Computation and Language

Authors and titles for recent submissions

• Thu, 28 Nov 2024
• Wed, 27 Nov 2024
• Tue, 26 Nov 2024
• Mon, 25 Nov 2024
• Fri, 22 Nov 2024

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Tue, 26 Nov 2024 (continued, showing last 8 of 100 entries )

[201] arXiv:2411.15268 (cross-list from cs.CV) [pdf, html, other]

Title: ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models

Junzhe Chen, Tianshu Zhang, Shiyu Huang, Yuwei Niu, Linfeng Zhang, Lijie Wen, Xuming Hu

Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)

[202] arXiv:2411.15250 (cross-list from cs.LG) [pdf, html, other]

Title: TPLogAD: Unsupervised Log Anomaly Detection Based on Event Templates and Key Parameters

Jiawei Lu, Chengrong Wu

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computers and Society (cs.CY)

[203] arXiv:2411.15243 (cross-list from q-bio.NC) [pdf, html, other]

Title: Bio-inspired AI: Integrating Biological Complexity into Artificial Intelligence

Nima Dehghani, Michael Levin

Subjects: Neurons and Cognition (q-bio.NC); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV); Neural and Evolutionary Computing (cs.NE); Symbolic Computation (cs.SC)

[204] arXiv:2411.15242 (cross-list from cs.LG) [pdf, html, other]

Title: The Zamba2 Suite: Technical Report

Paolo Glorioso, Quentin Anthony, Yury Tokpanov, Anna Golubeva, Vasudev Shyam, James Whittington, Jonathan Pilault, Beren Millidge

Comments: 21/11/24 initial upload

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)

[205] arXiv:2411.15232 (cross-list from cs.CV) [pdf, html, other]

Title: BiomedCoOp: Learning to Prompt for Biomedical Vision-Language Models

Taha Koleilat, Hojat Asgariandehkordi, Hassan Rivaz, Yiming Xiao

Comments: 18 pages, 5 figures, 10 tables

Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)

[206] arXiv:2411.15207 (cross-list from cs.CV) [pdf, html, other]

Title: Uni-Mlip: Unified Self-supervision for Medical Vision Language Pre-training

Ameera Bawazir, Kebin Wu, Wenbin Li

Comments: 15 pages, 2 figures, accepted by BMVC'24

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)

[207] arXiv:2411.15203 (cross-list from cs.LG) [pdf, other]

Title: Multimodal large language model for wheat breeding: a new exploration of smart breeding

Guofeng Yang, Yu Li, Yong He, Zhenjiang Zhou, Lingzhen Ye, Hui Fang, Yiqi Luo, Xuping Feng

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)

[208] arXiv:2411.15194 (cross-list from cs.LG) [pdf, html, other]

Title: Guiding Word Equation Solving using Graph Neural Networks (Extended Technical Report)

Parosh Aziz Abdulla, Mohamed Faouzi Atig, Julie Cailler, Chencheng Liang, Philipp Rümmer

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Logic in Computer Science (cs.LO)

Mon, 25 Nov 2024 (showing first 42 of 72 entries )

[209] arXiv:2411.15129 [pdf, other]

Title: Measuring Bullshit in the Language Games played by ChatGPT

Alessandro Trevisan, Harry Giddens, Sarah Dillon, Alan F. Blackwell

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)

[210] arXiv:2411.15124 [pdf, html, other]

Title: T\"ULU 3: Pushing Frontiers in Open Language Model Post-Training

Nathan Lambert, Jacob Morrison, Valentina Pyatkin, Shengyi Huang, Hamish Ivison, Faeze Brahman, Lester James V. Miranda, Alisa Liu, Nouha Dziri, Shane Lyu, Yuling Gu, Saumya Malik, Victoria Graf, Jena D. Hwang, Jiangjiang Yang, Ronan Le Bras, Oyvind Tafjord, Chris Wilhelm, Luca Soldaini, Noah A. Smith, Yizhong Wang, Pradeep Dasigi, Hannaneh Hajishirzi

Subjects: Computation and Language (cs.CL)

[211] arXiv:2411.15100 [pdf, html, other]

Title: XGrammar: Flexible and Efficient Structured Generation Engine for Large Language Models

Yixin Dong, Charlie F. Ruan, Yaxing Cai, Ruihang Lai, Ziyi Xu, Yilong Zhao, Tianqi Chen

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Programming Languages (cs.PL)

[212] arXiv:2411.15068 [pdf, html, other]

Title: Locating the Leading Edge of Cultural Change

Sarah Griebel, Becca Cohen, Lucian Li, Jaihyun Park, Jiayu Liu, Jana Perkins, Ted Underwood

Comments: Accepted CHR 2024

Subjects: Computation and Language (cs.CL)

[213] arXiv:2411.15051 [pdf, html, other]

Title: Fantastic Biases (What are They) and Where to Find Them

Valentin Barriere

Comments: Publication in Spanish in the Journal Bits de Ciencias: this https URL

Journal-ref: Bits de Ciencias 26 (2024), 02-13

Subjects: Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV); Computers and Society (cs.CY); Machine Learning (cs.LG)

[214] arXiv:2411.15004 [pdf, html, other]

Title: ScribeAgent: Towards Specialized Web Agents Using Production-Scale Workflow Data

Junhong Shen, Atishay Jain, Zedian Xiao, Ishan Amlekar, Mouad Hadji, Aaron Podolny, Ameet Talwalkar

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[215] arXiv:2411.14967 [pdf, html, other]

Title: SwissADT: An Audio Description Translation System for Swiss Languages

Lukas Fischer, Yingqiang Gao, Alexa Lintner, Sarah Ebling

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Human-Computer Interaction (cs.HC)

[216] arXiv:2411.14962 [pdf, html, other]

Title: LLM for Barcodes: Generating Diverse Synthetic Data for Identity Documents

Hitesh Laxmichand Patel, Amit Agarwal, Bhargava Kumar, Karan Gupta, Priyaranjan Pattnayak

Comments: 5 pages, 1 figures

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR)

[217] arXiv:2411.14957 [pdf, html, other]

Title: Information Extraction from Heterogeneous Documents without Ground Truth Labels using Synthetic Label Generation and Knowledge Distillation

Aniket Bhattacharyya, Anurag Tripathi

Comments: Accepted to WACV 2025

Subjects: Computation and Language (cs.CL)

[218] arXiv:2411.14896 [pdf, html, other]

Title: Evaluating LLM Prompts for Data Augmentation in Multi-label Classification of Ecological Texts

Anna Glazkova, Olga Zakharova

Comments: Ivannikov ISPRAS Open Conference (ISPRAS) 2024

Subjects: Computation and Language (cs.CL); Computers and Society (cs.CY); Social and Information Networks (cs.SI)

[219] arXiv:2411.14880 [pdf, html, other]

Title: Leveraging Hierarchical Prototypes as the Verbalizer for Implicit Discourse Relation Recognition

Wanqiu Long, Bonnie Webber

Subjects: Computation and Language (cs.CL)

[220] arXiv:2411.14877 [pdf, html, other]

Title: Astro-HEP-BERT: A bidirectional language model for studying the meanings of concepts in astrophysics and high energy physics

Arno Simons

Comments: 7 pages, 4 figures, 1 table

Subjects: Computation and Language (cs.CL); History and Philosophy of Physics (physics.hist-ph)

[221] arXiv:2411.14795 [pdf, html, other]

Title: De-biased Multimodal Electrocardiogram Analysis

Haitao Li, Ziyu Li, Yiheng Mao, Ziyi Liu, Zhoujian Sun, Zhengxing Huang

Subjects: Computation and Language (cs.CL)

[222] arXiv:2411.14790 [pdf, html, other]

Title: KBAlign: Efficient Self Adaptation on Specific Knowledge Bases

Zheni Zeng, Yuxuan Chen, Shi Yu, Yukun Yan, Zhenghao Liu, Shuo Wang, Xu Han, Zhiyuan Liu, Maosong Sun

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[223] arXiv:2411.14738 [pdf, html, other]

Title: Universal and Context-Independent Triggers for Precise Control of LLM Outputs

Jiashuo Liang, Guancheng Li, Yang Yu

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR)

[224] arXiv:2411.14721 [pdf, html, other]

Title: MolReFlect: Towards In-Context Fine-grained Alignments between Molecules and Texts

Jiatong Li, Yunqing Liu, Wei Liu, Jingdi Le, Di Zhang, Wenqi Fan, Dongzhan Zhou, Yuqiang Li, Qing Li

Comments: 22 pages, 12 figures

Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG); Quantitative Methods (q-bio.QM)

[225] arXiv:2411.14720 [pdf, other]

Title: Optimizing Social Media Annotation of HPV Vaccine Skepticism and Misinformation Using Large Language Models: An Experimental Evaluation of In-Context Learning and Fine-Tuning Stance Detection Across Multiple Models

Luhang Sun, Varsha Pendyala, Yun-Shiuan Chuang, Shanglin Yang, Jonathan Feldman, Andrew Zhao, Munmun De Choudhury, Sijia Yang, Dhavan Shah

Subjects: Computation and Language (cs.CL)

[226] arXiv:2411.14698 [pdf, html, other]

Title: Improving Mathematical Reasoning Capabilities of Small Language Models via Feedback-Driven Distillation

Xunyu Zhu, Jian Li, Can Ma, Weiping Wang

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[227] arXiv:2411.14672 [pdf, html, other]

Title: Multiverse of Greatness: Generating Story Branches with LLMs

Pittawat Taveekitworachai, Chollakorn Nimpattanavong, Mustafa Can Gursesli, Antonio Lanata, Andrea Guazzini, Ruck Thawonmas

Comments: 12 pages, 14 figures

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[228] arXiv:2411.14654 [pdf, html, other]

Title: Comparative Analysis of Pooling Mechanisms in LLMs: A Sentiment Analysis Perspective

Jinming Xing, Ruilin Xing, Yan Sun

Comments: 4 figures

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[229] arXiv:2411.14647 [pdf, html, other]

Title: Benchmarking Multimodal Models for Ukrainian Language Understanding Across Academic and Cultural Domains

Yurii Paniv, Artur Kiulian, Dmytro Chaplynskyi, Mykola Khandoga, Anton Polishko, Tetiana Bas, Guillermo Gabrielli

Subjects: Computation and Language (cs.CL)

[230] arXiv:2411.14551 [pdf, html, other]

Title: An Experimental Study on Data Augmentation Techniques for Named Entity Recognition on Low-Resource Domains

Arthur Elwing Torres, Edleno Silva de Moura, Altigran Soares da Silva, Mario A. Nascimento, Filipe Mesquita

Comments: 21 pages, 2 figures

Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR); Machine Learning (cs.LG)

[231] arXiv:2411.14500 [pdf, html, other]

Title: Exploring Accuracy-Fairness Trade-off in Large Language Models

Qingquan Zhang, Qiqi Duan, Bo Yuan, Yuhui Shi, Jialin Liu

Comments: 9 pages

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Machine Learning (cs.LG)

[232] arXiv:2411.14499 [pdf, html, other]

Title: Understanding World or Predicting Future? A Comprehensive Survey of World Models

Jingtao Ding, Yunke Zhang, Yu Shang, Yuheng Zhang, Zefang Zong, Jie Feng, Yuan Yuan, Hongyuan Su, Nian Li, Nicholas Sukiennik, Fengli Xu, Yong Li

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[233] arXiv:2411.14497 [pdf, html, other]

Title: Star-Agents: Automatic Data Optimization with LLM Agents for Instruction Tuning

Hang Zhou, Yehui Tang, Haochen Qin, Yujie Yang, Renren Jin, Deyi Xiong, Kai Han, Yunhe Wang

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[234] arXiv:2411.14493 [pdf, other]

Title: From Statistical Methods to Pre-Trained Models; A Survey on Automatic Speech Recognition for Resource Scarce Urdu Language

Muhammad Sharif, Zeeshan Abbas, Jiangyan Yi, Chenglin Liu

Comments: Submitted to SN Computer Science

Subjects: Computation and Language (cs.CL); Sound (cs.SD); Audio and Speech Processing (eess.AS)

[235] arXiv:2411.14491 [pdf, html, other]

Title: A Survey on Human-Centric LLMs

Jing Yi Wang, Nicholas Sukiennik, Tong Li, Weikang Su, Qianyue Hao, Jingbo Xu, Zihan Huang, Fengli Xu, Yong Li

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[236] arXiv:2411.14489 [pdf, html, other]

Title: GhostRNN: Reducing State Redundancy in RNN with Cheap Operations

Hang Zhou, Xiaoxu Zheng, Yunhe Wang, Michael Bi Mi, Deyi Xiong, Kai Han

Journal-ref: Proc. INTERSPEECH 2023, 226-230

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Sound (cs.SD); Audio and Speech Processing (eess.AS)

[237] arXiv:2411.14487 [pdf, other]

Title: Ensuring Safety and Trust: Analyzing the Risks of Large Language Models in Medicine

Yifan Yang, Qiao Jin, Robert Leaman, Xiaoyu Liu, Guangzhi Xiong, Maame Sarfo-Gyamfi, Changlin Gong, Santiago Ferrière-Steinert, W. John Wilbur, Xiaojun Li, Jiaxin Yuan, Bang An, Kelvin S. Castro, Francisco Erramuspe Álvarez, Matías Stockle, Aidong Zhang, Furong Huang, Zhiyong Lu

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)

[238] arXiv:2411.14486 [pdf, other]

Title: The Impossible Test: A 2024 Unsolvable Dataset and A Chance for an AGI Quiz

David Noever, Forrest McKee

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[239] arXiv:2411.14485 [pdf, html, other]

Title: Mediating Modes of Thought: LLM's for design scripting

Moritz Rietschel, Fang Guo, Kyle Steinfeld

Comments: Published at ACADIA 2024

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)

[240] arXiv:2411.14484 [pdf, html, other]

Title: Robust Planning with Compound LLM Architectures: An LLM-Modulo Approach

Atharva Gundawar, Karthik Valmeekam, Mudit Verma, Subbarao Kambhampati

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[241] arXiv:2411.14483 [pdf, html, other]

Title: Ranking Unraveled: Recipes for LLM Rankings in Head-to-Head AI Combat

Roland Daynauth, Christopher Clarke, Krisztian Flautner, Lingjia Tang, Jason Mars

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[242] arXiv:2411.14479 [pdf, html, other]

Title: GRL-Prompt: Towards Knowledge Graph based Prompt Optimization via Reinforcement Learning

Yuze Liu, Tingjie Liu, Tiehua Zhang, Youhua Xia, Jinze Wang, Zhishu Shen, Jiong Jin, Fei Richard Yu

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[243] arXiv:2411.14476 [pdf, other]

Title: StreetviewLLM: Extracting Geographic Information Using a Chain-of-Thought Multimodal Large Language Model

Zongrong Li, Junhao Xu, Siqin Wang, Yifan Wu, Haiyang Li

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)

[244] arXiv:2411.14473 [pdf, html, other]

Title: Large Language Model for Qualitative Research -- A Systematic Mapping Study

Cauã Ferreira Barros, Bruna Borges Azevedo, Valdemar Vicente Graciano Neto, Mohamad Kassab, Marcos Kalinowski, Hugo Alexandre D. do Nascimento, Michelle C.G.S.P. Bandeira

Comments: 8 pages, includes 1 figures and 3 tables. Submitted to the WSESE 2025 ICSE Workshop

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[245] arXiv:2411.14472 [pdf, html, other]

Title: Exploring the Potential Role of Generative AI in the TRAPD Procedure for Survey Translation

Erica Ann Metheney, Lauren Yehle

Subjects: Computation and Language (cs.CL); Applications (stat.AP); Methodology (stat.ME)

[246] arXiv:2411.14469 [pdf, html, other]

Title: Popular LLMs Amplify Race and Gender Disparities in Human Mobility

Xinhua Wu, Qi R. Wang

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[247] arXiv:2411.14466 [pdf, html, other]

Title: Learning to Ask: Conversational Product Search via Representation Learning

Jie Zou, Jimmy Xiangji Huang, Zhaochun Ren, Evangelos Kanoulas

Comments: Accepted by ACM TOIS

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)

[248] arXiv:2411.14465 [pdf, html, other]

Title: Testing Uncertainty of Large Language Models for Physics Knowledge and Reasoning

Elizaveta Reganova, Peter Steinbach

Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)

[249] arXiv:2411.14463 [pdf, html, other]

Title: Leveraging AI and NLP for Bank Marketing: A Systematic Review and Gap Analysis

Christopher Gerling, Stefan Lessmann

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); General Economics (econ.GN)

[250] arXiv:2411.14461 [pdf, html, other]

Title: Towards Next-Generation Medical Agent: How o1 is Reshaping Decision-Making in Medical Scenarios

Shaochen Xu, Yifan Zhou, Zhengliang Liu, Zihao Wu, Tianyang Zhong, Huaqin Zhao, Yiwei Li, Hanqi Jiang, Yi Pan, Junhao Chen, Jin Lu, Wei Zhang, Tuo Zhang, Lu Zhang, Dajiang Zhu, Xiang Li, Wei Liu, Quanzheng Li, Andrea Sikora, Xiaoming Zhai, Zhen Xiang, Tianming Liu

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)