dingwen Zhang, Jian Zhou, Ling Zhang
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[164]  arXiv:2405.14225 (cross-list from q-bio.QM) [pdf, other]
Title: ReactXT: Understanding Molecular "Reaction-ship" via Reaction-Contextualized Molecule-Text Pretraining
Authors: Zhiyuan Liu, Yaorui Shi, An Zhang, Sihang Li, Enzhi Zhang, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua
Comments: ACL 2024 Findings, 9 pages
Subjects: Quantitative Methods (q-bio.QM); Computation and Language (cs.CL); Multimedia (cs.MM)
[165]  arXiv:2405.14213 (cross-list from cs.CV) [pdf, other]
Title: From Text to Pixel: Advancing Long-Context Understanding in MLLMs
Authors: Yujie Lu, Xiujun Li, Tsu-Jui Fu, Miguel Eckstein, William Yang Wang
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)
[166]  arXiv:2405.14212 (cross-list from cs.CR) [pdf, other]
Title: Federated Domain-Specific Knowledge Transfer on Large Language Models Using Synthetic Data
Authors: Haoran Li, Xinyuan Zhao, Dadi Guo, Hanlin Gu, Ziqian Zeng, Yuxing Han, Yangqiu Song, Lixin Fan, Qiang Yang
Subjects: Cryptography and Security (cs.CR); Computation and Language (cs.CL)
[167]  arXiv:2405.14170 (cross-list from cs.AI) [pdf, other]
Title: Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning
Authors: Jiapu Wang, Kai Sun, Linhao Luo, Wei Wei, Yongli Hu, Alan Wee-Chung Liew, Shirui Pan, Baocai Yin
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[168]  arXiv:2405.14125 (cross-list from cs.AI) [pdf, other]
Title: ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based Evaluation
Authors: Jingnan Zheng, Han Wang, An Zhang, Tai D. Nguyen, Jun Sun, Tat-Seng Chua
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[169]  arXiv:2405.14105 (cross-list from cs.DC) [pdf, other]
Title: Distributed Speculative Inference of Large Language Models
Authors: Nadav Timor, Jonathan Mamou, Daniel Korat, Moshe Berchansky, Oren Pereg, Moshe Wasserblat, Tomer Galanti, Michal Gordon, David Harel
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[170]  arXiv:2405.14093 (cross-list from cs.RO) [pdf, other]
Title: A Survey on Vision-Language-Action Models for Embodied AI
Authors: Yueen Ma, Zixing Song, Yuzheng Zhuang, Jianye Hao, Irwin King
Comments: 15 pages, a survey of vision-language-action models
Subjects: Robotics (cs.RO); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
[171]  arXiv:2405.14061 (cross-list from cs.AI) [pdf, other]
Title: Meanings and Feelings of Large Language Models: Observability of Latent States in Generative AI
Authors: Tian Yu Liu, Stefano Soatto, Matteo Marchi, Pratik Chaudhari, Paulo Tabuada
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[172]  arXiv:2405.14030 (cross-list from cs.CV) [pdf, other]
Title: Refining Skewed Perceptions in Vision-Language Models through Visual Representations
Authors: Haocheng Dai, Sarang Joshi
Comments: 18 pages, 7 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)
[173]  arXiv:2405.14012 (cross-list from cs.AI) [pdf, other]
Title: Prompt-Time Ontology-Driven Symbolic Knowledge Capture with Large Language Models
Authors: Tolga Çöplü, Arto Bendiken, Andrii Skomorokhov, Eduard Bateiko, Stephen Cobb
Comments: 7 pages, 5 figures
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[174]  arXiv:2405.13954 (cross-list from cs.LG) [pdf, other]
Title: What is Your Data Worth to GPT? LLM-Scale Data Valuation with Influence Functions
Authors: Sang Keun Choe, Hwijeen Ahn, Juhan Bae, Kewen Zhao, Minsoo Kang, Youngseog Chung, Adithya Pratapa, Willie Neiswanger, Emma Strubell, Teruko Mitamura, Jeff Schneider, Eduard Hovy, Roger Grosse, Eric Xing
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[175]  arXiv:2405.13911 (cross-list from cs.CV) [pdf, other]
Title: TOPA: Extend Large Language Models for Video Understanding via Text-Only Pre-Alignment
Authors: Wei Li, Hehe Fan, Yongkang Wong, Mohan Kankanhalli, Yi Yang
Comments: 32 pages, 12 figures, 11 tables
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[176]  arXiv:2405.13873 (cross-list from cs.AI) [pdf, other]
Title: FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering
Authors: Yuan Sui, Yufei He, Nian Liu, Xiaoxin He, Kun Wang, Bryan Hooi
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[177]  arXiv:2405.13872 (cross-list from cs.AI) [pdf, other]
Title: Image-of-Thought Prompting for Visual Reasoning Refinement in Multimodal Large Language Models
Authors: Qiji Zhou, Ruochen Zhou, Zike Hu, Panzhong Lu, Siyang Gao, Yue Zhang
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
[178]  arXiv:2405.13868 (cross-list from cs.LG) [pdf, other]
Title: Automatically Identifying Local and Global Circuits with Linear Computation Graphs
Authors: Xuyang Ge, Fukang Zhu, Wentao Shu, Junxuan Wang, Zhengfu He, Xipeng Qiu
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL)
[179]  arXiv:2405.13803 (cross-list from cs.HC) [pdf, other]
Title: Sunnie: An Anthropomorphic LLM-Based Conversational Agent for Mental Well-Being Activity Recommendation
Authors: Siyi Wu, Feixue Han, Bingsheng Yao, Tianyi Xie, Xuan Zhao, Dakuo Wang
Comments: In Submission
Subjects: Human-Computer Interaction (cs.HC); Computation and Language (cs.CL)
[180]  arXiv:2405.13602 (cross-list from cs.AI) [pdf, other]
Title: COTET: Cross-view Optimal Transport for Knowledge Graph Entity Typing
Authors: Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Ru Li, Jeff Z. Pan
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[ total of 433 entries: 1-50 | 31-80 | 81-130 | 131-180 | 181-230 | 231-280 | 281-330 | ... | 431-433 ]
[ showing 50 entries per page: fewer | more | all ]

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