Skip to main content
We gratefully acknowledge support from the Simons Foundation, member institutions, and all contributors. Donate
arXiv logo
Cornell University Logo

Computation and Language

Authors and titles for recent submissions

See today's new changes

Total of 317 entries : 1-50 51-100 101-150 151-200 ... 301-317
Showing up to 50 entries per page: fewer | more | all

Tue, 26 Nov 2024 (showing first 50 of 100 entries )

[1] arXiv:2411.16679 [pdf, html, other]
Title: Do Large Language Models Perform Latent Multi-Hop Reasoning without Exploiting Shortcuts?
Sohee Yang, Nora Kassner, Elena Gribovskaya, Sebastian Riedel, Mor Geva
Subjects: Computation and Language (cs.CL)
[2] arXiv:2411.16646 [pdf, html, other]
Title: Self-Generated Critiques Boost Reward Modeling for Language Models
Yue Yu, Zhengxing Chen, Aston Zhang, Liang Tan, Chenguang Zhu, Richard Yuanzhe Pang, Yundi Qian, Xuewei Wang, Suchin Gururangan, Chao Zhang, Melanie Kambadur, Dhruv Mahajan, Rui Hou
Comments: 20 pages
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[3] arXiv:2411.16638 [pdf, html, other]
Title: Do Automatic Factuality Metrics Measure Factuality? A Critical Evaluation
Sanjana Ramprasad, Byron C. Wallace
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[4] arXiv:2411.16618 [pdf, html, other]
Title: StructFormer: Document Structure-based Masked Attention and its Impact on Language Model Pre-Training
Kaustubh Ponkshe, Venkatapathy Subramanian, Natwar Modani, Ganesh Ramakrishnan
Subjects: Computation and Language (cs.CL)
[5] arXiv:2411.16613 [pdf, html, other]
Title: Recent Trends in Linear Text Segmentation: a Survey
Iacopo Ghinassi, Lin Wang, Chris Newell, Matthew Purver
Journal-ref: Findings of the Association for Computational Linguistics: EMNLP 2024
Subjects: Computation and Language (cs.CL)
[6] arXiv:2411.16579 [pdf, html, other]
Title: Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision
Zhiheng Xi, Dingwen Yang, Jixuan Huang, Jiafu Tang, Guanyu Li, Yiwen Ding, Wei He, Boyang Hong, Shihan Do, Wenyu Zhan, Xiao Wang, Rui Zheng, Tao Ji, Xiaowei Shi, Yitao Zhai, Rongxiang Weng, Jingang Wang, Xunliang Cai, Tao Gui, Zuxuan Wu, Qi Zhang, Xipeng Qiu, Xuanjing Huang, Yu-Gang Jiang
Comments: Preprint
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[7] arXiv:2411.16527 [pdf, html, other]
Title: Profiling Bias in LLMs: Stereotype Dimensions in Contextual Word Embeddings
Carolin M. Schuster, Maria-Alexandra Dinisor, Shashwat Ghatiwala, Georg Groh
Subjects: Computation and Language (cs.CL)
[8] arXiv:2411.16495 [pdf, html, other]
Title: AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge Reasoning
Amy Xin, Jinxin Liu, Zijun Yao, Zhicheng Li, Shulin Cao, Lei Hou, Juanzi Li
Subjects: Computation and Language (cs.CL)
[9] arXiv:2411.16489 [pdf, html, other]
Title: O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?
Zhen Huang, Haoyang Zou, Xuefeng Li, Yixiu Liu, Yuxiang Zheng, Ethan Chern, Shijie Xia, Yiwei Qin, Weizhe Yuan, Pengfei Liu
Comments: 16 pages
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[10] arXiv:2411.16487 [pdf, html, other]
Title: When Babies Teach Babies: Can student knowledge sharing outperform Teacher-Guided Distillation on small datasets?
Srikrishna Iyer
Comments: Accepted to BabyLM challenge, CoNLL Workshop, EMNLP 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[11] arXiv:2411.16454 [pdf, html, other]
Title: Learning by Analogy: Enhancing Few-Shot Prompting for Math Word Problem Solving with Computational Graph-Based Retrieval
Xiaocong Yang, Jiacheng Lin, Ziqi Wang, Chengxiang Zhai
Subjects: Computation and Language (cs.CL)
[12] arXiv:2411.16433 [pdf, other]
Title: Finding Structure in Language Models
Jaap Jumelet
Comments: PhD Thesis at ILLC, University of Amsterdam
Subjects: Computation and Language (cs.CL)
[13] arXiv:2411.16403 [pdf, html, other]
Title: Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey
Alexander Fichtl, Juraj Vladika, Georg Groh
Comments: 12 pages, 4 figures. Published at KEOD24 via SciTePress
Journal-ref: In Proceedings of the 16th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - KEOD 2024; ISBN 978-989-758-716-0; ISSN 2184-3228, SciTePress, pages 95-107
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[14] arXiv:2411.16391 [pdf, html, other]
Title: Human-Calibrated Automated Testing and Validation of Generative Language Models
Agus Sudjianto, Aijun Zhang, Srinivas Neppalli, Tarun Joshi, Michal Malohlava
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[15] arXiv:2411.16387 [pdf, other]
Title: FineWeb-zhtw: Scalable Curation of Traditional Chinese Text Data from the Web
Cheng-Wei Lin, Wan-Hsuan Hsieh, Kai-Xin Guan, Chan-Jan Hsu, Chia-Chen Kuo, Chuan-Lin Lai, Chung-Wei Chung, Ming-Jen Wang, Da-Shan Shiu
Subjects: Computation and Language (cs.CL); Databases (cs.DB)
[16] arXiv:2411.16365 [pdf, html, other]
Title: Multi-modal Retrieval Augmented Multi-modal Generation: A Benchmark, Evaluate Metrics and Strong Baselines
Zi-Ao Ma, Tian Lan, Rong-Cheng Tu, Yong Hu, Heyan Huang, Xian-Ling Mao
Subjects: Computation and Language (cs.CL)
[17] arXiv:2411.16353 [pdf, other]
Title: The Two-Hop Curse: LLMs trained on A->B, B->C fail to learn A-->C
Mikita Balesni, Tomek Korbak, Owain Evans
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[18] arXiv:2411.16345 [pdf, html, other]
Title: Preference Optimization for Reasoning with Pseudo Feedback
Fangkai Jiao, Geyang Guo, Xingxing Zhang, Nancy F. Chen, Shafiq Joty, Furu Wei
Comments: 28 pages, 11 figures
Subjects: Computation and Language (cs.CL)
[19] arXiv:2411.16337 [pdf, html, other]
Title: Can AI grade your essays? A comparative analysis of large language models and teacher ratings in multidimensional essay scoring
Kathrin Seßler, Maurice Fürstenberg, Babette Bühler, Enkelejda Kasneci
Comments: Accepted at LAK '25
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)
[20] arXiv:2411.16305 [pdf, html, other]
Title: Learning from Relevant Subgoals in Successful Dialogs using Iterative Training for Task-oriented Dialog Systems
Magdalena Kaiser, Patrick Ernst, György Szarvas
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[21] arXiv:2411.16300 [pdf, html, other]
Title: BayLing 2: A Multilingual Large Language Model with Efficient Language Alignment
Shaolei Zhang, Kehao Zhang, Qingkai Fang, Shoutao Guo, Yan Zhou, Xiaodong Liu, Yang Feng
Comments: BayLing 2's online demo: this http URL. BayLing 2's code and models: this https URL
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[22] arXiv:2411.16252 [pdf, html, other]
Title: NormXLogit: The Head-on-Top Never Lies
Sina Abbasi, Mohammad Reza Modarres, Mohammad Taher Pilehvar
Subjects: Computation and Language (cs.CL)
[23] arXiv:2411.16251 [pdf, html, other]
Title: Transparent Neighborhood Approximation for Text Classifier Explanation
Yi Cai, Arthur Zimek, Eirini Ntoutsi, Gerhard Wunder
Comments: IEEE DSAA'24
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[24] arXiv:2411.16236 [pdf, html, other]
Title: DoubleCCA: Improving Foundation Model Group Robustness with Random Sentence Embeddings
Hong Liu, Yitong Lu
Comments: 18 pages, 6 figures, 2 tables
Subjects: Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
[25] arXiv:2411.16205 [pdf, html, other]
Title: MH-MoE:Multi-Head Mixture-of-Experts
Shaohan Huang, Xun Wu, Shuming Ma, Furu Wei
Comments: 7 pages, 0 figures
Subjects: Computation and Language (cs.CL)
[26] arXiv:2411.16116 [pdf, html, other]
Title: LLM Augmentations to support Analytical Reasoning over Multiple Documents
Raquib Bin Yousuf, Nicholas Defelice, Mandar Sharma, Shengzhe Xu, Naren Ramakrishnan
Comments: 2024 IEEE International Conference on Big Data (IEEE BigData 2024)
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[27] arXiv:2411.16077 [pdf, html, other]
Title: SAGEval: The frontiers of Satisfactory Agent based NLG Evaluation for reference-free open-ended text
Reshmi Ghosh, Tianyi Yao, Lizzy Chen, Sadid Hasan, Tianwei Chen, Dario Bernal, Huitian Jiao, H M Sajjad Hossain
Subjects: Computation and Language (cs.CL); Multiagent Systems (cs.MA)
[28] arXiv:2411.16020 [pdf, html, other]
Title: TransCompressor: LLM-Powered Multimodal Data Compression for Smart Transportation
Huanqi Yang, Rucheng Wu, Weitao Xu
Comments: 6 pages
Subjects: Computation and Language (cs.CL)
[29] arXiv:2411.16002 [pdf, html, other]
Title: Exploring Performance Contrasts in TableQA: Step-by-Step Reasoning Boosts Bigger Language Models, Limits Smaller Language Models
Haoyan Yang, Yixuan Wang, Keyue Tong, Hongjin Zhu, Yuanxin Zhang
Subjects: Computation and Language (cs.CL)
[30] arXiv:2411.15999 [pdf, html, other]
Title: Multi-ToM: Evaluating Multilingual Theory of Mind Capabilities in Large Language Models
Jayanta Sadhu, Ayan Antik Khan, Noshin Nawal, Sanju Basak, Abhik Bhattacharjee, Rifat Shahriyar
Subjects: Computation and Language (cs.CL)
[31] arXiv:2411.15993 [pdf, html, other]
Title: Investigating Factuality in Long-Form Text Generation: The Roles of Self-Known and Self-Unknown
Lifu Tu, Rui Meng, Shafiq Joty, Yingbo Zhou, Semih Yavuz
Subjects: Computation and Language (cs.CL)
[32] arXiv:2411.15927 [pdf, html, other]
Title: Generative Context Distillation
Haebin Shin, Lei Ji, Yeyun Gong, Sungdong Kim, Eunbi Choi, Minjoon Seo
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[33] arXiv:2411.15888 [pdf, html, other]
Title: Evaluating Large Language Models for Causal Modeling
Houssam Razouk, Leonie Benischke, Georg Niess, Roman Kern
Comments: 13 pages, 6 figutrd, 4 tabels
Subjects: Computation and Language (cs.CL)
[34] arXiv:2411.15862 [pdf, html, other]
Title: LLMs Do Not Think Step-by-step In Implicit Reasoning
Yijiong Yu
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[35] arXiv:2411.15821 [pdf, other]
Title: Is Training Data Quality or Quantity More Impactful to Small Language Model Performance?
Aryan Sajith, Krishna Chaitanya Rao Kathala
Comments: 10 pages, 4 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[36] arXiv:2411.15804 [pdf, html, other]
Title: LoRA-Mini : Adaptation Matrices Decomposition and Selective Training
Ayush Singh, Rajdeep Aher, Shivank Garg
Comments: 11 pages
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[37] arXiv:2411.15785 [pdf, html, other]
Title: A Method for Building Large Language Models with Predefined KV Cache Capacity
Zhonghua Yi, Ge Niu, Lei Wang, Wei Tang, Liqiu Zhang
Subjects: Computation and Language (cs.CL)
[38] arXiv:2411.15768 [pdf, html, other]
Title: Detecting Turkish Synonyms Used in Different Time Periods
Umur Togay Yazar, Mucahid Kutlu
Comments: published at Innovations in Intelligent Systems and Applications Conference (Akıllı Sistemlerde Yenilikler ve Uygulamaları Konferansı - ASYU) 2024
Subjects: Computation and Language (cs.CL)
[39] arXiv:2411.15734 [pdf, html, other]
Title: Development of Pre-Trained Transformer-based Models for the Nepali Language
Prajwal Thapa, Jinu Nyachhyon, Mridul Sharma, Bal Krishna Bal
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[40] arXiv:2411.15708 [pdf, html, other]
Title: LLaMA-MoE v2: Exploring Sparsity of LLaMA from Perspective of Mixture-of-Experts with Post-Training
Xiaoye Qu, Daize Dong, Xuyang Hu, Tong Zhu, Weigao Sun, Yu Cheng
Comments: Technical report,13 pages
Subjects: Computation and Language (cs.CL)
[41] arXiv:2411.15700 [pdf, html, other]
Title: RAMIE: Retrieval-Augmented Multi-task Information Extraction with Large Language Models on Dietary Supplements
Zaifu Zhan, Shuang Zhou, Mingchen Li, Rui Zhang
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computational Engineering, Finance, and Science (cs.CE)
[42] arXiv:2411.15694 [pdf, html, other]
Title: Deep Sparse Latent Feature Models for Knowledge Graph Completion
Haotian Li, Rui Zhang, Lingzhi Wang, Bin Yu, Youwei Wang, Yuliang Wei, Kai Wang, Richard Yi Da Xu, Bailing Wang
Subjects: Computation and Language (cs.CL)
[43] arXiv:2411.15666 [pdf, html, other]
Title: Ontology-Constrained Generation of Domain-Specific Clinical Summaries
Gaya Mehenni, Amal Zouaq
Comments: 24th International Conference on Knowledge Engineering and Knowledge Management (EKAW 2024), November 26-28, 2024, Amsterdam, The Netherlands
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[44] arXiv:2411.15661 [pdf, html, other]
Title: Improving Next Tokens via Second-Last Predictions with Generate and Refine
Johannes Schneider
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[45] arXiv:2411.15640 [pdf, html, other]
Title: AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark Dataset
Tobi Olatunji, Charles Nimo, Abraham Owodunni, Tassallah Abdullahi, Emmanuel Ayodele, Mardhiyah Sanni, Chinemelu Aka, Folafunmi Omofoye, Foutse Yuehgoh, Timothy Faniran, Bonaventure F. P. Dossou, Moshood Yekini, Jonas Kemp, Katherine Heller, Jude Chidubem Omeke, Chidi Asuzu MD, Naome A. Etori, Aimérou Ndiaye, Ifeoma Okoh, Evans Doe Ocansey, Wendy Kinara, Michael Best, Irfan Essa, Stephen Edward Moore, Chris Fourie, Mercy Nyamewaa Asiedu
Subjects: Computation and Language (cs.CL)
[46] arXiv:2411.15634 [pdf, html, other]
Title: "All that Glitters": Approaches to Evaluations with Unreliable Model and Human Annotations
Michael Hardy
Comments: 20 pages, 15 figures, 58 pages with references and appendices
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Applications (stat.AP)
[47] arXiv:2411.15623 [pdf, html, other]
Title: Multi-label Sequential Sentence Classification via Large Language Model
Mengfei Lan, Lecheng Zheng, Shufan Ming, Halil Kilicoglu
Comments: Accepted by EMNLP 2024
Subjects: Computation and Language (cs.CL)
[48] arXiv:2411.15594 [pdf, html, other]
Title: A Survey on LLM-as-a-Judge
Jiawei Gu, Xuhui Jiang, Zhichao Shi, Hexiang Tan, Xuehao Zhai, Chengjin Xu, Wei Li, Yinghan Shen, Shengjie Ma, Honghao Liu, Yuanzhuo Wang, Jian Guo
Comments: 33 pages, 9 figures. arXiv admin note: text overlap with arXiv:2310.05470 by other authors
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[49] arXiv:2411.15586 [pdf, html, other]
Title: Transparent but Powerful: Explainability, Accuracy, and Generalizability in ADHD Detection from Social Media Data
D. Wiechmann, E. Kempa, E. Kerz, Y. Qiao
Comments: 12 pages (including references and appendix)
Subjects: Computation and Language (cs.CL)
[50] arXiv:2411.15577 [pdf, html, other]
Title: From MTEB to MTOB: Retrieval-Augmented Classification for Descriptive Grammars
Albert Kornilov, Tatiana Shavrina
Comments: submitted to COLING 2025
Subjects: Computation and Language (cs.CL)
Total of 317 entries : 1-50 51-100 101-150 151-200 ... 301-317
Showing up to 50 entries per page: fewer | more | all