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Computation and Language

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Total of 262 entries : 1-50 51-100 101-150 151-200 ... 251-262
Showing up to 50 entries per page: fewer | more | all

Fri, 22 Nov 2024 (showing 48 of 48 entries )

[1] arXiv:2411.14405 [pdf, html, other]
Title: Marco-o1: Towards Open Reasoning Models for Open-Ended Solutions
Yu Zhao, Huifeng Yin, Bo Zeng, Hao Wang, Tianqi Shi, Chenyang Lyu, Longyue Wang, Weihua Luo, Kaifu Zhang
Subjects: Computation and Language (cs.CL)
[2] arXiv:2411.14398 [pdf, html, other]
Title: Lightweight Safety Guardrails Using Fine-tuned BERT Embeddings
Aaron Zheng, Mansi Rana, Andreas Stolcke
Comments: To appear in Proceedings of COLING 2025
Subjects: Computation and Language (cs.CL)
[3] arXiv:2411.14393 [pdf, other]
Title: POS-tagging to highlight the skeletal structure of sentences
Grigorii Churakov
Comments: in Russian language. Conference: Automated control systems and information technologies this https URL Section: IT and automated systems
Subjects: Computation and Language (cs.CL)
[4] arXiv:2411.14343 [pdf, html, other]
Title: UnifiedCrawl: Aggregated Common Crawl for Affordable Adaptation of LLMs on Low-Resource Languages
Bethel Melesse Tessema (1), Akhil Kedia (2), Tae-Sun Chung (1) ((1) Ajou University, (2) Independent Researcher)
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[5] arXiv:2411.14318 [pdf, html, other]
Title: Velocitune: A Velocity-based Dynamic Domain Reweighting Method for Continual Pre-training
Zheheng Luo, Xin Zhang, Xiao Liu, Haoling Li, Yeyun Gong, Chen Qi, Peng Cheng
Comments: Work in progress
Subjects: Computation and Language (cs.CL)
[6] arXiv:2411.14272 [pdf, html, other]
Title: Efficient Aspect-Based Summarization of Climate Change Reports with Small Language Models
Iacopo Ghinassi, Leonardo Catalano, Tommaso Colella
Journal-ref: Proceedings of the Third Workshop on NLP for Positive Impact (2024) 123-139
Subjects: Computation and Language (cs.CL)
[7] arXiv:2411.14258 [pdf, html, other]
Title: Knowledge Graphs, Large Language Models, and Hallucinations: An NLP Perspective
Ernests Lavrinovics, Russa Biswas, Johannes Bjerva, Katja Hose
Comments: 7 pages, 2 Figures, 1 Table
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[8] arXiv:2411.14257 [pdf, html, other]
Title: Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models
Javier Ferrando, Oscar Obeso, Senthooran Rajamanoharan, Neel Nanda
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[9] arXiv:2411.14252 [pdf, html, other]
Title: Intent-Aware Dialogue Generation and Multi-Task Contrastive Learning for Multi-Turn Intent Classification
Junhua Liu, Yong Keat Tan, Bin Fu, Kwan Hui Lim
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[10] arXiv:2411.14215 [pdf, html, other]
Title: Evaluating the Robustness of Analogical Reasoning in Large Language Models
Martha Lewis, Melanie Mitchell
Comments: 31 pages, 13 figures. arXiv admin note: text overlap with arXiv:2402.08955
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[11] arXiv:2411.14199 [pdf, html, other]
Title: OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs
Akari Asai, Jacqueline He, Rulin Shao, Weijia Shi, Amanpreet Singh, Joseph Chee Chang, Kyle Lo, Luca Soldaini, Sergey Feldman, Mike D'arcy, David Wadden, Matt Latzke, Minyang Tian, Pan Ji, Shengyan Liu, Hao Tong, Bohao Wu, Yanyu Xiong, Luke Zettlemoyer, Graham Neubig, Dan Weld, Doug Downey, Wen-tau Yih, Pang Wei Koh, Hannaneh Hajishirzi
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Digital Libraries (cs.DL); Information Retrieval (cs.IR); Machine Learning (cs.LG)
[12] arXiv:2411.14198 [pdf, html, other]
Title: Why do language models perform worse for morphologically complex languages?
Catherine Arnett, Benjamin K. Bergen
Comments: 9 pages
Subjects: Computation and Language (cs.CL)
[13] arXiv:2411.14121 [pdf, html, other]
Title: Learning from "Silly" Questions Improves Large Language Models, But Only Slightly
Tingyuan Zhu, Shudong Liu, Yidong Wang, Derek F. Wong, Han Yu, Takahiro Shinozaki, Jindong Wang
Comments: 27 pages, 14 figures
Subjects: Computation and Language (cs.CL)
[14] arXiv:2411.14103 [pdf, html, other]
Title: Lost in Inference: Rediscovering the Role of Natural Language Inference for Large Language Models
Lovish Madaan, David Esiobu, Pontus Stenetorp, Barbara Plank, Dieuwke Hupkes
Comments: preprint, 13 pages
Subjects: Computation and Language (cs.CL)
[15] arXiv:2411.14073 [pdf, html, other]
Title: Meaning at the Planck scale? Contextualized word embeddings for doing history, philosophy, and sociology of science
Arno Simons
Comments: 18 pages, 7 figures (1 in the Supplement)
Subjects: Computation and Language (cs.CL); History and Philosophy of Physics (physics.hist-ph)
[16] arXiv:2411.14072 [pdf, html, other]
Title: The Master-Slave Encoder Model for Improving Patent Text Summarization: A New Approach to Combining Specifications and Claims
Shu Zhou, Xin Wang, Zhengda Zhou, Haohan Yi, Xuhui Zheng, Hao Wan
Comments: 25pages, 1 figure
Subjects: Computation and Language (cs.CL); Programming Languages (cs.PL)
[17] arXiv:2411.14055 [pdf, html, other]
Title: DRPruning: Efficient Large Language Model Pruning through Distributionally Robust Optimization
Hexuan Deng, Wenxiang Jiao, Xuebo Liu, Min Zhang, Zhaopeng Tu
Comments: Work in Progress
Subjects: Computation and Language (cs.CL)
[18] arXiv:2411.14054 [pdf, html, other]
Title: FunctionChat-Bench: Comprehensive Evaluation of Language Models' Generative Capabilities in Korean Tool-use Dialogs
Shinbok Lee, Gaeun Seo, Daniel Lee, Byeongil Ko, Sunghee Jung, Myeongcheol Shin
Comments: 8 pages
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[19] arXiv:2411.14042 [pdf, html, other]
Title: Forecasting Future International Events: A Reliable Dataset for Text-Based Event Modeling
Daehoon Gwak, Junwoo Park, Minho Park, Chaehun Park, Hyunchan Lee, Edward Choi, Jaegul Choo
Comments: EMNLP 2024 Findings
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[20] arXiv:2411.13904 [pdf, html, other]
Title: Towards Full Delegation: Designing Ideal Agentic Behaviors for Travel Planning
Song Jiang, Da JU, Andrew Cohen, Sasha Mitts, Aaron Foss, Justine T Kao, Xian Li, Yuandong Tian
Subjects: Computation and Language (cs.CL)
[21] arXiv:2411.13902 [pdf, html, other]
Title: PIORS: Personalized Intelligent Outpatient Reception based on Large Language Model with Multi-Agents Medical Scenario Simulation
Zhijie Bao, Qingyun Liu, Ying Guo, Zhengqiang Ye, Jun Shen, Shirong Xie, Jiajie Peng, Xuanjing Huang, Zhongyu Wei
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[22] arXiv:2411.13826 [pdf, html, other]
Title: Interactive and Expressive Code-Augmented Planning with Large Language Models
Anthony Z. Liu, Xinhe Wang, Jacob Sansom, Yao Fu, Jongwook Choi, Sungryull Sohn, Jaekyeom Kim, Honglak Lee
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[23] arXiv:2411.13820 [pdf, html, other]
Title: InstCache: A Predictive Cache for LLM Serving
Longwei Zou, Tingfeng Liu, Kai Chen, Jiangang Kong, Yangdong Deng
Subjects: Computation and Language (cs.CL); Distributed, Parallel, and Cluster Computing (cs.DC)
[24] arXiv:2411.13802 [pdf, html, other]
Title: SemiKong: Curating, Training, and Evaluating A Semiconductor Industry-Specific Large Language Model
Christopher Nguyen, William Nguyen, Atsushi Suzuki, Daisuke Oku, Hong An Phan, Sang Dinh, Zooey Nguyen, Anh Ha, Shruti Raghavan, Huy Vo, Thang Nguyen, Lan Nguyen, Yoshikuni Hirayama
Comments: On-going work
Subjects: Computation and Language (cs.CL)
[25] arXiv:2411.13800 [pdf, html, other]
Title: Explaining GPT-4's Schema of Depression Using Machine Behavior Analysis
Adithya V Ganesan, Vasudha Varadarajan, Yash Kumar Lal, Veerle C. Eijsbroek, Katarina Kjell, Oscar N.E. Kjell, Tanuja Dhanasekaran, Elizabeth C. Stade, Johannes C. Eichstaedt, Ryan L. Boyd, H. Andrew Schwartz, Lucie Flek
Comments: 21 pages, 3 tables, 6 figures, 1 supplementary table, 83 references
Subjects: Computation and Language (cs.CL)
[26] arXiv:2411.13779 [pdf, html, other]
Title: NewsInterview: a Dataset and a Playground to Evaluate LLMs' Ground Gap via Informational Interviews
Michael Lu, Hyundong Justin Cho, Weiyan Shi, Jonathan May, Alexander Spangher
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[27] arXiv:2411.13775 [pdf, html, other]
Title: Benchmarking GPT-4 against Human Translators: A Comprehensive Evaluation Across Languages, Domains, and Expertise Levels
Jianhao Yan, Pingchuan Yan, Yulong Chen, Jing Li, Xianchao Zhu, Yue Zhang
Comments: Work in progress
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[28] arXiv:2411.13738 [pdf, html, other]
Title: Assessing Gender Bias in LLMs: Comparing LLM Outputs with Human Perceptions and Official Statistics
Tetiana Bas
Comments: under review for Coling conference
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[29] arXiv:2411.13687 [pdf, html, other]
Title: Hierarchical Text Classification (HTC) vs. eXtreme Multilabel Classification (XML): Two Sides of the Same Medal
Nerijus Bertalis, Paul Granse, Ferhat Gül, Florian Hauss, Leon Menkel, David Schüler, Tom Speier, Lukas Galke, Ansgar Scherp
Subjects: Computation and Language (cs.CL)
[30] arXiv:2411.13676 [pdf, html, other]
Title: Hymba: A Hybrid-head Architecture for Small Language Models
Xin Dong, Yonggan Fu, Shizhe Diao, Wonmin Byeon, Zijia Chen, Ameya Sunil Mahabaleshwarkar, Shih-Yang Liu, Matthijs Van Keirsbilck, Min-Hung Chen, Yoshi Suhara, Yingyan Lin, Jan Kautz, Pavlo Molchanov
Comments: 20 pages, models are available on huggingface
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[31] arXiv:2411.13584 [pdf, html, other]
Title: AddrLLM: Address Rewriting via Large Language Model on Nationwide Logistics Data
Qinchen Yang, Zhiqing Hong, Dongjiang Cao, Haotian Wang, Zejun Xie, Tian He, Yunhuai Liu, Yu Yang, Desheng Zhang
Comments: Accepted by KDD'25 ADS Track
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[32] arXiv:2411.14279 (cross-list from cs.CV) [pdf, other]
Title: Looking Beyond Text: Reducing Language bias in Large Vision-Language Models via Multimodal Dual-Attention and Soft-Image Guidance
Haozhe Zhao, Shuzheng Si, Liang Chen, Yichi Zhang, Maosong Sun, Mingjia Zhang, Baobao Chang
Comments: 19 pages, 12 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)
[33] arXiv:2411.14251 (cross-list from cs.LG) [pdf, other]
Title: Natural Language Reinforcement Learning
Xidong Feng, Ziyu Wan, Haotian Fu, Bo Liu, Mengyue Yang, Girish A. Koushik, Zhiyuan Hu, Ying Wen, Jun Wang
Comments: Extension of arXiv:2402.07157
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[34] arXiv:2411.14137 (cross-list from cs.CV) [pdf, html, other]
Title: Visual Contexts Clarify Ambiguous Expressions: A Benchmark Dataset
Heejeong Nam, Jinwoo Ahn
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)
[35] arXiv:2411.14100 (cross-list from eess.AS) [pdf, html, other]
Title: BEST-STD: Bidirectional Mamba-Enhanced Speech Tokenization for Spoken Term Detection
Anup Singh, Kris Demuynck, Vipul Arora
Comments: Submitted to ICASSP 2025
Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL); Information Retrieval (cs.IR)
[36] arXiv:2411.14062 (cross-list from cs.CV) [pdf, html, other]
Title: MMGenBench: Evaluating the Limits of LMMs from the Text-to-Image Generation Perspective
Hailang Huang, Yong Wang, Zixuan Huang, Huaqiu Li, Tongwen Huang, Xiangxiang Chu, Richong Zhang
Comments: This project is available at: this https URL
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[37] arXiv:2411.14012 (cross-list from cs.AI) [pdf, html, other]
Title: Logic Augmented Generation
Aldo Gangemi, Andrea Giovanni Nuzzolese
Comments: 10 pages, 2 figures
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[38] arXiv:2411.13958 (cross-list from cs.CE) [pdf, html, other]
Title: Sentiment Analysis of Economic Text: A Lexicon-Based Approach
Luca Barbaglia, Sergio Consoli, Sebastiano Manzan, Luca Tiozzo Pezzoli, Elisa Tosetti
Comments: 37 pages, 9 figures, 6 tables, in press
Journal-ref: Economic Inquiry, 1-19 (2024)
Subjects: Computational Engineering, Finance, and Science (cs.CE); Computation and Language (cs.CL); Computers and Society (cs.CY)
[39] arXiv:2411.13868 (cross-list from cs.LG) [pdf, html, other]
Title: Robust Detection of Watermarks for Large Language Models Under Human Edits
Xiang Li, Feng Ruan, Huiyuan Wang, Qi Long, Weijie J. Su
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL); Statistics Theory (math.ST); Methodology (stat.ME); Machine Learning (stat.ML)
[40] arXiv:2411.13865 (cross-list from cs.IR) [pdf, html, other]
Title: HARec: Hyperbolic Graph-LLM Alignment for Exploration and Exploitation in Recommender Systems
Qiyao Ma, Menglin Yang, Mingxuan Ju, Tong Zhao, Neil Shah, Rex Ying
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[41] arXiv:2411.13760 (cross-list from cs.LG) [pdf, html, other]
Title: A Framework for Evaluating LLMs Under Task Indeterminacy
Luke Guerdan, Hanna Wallach, Solon Barocas, Alexandra Chouldechova
Comments: To Appear in NeurIPS 2024 Workshops on Evaluating Evaluations (EvalEval) and Statistical Foundations of LLMs and Foundation Models (SFLLM)
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL); Human-Computer Interaction (cs.HC)
[42] arXiv:2411.13699 (cross-list from cs.CR) [pdf, other]
Title: Test Security in Remote Testing Age: Perspectives from Process Data Analytics and AI
Jiangang Hao, Michael Fauss
Comments: 23 pages, 8 figures
Subjects: Cryptography and Security (cs.CR); Computation and Language (cs.CL); Human-Computer Interaction (cs.HC)
[43] arXiv:2411.13691 (cross-list from cs.LG) [pdf, html, other]
Title: Retrieval-Augmented Generation for Domain-Specific Question Answering: A Case Study on Pittsburgh and CMU
Haojia Sun, Yaqi Wang, Shuting Zhang
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL)
[44] arXiv:2411.13604 (cross-list from cs.CV) [pdf, html, other]
Title: RadPhi-3: Small Language Models for Radiology
Mercy Ranjit, Shaury Srivastav, Tanuja Ganu
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL); Machine Learning (cs.LG)
[45] arXiv:2411.13591 (cross-list from cs.CV) [pdf, html, other]
Title: Improved GUI Grounding via Iterative Narrowing
Anthony Nguyen
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[46] arXiv:2411.13577 (cross-list from eess.AS) [pdf, html, other]
Title: WavChat: A Survey of Spoken Dialogue Models
Shengpeng Ji, Yifu Chen, Minghui Fang, Jialong Zuo, Jingyu Lu, Hanting Wang, Ziyue Jiang, Long Zhou, Shujie Liu, Xize Cheng, Xiaoda Yang, Zehan Wang, Qian Yang, Jian Li, Yidi Jiang, Jingzhen He, Yunfei Chu, Jin Xu, Zhou Zhao
Comments: 60 papes, working in progress
Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL); Machine Learning (cs.LG); Multimedia (cs.MM); Sound (cs.SD)
[47] arXiv:2405.19581 (cross-list from cs.SE) [pdf, html, other]
Title: Source Code Foundation Models are Transferable Binary Analysis Knowledge Bases
Zian Su, Xiangzhe Xu, Ziyang Huang, Kaiyuan Zhang, Xiangyu Zhang
Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[48] arXiv:2402.11842 (cross-list from cs.SE) [pdf, other]
Title: CodeArt: Better Code Models by Attention Regularization When Symbols Are Lacking
Zian Su, Xiangzhe Xu, Ziyang Huang, Zhuo Zhang, Yapeng Ye, Jianjun Huang, Xiangyu Zhang
Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)

Thu, 21 Nov 2024 (showing first 2 of 48 entries )

[49] arXiv:2411.13534 [pdf, html, other]
Title: Predictive Insights into LGBTQ+ Minority Stress: A Transductive Exploration of Social Media Discourse
S. Chapagain, Y. Zhao, T. K. Rohleen, S. M. Hamdi, S. F. Boubrahimi, R. E. Flinn, E. M. Lund, D. Klooster, J. R. Scheer, C. J. Cascalheira
Comments: This paper is accepted in 2024 IEEE 11th International Conference on Data Science and Advanced Analytics (DSAA)
Subjects: Computation and Language (cs.CL)
[50] arXiv:2411.13518 [pdf, other]
Title: Advancing Complex Medical Communication in Arabic with Sporo AraSum: Surpassing Existing Large Language Models
Chanseo Lee, Sonu Kumar, Kimon A. Vogt, Sam Meraj, Antonia Vogt
Comments: arXiv admin note: text overlap with arXiv:2411.06713
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
Total of 262 entries : 1-50 51-100 101-150 151-200 ... 251-262
Showing up to 50 entries per page: fewer | more | all