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Computation and Language

Authors and titles for recent submissions, skipping first 118

[ total of 433 entries: 1-50 | 19-68 | 69-118 | 119-168 | 169-218 | 219-268 | 269-318 | ... | 419-433 ]
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Fri, 24 May 2024 (continued, showing 50 of 196 entries)

[119]  arXiv:2405.13034 [pdf, other]
Title: Autonomous Workflow for Multimodal Fine-Grained Training Assistants Towards Mixed Reality
Authors: Jiahuan Pei, Irene Viola, Haochen Huang, Junxiao Wang, Moonisa Ahsan, Fanghua Ye, Jiang Yiming, Yao Sai, Di Wang, Zhumin Chen, Pengjie Ren, Pablo Cesar
Comments: Accepted by ACL 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)
[120]  arXiv:2405.13032 [pdf, other]
Title: Faithful Attention Explainer: Verbalizing Decisions Based on Discriminative Features
Authors: Yao Rong, David Sheerer, Enkelejda Kasneci
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[121]  arXiv:2405.13031 [pdf, other]
Title: A Robust Autoencoder Ensemble-Based Approach for Anomaly Detection in Text
Authors: Jeremie Pantin, Christophe Marsala
Comments: Submitted to ECML/PKDD 2024
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[122]  arXiv:2405.13030 [pdf, ps, other]
Title: Crowdsourcing with Enhanced Data Quality Assurance: An Efficient Approach to Mitigate Resource Scarcity Challenges in Training Large Language Models for Healthcare
Authors: P. Barai, G. Leroy, P. Bisht, J. M. Rothman, S. Lee, J. Andrews, S. A. Rice, A. Ahmed
Comments: Published in AMIA Summit, Boston, 2024. this https URL
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[123]  arXiv:2405.13028 [pdf, other]
Title: DuetSim: Building User Simulator with Dual Large Language Models for Task-Oriented Dialogues
Authors: Xiang Luo, Zhiwen Tang, Jin Wang, Xuejie Zhang
Comments: Accepted by COLING 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[124]  arXiv:2405.13026 [pdf, other]
Title: Leveraging Human Revisions for Improving Text-to-Layout Models
Authors: Amber Xie, Chin-Yi Cheng, Forrest Huang, Yang Li
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[125]  arXiv:2405.13025 [pdf, other]
Title: A survey on fairness of large language models in e-commerce: progress, application, and challenge
Authors: Qingyang Ren, Zilin Jiang, Jinghan Cao, Sijia Li, Chiqu Li, Yiyang Liu, Shuning Huo, Tiange He
Comments: 21 pages, 9 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
[126]  arXiv:2405.13024 [pdf, ps, other]
Title: Intelligent Tutor: Leveraging ChatGPT and Microsoft Copilot Studio to Deliver a Generative AI Student Support and Feedback System within Teams
Authors: Wei-Yu Chen
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
[127]  arXiv:2405.13022 [pdf, other]
Title: LLMs can learn self-restraint through iterative self-reflection
Authors: Alexandre Piché, Aristides Milios, Dzmitry Bahdanau, Chris Pal
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[128]  arXiv:2405.13021 [pdf, other]
Title: IM-RAG: Multi-Round Retrieval-Augmented Generation Through Learning Inner Monologues
Authors: Diji Yang, Jinmeng Rao, Kezhen Chen, Xiaoyuan Guo, Yawen Zhang, Jie Yang, Yi Zhang
Comments: Proceedings of the 47th International ACM SIGIR 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[129]  arXiv:2405.13020 [pdf, other]
Title: Using Combinatorial Optimization to Design a High quality LLM Solution
Authors: Samuel Ackerman, Eitan Farchi, Rami Katan, Orna Raz
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[130]  arXiv:2405.13019 [pdf, other]
Title: A Comprehensive Survey of Accelerated Generation Techniques in Large Language Models
Authors: Mahsa Khoshnoodi, Vinija Jain, Mingye Gao, Malavika Srikanth, Aman Chadha
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[131]  arXiv:2405.13018 [pdf, other]
Title: Continued Pretraining for Domain Adaptation of Wav2vec2.0 in Automatic Speech Recognition for Elementary Math Classroom Settings
Authors: Ahmed Adel Attia, Dorottya Demszky, Tolulope Ogunremi, Jing Liu, Carol Espy-Wilson
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)
[132]  arXiv:2405.13017 [pdf, other]
Title: A Systematic Analysis on the Temporal Generalization of Language Models in Social Media
Authors: Asahi Ushio, Jose Camacho-Collados
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[133]  arXiv:2405.13016 [pdf, other]
Title: The Evolution of Darija Open Dataset: Introducing Version 2
Authors: Aissam Outchakoucht, Hamza Es-Samaali
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[134]  arXiv:2405.13015 [pdf, other]
Title: Assisted Debate Builder with Large Language Models
Authors: Elliot Faugier, Frédéric Armetta, Angela Bonifati, Bruno Yun
Comments: 7 pages, 2 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[135]  arXiv:2405.13014 [pdf, other]
Title: QCRD: Quality-guided Contrastive Rationale Distillation for Large Language Models
Authors: Wei Wang, Zhaowei Li, Qi Xu, Yiqing Cai, Hang Song, Qi Qi, Ran Zhou, Zhida Huang, Tao Wang, Li Xiao
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[136]  arXiv:2405.13013 [pdf, ps, other]
Title: Amplifying Aspect-Sentence Awareness: A Novel Approach for Aspect-Based Sentiment Analysis
Authors: Adamu Lawan, Juhua Pu, Haruna Yunusa, Jawad Muhammad, Aliyu Umar
Comments: 24 pages, 4 figures, 4 tables
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[137]  arXiv:2405.13012 [pdf, ps, other]
Title: Divergent Creativity in Humans and Large Language Models
Authors: Antoine Bellemare-Pepin (1 and 2), François Lespinasse (3), Philipp Thölke (1), Yann Harel (1), Kory Mathewson (4), Jay A. Olson (5), Yoshua Bengio (4 and 6), Karim Jerbi (1, 4 and 7) ((1) CoCo Lab, Psychology department, Université de Montréal, Montreal, QC, Canada, (2) Music department, Concordia University, Montreal, QC, Canada, (3) Sociology and Anthropology department, Concordia University, Montreal, QC, Canada, (4) Mila (Quebec AI research Institute), Montreal, QC, Canada, (5) Department of Psychology, University of Toronto Mississauga, Mississauga, ON, Canada, (6) Department of Computer Science and Operations Research, Université de Montréal, Montreal, QC, Canada, (7) UNIQUE Center (Quebec Neuro-AI research Center), QC, Canada)
Comments: First two and last listed authors are corresponding authors. The first two listed authors contributed equally to this work
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[138]  arXiv:2405.13011 [pdf, other]
Title: Unveiling Social Media Comments with a Novel Named Entity Recognition System for Identity Groups
Authors: Andrés Carvallo, Tamara Quiroga, Carlos Aspillaga, Marcelo Mendoza
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[139]  arXiv:2405.13010 [pdf, other]
Title: UCCIX: Irish-eXcellence Large Language Model
Authors: Khanh-Tung Tran, Barry O'Sullivan, Hoang D. Nguyen
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[140]  arXiv:2405.13009 [pdf, other]
Title: METAREFLECTION: Learning Instructions for Language Agents using Past Reflections
Authors: Priyanshu Gupta, Shashank Kirtania, Ananya Singha, Sumit Gulwani, Arjun Radhakrishna, Sherry Shi, Gustavo Soares
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[141]  arXiv:2405.13008 [pdf, other]
Title: Control Token with Dense Passage Retrieval
Authors: Juhwan Lee, Jisu Kim
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[142]  arXiv:2405.13007 [pdf, other]
Title: News Recommendation with Category Description by a Large Language Model
Authors: Yuki Yada, Hayato Yamana
Comments: 5 pages, 5 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR); Machine Learning (cs.LG)
[143]  arXiv:2405.13006 [pdf, ps, other]
Title: Auto FAQ Generation
Authors: Anjaneya Teja Kalvakolanu, NagaSai Chandra, Michael Fekadu
Comments: 3 figures and peer evaluated
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[144]  arXiv:2405.13005 [pdf, ps, other]
Title: Understanding the Rare Inflammatory Disease Using Large Language Models and Social Media Data
Authors: Nan Miles Xi, Hong-Long Ji, Lin Wang
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Social and Information Networks (cs.SI)
[145]  arXiv:2405.13004 [pdf, other]
Title: MathDivide: Improved mathematical reasoning by large language models
Authors: Saksham Sahai Srivastava, Ashutosh Gandhi
Comments: 10 pages, 3 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[146]  arXiv:2405.13003 [pdf, other]
Title: A Survey on Recent Advances in Conversational Data Generation
Authors: Heydar Soudani, Roxana Petcu, Evangelos Kanoulas, Faegheh Hasibi
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[147]  arXiv:2405.13002 [pdf, other]
Title: DuetRAG: Collaborative Retrieval-Augmented Generation
Authors: Dian Jiao, Li Cai, Jingsheng Huang, Wenqiao Zhang, Siliang Tang, Yueting Zhuang
Comments: 5 pages
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[148]  arXiv:2405.13001 [pdf, other]
Title: Large Language Models for Education: A Survey
Authors: Hanyi Xu, Wensheng Gan, Zhenlian Qi, Jiayang Wu, Philip S. Yu
Comments: Journal of Machine Learning and Cybernetics. 4 tables, 6 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
[149]  arXiv:2405.13000 [pdf, other]
Title: RAGE Against the Machine: Retrieval-Augmented LLM Explanations
Authors: Joel Rorseth, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta
Comments: Accepted by ICDE 2024 (Demonstration Track)
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[150]  arXiv:2405.12999 [pdf, other]
Title: An Assessment of Model-On-Model Deception
Authors: Julius Heitkoetter, Michael Gerovitch, Laker Newhouse
Comments: Accepted at Secure and Trustworthy Large Language Models Workshop at ICLR 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[151]  arXiv:2405.14839 (cross-list from cs.CV) [pdf, other]
Title: A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis
Authors: Yue Yang, Mona Gandhi, Yufei Wang, Yifan Wu, Michael S. Yao, Chris Callison-Burch, James C. Gee, Mark Yatskar
Comments: 23 pages, 9 figures, 12 tables, project page: this https URL
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)
[152]  arXiv:2405.14769 (cross-list from cs.LG) [pdf, other]
Title: Pragmatic Feature Preferences: Learning Reward-Relevant Preferences from Human Input
Authors: Andi Peng, Yuying Sun, Tianmin Shu, David Abel
Comments: ICML 2024
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL)
[153]  arXiv:2405.14767 (cross-list from q-fin.ST) [pdf, other]
Title: FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models
Authors: Hongyang Yang, Boyu Zhang, Neng Wang, Cheng Guo, Xiaoli Zhang, Likun Lin, Junlin Wang, Tianyu Zhou, Mao Guan, Runjia Zhang, Christina Dan Wang
Comments: FinRobot Whitepaper V1.0
Subjects: Statistical Finance (q-fin.ST); Computation and Language (cs.CL); Machine Learning (cs.LG); Trading and Market Microstructure (q-fin.TR)
[154]  arXiv:2405.14660 (cross-list from cs.LG) [pdf, other]
Title: Implicit In-context Learning
Authors: Zhuowei Li, Zihao Xu, Ligong Han, Yunhe Gao, Song Wen, Di Liu, Hao Wang, Dimitris N. Metaxas
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[155]  arXiv:2405.14622 (cross-list from cs.LG) [pdf, other]
Title: Calibrated Self-Rewarding Vision Language Models
Authors: Yiyang Zhou, Zhiyuan Fan, Dongjie Cheng, Sihan Yang, Zhaorun Chen, Chenhang Cui, Xiyao Wang, Yun Li, Linjun Zhang, Huaxiu Yao
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
[156]  arXiv:2405.14522 (cross-list from cs.LG) [pdf, other]
Title: Explaining Black-box Model Predictions via Two-level Nested Feature Attributions with Consistency Property
Authors: Yuya Yoshikawa, Masanari Kimura, Ryotaro Shimizu, Yuki Saito
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (stat.ML)
[157]  arXiv:2405.14521 (cross-list from cs.LG) [pdf, other]
Title: Synthetic Data Generation for Intersectional Fairness by Leveraging Hierarchical Group Structure
Authors: Gaurav Maheshwari, Aurélien Bellet, Pascal Denis, Mikaela Keller
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL)
[158]  arXiv:2405.14446 (cross-list from cs.LG) [pdf, other]
Title: Worldwide Federated Training of Language Models
Authors: Alex Iacob, Lorenzo Sani, Bill Marino, Preslav Aleksandrov, Nicholas Donald Lane
Comments: 19 pages, 8 figures, Under Review
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Distributed, Parallel, and Cluster Computing (cs.DC)
[159]  arXiv:2405.14391 (cross-list from cs.AI) [pdf, other]
Title: Explainable Few-shot Knowledge Tracing
Authors: Haoxuan Li, Jifan Yu, Yuanxin Ouyang, Zhuang Liu, Wenge Rong, Juanzi Li, Zhang Xiong
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computers and Society (cs.CY)
[160]  arXiv:2405.14388 (cross-list from cs.SE) [pdf, other]
Title: Evaluation of the Programming Skills of Large Language Models
Authors: Luc Bryan Heitz, Joun Chamas, Christopher Scherb
Subjects: Software Engineering (cs.SE); Computation and Language (cs.CL); Cryptography and Security (cs.CR)
[161]  arXiv:2405.14314 (cross-list from cs.AI) [pdf, other]
Title: Towards Efficient LLM Grounding for Embodied Multi-Agent Collaboration
Authors: Yang Zhang, Shixin Yang, Chenjia Bai, Fei Wu, Xiu Li, Xuelong Li, Zhen Wang
Comments: The first two authors contributed equally
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG); Multiagent Systems (cs.MA); Robotics (cs.RO)
[162]  arXiv:2405.14312 (cross-list from cs.CV) [pdf, other]
Title: Improving Gloss-free Sign Language Translation by Reducing Representation Density
Authors: Jinhui Ye, Xing Wang, Wenxiang Jiao, Junwei Liang, Hui Xiong
Comments: Representation Density and Performance Drop
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL); Multimedia (cs.MM)
[163]  arXiv:2405.14230 (cross-list from cs.CV) [pdf, other]
Title: Boosting Medical Image-based Cancer Detection via Text-guided Supervision from Reports
Authors: Guangyu Guo, Jiawen Yao, Yingda Xia, Tony C. W. Mok, Zhilin Zheng, Junwei Han, Le Lu, Dingwen Zhang, Jian Zhou, Ling Zhang
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[164]  arXiv:2405.14225 (cross-list from q-bio.QM) [pdf, other]
Title: ReactXT: Understanding Molecular "Reaction-ship" via Reaction-Contextualized Molecule-Text Pretraining
Authors: Zhiyuan Liu, Yaorui Shi, An Zhang, Sihang Li, Enzhi Zhang, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua
Comments: ACL 2024 Findings, 9 pages
Subjects: Quantitative Methods (q-bio.QM); Computation and Language (cs.CL); Multimedia (cs.MM)
[165]  arXiv:2405.14213 (cross-list from cs.CV) [pdf, other]
Title: From Text to Pixel: Advancing Long-Context Understanding in MLLMs
Authors: Yujie Lu, Xiujun Li, Tsu-Jui Fu, Miguel Eckstein, William Yang Wang
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)
[166]  arXiv:2405.14212 (cross-list from cs.CR) [pdf, other]
Title: Federated Domain-Specific Knowledge Transfer on Large Language Models Using Synthetic Data
Authors: Haoran Li, Xinyuan Zhao, Dadi Guo, Hanlin Gu, Ziqian Zeng, Yuxing Han, Yangqiu Song, Lixin Fan, Qiang Yang
Subjects: Cryptography and Security (cs.CR); Computation and Language (cs.CL)
[167]  arXiv:2405.14170 (cross-list from cs.AI) [pdf, other]
Title: Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning
Authors: Jiapu Wang, Kai Sun, Linhao Luo, Wei Wei, Yongli Hu, Alan Wee-Chung Liew, Shirui Pan, Baocai Yin
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[168]  arXiv:2405.14125 (cross-list from cs.AI) [pdf, other]
Title: ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based Evaluation
Authors: Jingnan Zheng, Han Wang, An Zhang, Tai D. Nguyen, Jun Sun, Tat-Seng Chua
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[ total of 433 entries: 1-50 | 19-68 | 69-118 | 119-168 | 169-218 | 219-268 | 269-318 | ... | 419-433 ]
[ showing 50 entries per page: fewer | more | all ]

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