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Computation and Language

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Total of 292 entries : 1-50 51-100 101-150 151-200 ... 251-292
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Fri, 17 Jan 2025 (showing 47 of 47 entries )

[1] arXiv:2501.09751 [pdf, other]
Title: OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking
Zekun Xi, Wenbiao Yin, Jizhan Fang, Jialong Wu, Runnan Fang, Ningyu Zhang, Jiang Yong, Pengjun Xie, Fei Huang, Huajun Chen
Subjects: Computation and Language (cs.CL)
[2] arXiv:2501.09749 [pdf, html, other]
Title: Enhancing Lexicon-Based Text Embeddings with Large Language Models
Yibin Lei, Tao Shen, Yu Cao, Andrew Yates
Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR)
[3] arXiv:2501.09722 [pdf, other]
Title: Attention based Bidirectional GRU hybrid model for inappropriate content detection in Urdu language
Ezzah Shoukat, Rabia Irfan, Iqra Basharat, Muhammad Ali Tahir, Sameen Shaukat
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[4] arXiv:2501.09719 [pdf, html, other]
Title: Comparative Insights from 12 Machine Learning Models in Extracting Economic Ideology from Political Text
Jihed Ncib
Subjects: Computation and Language (cs.CL)
[5] arXiv:2501.09706 [pdf, html, other]
Title: Domain Adaptation of Foundation LLMs for e-Commerce
Christian Herold, Michael Kozielski, Tala Bazazo, Pavel Petrushkov, Hadi Hashemi, Patrycja Cieplicka, Dominika Basaj, Shahram Khadivi
Subjects: Computation and Language (cs.CL)
[6] arXiv:2501.09653 [pdf, html, other]
Title: The Heap: A Contamination-Free Multilingual Code Dataset for Evaluating Large Language Models
Jonathan Katzy, Razvan Mihai Popescu, Arie van Deursen, Maliheh Izadi
Comments: Pre-Print. Accepted to FORGE 2025 Dataset Track
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[7] arXiv:2501.09604 [pdf, html, other]
Title: From Scarcity to Capability: Empowering Fake News Detection in Low-Resource Languages with LLMs
Hrithik Majumdar Shibu, Shrestha Datta, Md. Sumon Miah, Nasrullah Sami, Mahruba Sharmin Chowdhury, Md. Saiful Islam
Subjects: Computation and Language (cs.CL)
[8] arXiv:2501.09561 [pdf, other]
Title: Stylomech: Unveiling Authorship via Computational Stylometry in English and Romanized Sinhala
Nabeelah Faumi, Adeepa Gunathilake, Benura Wickramanayake, Deelaka Dias, TGDK Sumanathilaka
Comments: 3 figure, 1 image
Subjects: Computation and Language (cs.CL)
[9] arXiv:2501.09538 [pdf, html, other]
Title: Analyzing Continuous Semantic Shifts with Diachronic Word Similarity Matrices
Hajime Kiyama, Taichi Aida, Mamoru Komachi, Toshinobu Ogiso, Hiroya Takamura, Daichi Mochihashi
Comments: COLING2025
Subjects: Computation and Language (cs.CL)
[10] arXiv:2501.09512 [pdf, html, other]
Title: PIER: A Novel Metric for Evaluating What Matters in Code-Switching
Enes Yavuz Ugan, Ngoc-Quan Pham, Leonard Bärmann, Alex Waibel
Comments: Accepted at ICASSP 2025
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[11] arXiv:2501.09484 [pdf, html, other]
Title: Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators
Zhaocheng Liu, Quan Tu, Wen Ye, Yu Xiao, Zhishou Zhang, Hengfu Cui, Yalun Zhu, Qiang Ju, Shizheng Li, Jian Xie
Subjects: Computation and Language (cs.CL)
[12] arXiv:2501.09451 [pdf, html, other]
Title: Scaling Graph-Based Dependency Parsing with Arc Vectorization and Attention-Based Refinement
Nicolas Floquet, Joseph Le Roux, Nadi Tomeh, Thierry Charnois
Subjects: Computation and Language (cs.CL)
[13] arXiv:2501.09444 [pdf, html, other]
Title: Solving the unsolvable: Translating case law in Hong Kong
King-kui Sin, Xi Xuan, Chunyu Kit, Clara Ho-yan Chan, Honic Ho-kin Ip
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Multiagent Systems (cs.MA)
[14] arXiv:2501.09426 [pdf, html, other]
Title: AutoCBT: An Autonomous Multi-agent Framework for Cognitive Behavioral Therapy in Psychological Counseling
Ancheng Xu, Di Yang, Renhao Li, Jingwei Zhu, Minghuan Tan, Min Yang, Wanxin Qiu, Mingchen Ma, Haihong Wu, Bingyu Li, Feng Sha, Chengming Li, Xiping Hu, Qiang Qu, Derek F.Wong, Ruifeng Xu
Subjects: Computation and Language (cs.CL)
[15] arXiv:2501.09409 [pdf, html, other]
Title: mGeNTE: A Multilingual Resource for Gender-Neutral Language and Translation
Beatrice Savoldi, Eleonora Cupin, Manjinder Thind, Anne Lauscher, Luisa Bentivogli
Subjects: Computation and Language (cs.CL)
[16] arXiv:2501.09384 [pdf, other]
Title: Evaluating LLM Abilities to Understand Tabular Electronic Health Records: A Comprehensive Study of Patient Data Extraction and Retrieval
Jesus Lovon (IRIT-IRIS), Martin Mouysset (IRIT-IRIS), Jo Oleiwan (IRIT-IRIS), Jose G. Moreno (IRIT-IRIS), Christine Damase-Michel, Lynda Tamine (IRIT-IRIS)
Comments: To be published as full paper in the Proceedings of the European Conference on Information Retrieval (ECIR) 2025. Preprint
Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR)
[17] arXiv:2501.09349 [pdf, html, other]
Title: ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset
Fen Wang, Bomiao Wang, Xueli Shu, Zhen Liu, Zekai Shao, Chao Liu, Siming Chen
Subjects: Computation and Language (cs.CL); Human-Computer Interaction (cs.HC)
[18] arXiv:2501.09326 [pdf, other]
Title: Algorithm for Semantic Network Generation from Texts of Low Resource Languages Such as Kiswahili
Barack Wamkaya Wanjawa, Lawrence Muchemi, Evans Miriti
Comments: 18 pages, 3 figures, published in Open Journal for Information Technology
Journal-ref: Wanjawa, B. W., Muchemi, L., & Miriti, E. (2024). Algorithm for semantic network generation from texts of low resource languages such as Kiswahili. Open Journal for Information Technology, 7(2), 55-70
Subjects: Computation and Language (cs.CL)
[19] arXiv:2501.09310 [pdf, html, other]
Title: A Study of In-Context-Learning-Based Text-to-SQL Errors
Jiawei Shen, Chengcheng Wan, Ruoyi Qiao, Jiazhen Zou, Hang Xu, Yuchen Shao, Yueling Zhang, Weikai Miao, Geguang Pu
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Software Engineering (cs.SE)
[20] arXiv:2501.09292 [pdf, html, other]
Title: To Retrieve or Not to Retrieve? Uncertainty Detection for Dynamic Retrieval Augmented Generation
Kaustubh D. Dhole
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[21] arXiv:2501.09265 [pdf, html, other]
Title: Perspective Transition of Large Language Models for Solving Subjective Tasks
Xiaolong Wang, Yuanchi Zhang, Ziyue Wang, Yuzhuang Xu, Fuwen Luo, Yile Wang, Peng Li, Yang Liu
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[22] arXiv:2501.09258 [pdf, html, other]
Title: Delayed Fusion: Integrating Large Language Models into First-Pass Decoding in End-to-end Speech Recognition
Takaaki Hori, Martin Kocour, Adnan Haider, Erik McDermott, Xiaodan Zhuang
Comments: Accepted to ICASSP2025
Subjects: Computation and Language (cs.CL); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[23] arXiv:2501.09223 [pdf, other]
Title: Foundations of Large Language Models
Tong Xiao, Jingbo Zhu
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[24] arXiv:2501.09219 [pdf, html, other]
Title: A Simple Graph Contrastive Learning Framework for Short Text Classification
Yonghao Liu, Fausto Giunchiglia, Lan Huang, Ximing Li, Xiaoyue Feng, Renchu Guan
Comments: AAAI2025
Subjects: Computation and Language (cs.CL)
[25] arXiv:2501.09214 [pdf, html, other]
Title: Boosting Short Text Classification with Multi-Source Information Exploration and Dual-Level Contrastive Learning
Yonghao Liu, Mengyu Li, Wei Pang, Fausto Giunchiglia, Lan Huang, Xiaoyue Feng, Renchu Guan
Comments: AAAI2025
Subjects: Computation and Language (cs.CL)
[26] arXiv:2501.09213 [pdf, html, other]
Title: FineMedLM-o1: Enhancing the Medical Reasoning Ability of LLM from Supervised Fine-Tuning to Test-Time Training
Hongzhou Yu, Tianhao Cheng, Ying Cheng, Rui Feng
Subjects: Computation and Language (cs.CL)
[27] arXiv:2501.09164 [pdf, html, other]
Title: The Veln(ia)s is in the Details: Evaluating LLM Judgment on Latvian and Lithuanian Short Answer Matching
Yevhen Kostiuk, Oxana Vitman, Łukasz Gagała, Artur Kiulian
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[28] arXiv:2501.09158 [pdf, other]
Title: Evaluating GenAI for Simplifying Texts for Education: Improving Accuracy and Consistency for Enhanced Readability
Stephanie L. Day, Jacapo Cirica, Steven R. Clapp, Veronika Penkova, Amy E. Giroux, Abbey Banta, Catherine Bordeau, Poojitha Mutteneni, Ben D. Sawyer
Comments: 64 pages, 9 tables, 6 figures, and supplemental materials
Subjects: Computation and Language (cs.CL)
[29] arXiv:2501.09154 [pdf, html, other]
Title: Towards Multilingual LLM Evaluation for Baltic and Nordic languages: A study on Lithuanian History
Yevhen Kostiuk, Oxana Vitman, Łukasz Gagała, Artur Kiulian
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[30] arXiv:2501.09127 [pdf, html, other]
Title: Multilingual LLMs Struggle to Link Orthography and Semantics in Bilingual Word Processing
Eshaan Tanwar, Gayatri Oke, Tanmoy Chakraborty
Comments: Code available at: this https URL
Subjects: Computation and Language (cs.CL)
[31] arXiv:2501.09126 [pdf, other]
Title: Augmenting Human-Annotated Training Data with Large Language Model Generation and Distillation in Open-Response Assessment
Conrad Borchers, Danielle R. Thomas, Jionghao Lin, Ralph Abboud, Kenneth R. Koedinger
Comments: Manuscript accepted to the Second Workshop on Generative AI for Learning Analytics (GenAI-LA) at LAK25
Subjects: Computation and Language (cs.CL); Computers and Society (cs.CY); Machine Learning (cs.LG)
[32] arXiv:2501.09092 [pdf, html, other]
Title: SteLLA: A Structured Grading System Using LLMs with RAG
Hefei Qiu, Brian White, Ashley Ding, Reinaldo Costa, Ali Hachem, Wei Ding, Ping Chen
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)
[33] arXiv:2501.09056 [pdf, html, other]
Title: Decompose-ToM: Enhancing Theory of Mind Reasoning in Large Language Models through Simulation and Task Decomposition
Sneheel Sarangi, Maha Elgarf, Hanan Salam
Comments: Accepted to COLING 2025
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[34] arXiv:2501.09745 (cross-list from cs.SE) [pdf, html, other]
Title: Suggesting Code Edits in Interactive Machine Learning Notebooks Using Large Language Models
Bihui Jin, Jiayue Wang, Pengyu Nie
Subjects: Software Engineering (cs.SE); Computation and Language (cs.CL); Machine Learning (cs.LG)
[35] arXiv:2501.09686 (cross-list from cs.AI) [pdf, html, other]
Title: Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models
Fengli Xu, Qianyue Hao, Zefang Zong, Jingwei Wang, Yunke Zhang, Jingyi Wang, Xiaochong Lan, Jiahui Gong, Tianjian Ouyang, Fanjin Meng, Chenyang Shao, Yuwei Yan, Qinglong Yang, Yiwen Song, Sijian Ren, Xinyuan Hu, Yu Li, Jie Feng, Chen Gao, Yong Li
Comments: 36 pages, 5 figures
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[36] arXiv:2501.09645 (cross-list from cs.AI) [pdf, html, other]
Title: CarMem: Enhancing Long-Term Memory in LLM Voice Assistants through Category-Bounding
Johannes Kirmayr, Lukas Stappen, Phillip Schneider, Florian Matthes, Elisabeth André
Comments: Accepted for presentation at the International Conference on Computational Linguistics (COLING 2025)
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Human-Computer Interaction (cs.HC)
[37] arXiv:2501.09527 (cross-list from cs.LG) [pdf, html, other]
Title: Confidence Estimation for Error Detection in Text-to-SQL Systems
Oleg Somov, Elena Tutubalina
Comments: 15 pages, 11 figures, to be published in AAAI 2025 Proceedings
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL)
[38] arXiv:2501.09521 (cross-list from cs.HC) [pdf, html, other]
Title: Augmenting a Large Language Model with a Combination of Text and Visual Data for Conversational Visualization of Global Geospatial Data
Omar Mena, Alexandre Kouyoumdjian, Lonni Besançon, Michael Gleicher, Ivan Viola, Anders Ynnerman
Subjects: Human-Computer Interaction (cs.HC); Computation and Language (cs.CL)
[39] arXiv:2501.09431 (cross-list from cs.AI) [pdf, html, other]
Title: A Survey on Responsible LLMs: Inherent Risk, Malicious Use, and Mitigation Strategy
Huandong Wang, Wenjie Fu, Yingzhou Tang, Zhilong Chen, Yuxi Huang, Jinghua Piao, Chen Gao, Fengli Xu, Tao Jiang, Yong Li
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Cryptography and Security (cs.CR); Computers and Society (cs.CY)
[40] arXiv:2501.09425 (cross-list from cs.CV) [pdf, html, other]
Title: Vision-Language Models Do Not Understand Negation
Kumail Alhamoud, Shaden Alshammari, Yonglong Tian, Guohao Li, Philip Torr, Yoon Kim, Marzyeh Ghassemi
Comments: Project page: this https URL
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)
[41] arXiv:2501.09311 (cross-list from cs.CV) [pdf, other]
Title: Shape-Based Single Object Classification Using Ensemble Method Classifiers
Nur Shazwani Kamarudin, Mokhairi Makhtar, Syadiah Nor Wan Shamsuddin, Syed Abdullah Fadzli
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[42] arXiv:2501.09309 (cross-list from cs.CY) [pdf, other]
Title: Understanding Mental Health Content on Social Media and Its Effect Towards Suicidal Ideation
Mohaiminul Islam Bhuiyan, Nur Shazwani Kamarudin, Nur Hafieza Ismail
Subjects: Computers and Society (cs.CY); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[43] arXiv:2501.09294 (cross-list from cs.CV) [pdf, html, other]
Title: Efficient Few-Shot Medical Image Analysis via Hierarchical Contrastive Vision-Language Learning
Harrison Fuller, Fernando Gabriela Garcia, Victor Flores
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)
[44] arXiv:2501.09155 (cross-list from cs.CV) [pdf, html, other]
Title: VCRScore: Image captioning metric based on V\&L Transformers, CLIP, and precision-recall
Guillermo Ruiz, Tania Ramírez, Daniela Moctezuma
Comments: 28 pages
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)
[45] arXiv:2501.09136 (cross-list from cs.AI) [pdf, html, other]
Title: Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG
Aditi Singh, Abul Ehtesham, Saket Kumar, Tala Talaei Khoei
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Information Retrieval (cs.IR)
[46] arXiv:2501.09134 (cross-list from cs.CV) [pdf, html, other]
Title: Benchmarking Robustness of Contrastive Learning Models for Medical Image-Report Retrieval
Demetrio Deanda, Yuktha Priya Masupalli, Jeong Yang, Young Lee, Zechun Cao, Gongbo Liang
Comments: This work is accepted to AAAI 2025 Workshop -- the 9th International Workshop on Health Intelligence
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Information Retrieval (cs.IR); Machine Learning (cs.LG)
[47] arXiv:2501.09041 (cross-list from cs.CV) [pdf, html, other]
Title: Generative Visual Commonsense Answering and Explaining with Generative Scene Graph Constructing
Fan Yuan, Xiaoyuan Fang, Rong Quan, Jing Li, Wei Bi, Xiaogang Xu, Piji Li
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)

Thu, 16 Jan 2025 (showing first 3 of 43 entries )

[48] arXiv:2501.09004 [pdf, html, other]
Title: Aegis2.0: A Diverse AI Safety Dataset and Risks Taxonomy for Alignment of LLM Guardrails
Shaona Ghosh, Prasoon Varshney, Makesh Narsimhan Sreedhar, Aishwarya Padmakumar, Traian Rebedea, Jibin Rajan Varghese, Christopher Parisien
Comments: arXiv admin note: text overlap with arXiv:2404.05993
Subjects: Computation and Language (cs.CL)
[49] arXiv:2501.08985 [pdf, html, other]
Title: Personality Modeling for Persuasion of Misinformation using AI Agent
Qianmin Lou, Wentao Xu
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Science and Game Theory (cs.GT)
[50] arXiv:2501.08974 [pdf, html, other]
Title: Learning to Extract Cross-Domain Aspects and Understanding Sentiments Using Large Language Models
Karukriti Kaushik Ghosh, Chiranjib Sur
Subjects: Computation and Language (cs.CL)
Total of 292 entries : 1-50 51-100 101-150 151-200 ... 251-292
Showing up to 50 entries per page: fewer | more | all