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Computation and Language

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Total of 292 entries : 1-50 51-100 101-150 151-200 201-250 251-292
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Tue, 14 Jan 2025 (continued, showing 50 of 93 entries )

[151] arXiv:2501.07314 [pdf, other]
Title: FinerWeb-10BT: Refining Web Data with LLM-Based Line-Level Filtering
Erik Henriksson, Otto Tarkka, Filip Ginter
Comments: 11 pages, 4 figures, 4 tables. To be published in NoDaLiDa/Baltic-HLT 2025 proceedings
Subjects: Computation and Language (cs.CL)
[152] arXiv:2501.07301 [pdf, other]
Title: The Lessons of Developing Process Reward Models in Mathematical Reasoning
Zhenru Zhang, Chujie Zheng, Yangzhen Wu, Beichen Zhang, Runji Lin, Bowen Yu, Dayiheng Liu, Jingren Zhou, Junyang Lin
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[153] arXiv:2501.07300 [pdf, html, other]
Title: Comparative analysis of optical character recognition methods for S\'ami texts from the National Library of Norway
Tita Enstad, Trond Trosterud, Marie Iversdatter Røsok, Yngvil Beyer, Marie Roald
Comments: To be published in Proceedings of the 25th Nordic Conference on Computational Linguistics (NoDaLiDa)
Subjects: Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
[154] arXiv:2501.07217 [pdf, other]
Title: When lies are mostly truthful: automated verbal deception detection for embedded lies
Riccardo Loconte, Bennett Kleinberg
Subjects: Computation and Language (cs.CL)
[155] arXiv:2501.07111 [pdf, html, other]
Title: ListConRanker: A Contrastive Text Reranker with Listwise Encoding
Junlong Liu, Yue Ma, Ruihui Zhao, Junhao Zheng, Qianli Ma, Yangyang Kang
Comments: 11 pages, 4 figures
Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR)
[156] arXiv:2501.07102 [pdf, html, other]
Title: AdaCS: Adaptive Normalization for Enhanced Code-Switching ASR
The Chuong Chu, Vu Tuan Dat Pham, Kien Dao, Hoang Nguyen, Quoc Hung Truong
Comments: Accepted at ICASSP 2025
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[157] arXiv:2501.07086 [pdf, html, other]
Title: Boosting Text-To-Image Generation via Multilingual Prompting in Large Multimodal Models
Yongyu Mu, Hengyu Li, Junxin Wang, Xiaoxuan Zhou, Chenglong Wang, Yingfeng Luo, Qiaozhi He, Tong Xiao, Guocheng Chen, Jingbo Zhu
Comments: Accepted to ICASSP 2025
Subjects: Computation and Language (cs.CL)
[158] arXiv:2501.07020 [pdf, html, other]
Title: ViSoLex: An Open-Source Repository for Vietnamese Social Media Lexical Normalization
Anh Thi-Hoang Nguyen, Dung Ha Nguyen, Kiet Van Nguyen
Comments: The 31st International Conference on Computational Linguistics (COLING 2025)
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[159] arXiv:2501.06932 [pdf, html, other]
Title: Harnessing Large Language Models for Disaster Management: A Survey
Zhenyu Lei, Yushun Dong, Weiyu Li, Rong Ding, Qi Wang, Jundong Li
Subjects: Computation and Language (cs.CL); Computers and Society (cs.CY); Machine Learning (cs.LG)
[160] arXiv:2501.06892 [pdf, html, other]
Title: Language Fusion for Parameter-Efficient Cross-lingual Transfer
Philipp Borchert, Ivan Vulić, Marie-Francine Moens, Jochen De Weerdt
Comments: 20 pages
Subjects: Computation and Language (cs.CL)
[161] arXiv:2501.06859 [pdf, other]
Title: A Comprehensive Evaluation of Large Language Models on Mental Illnesses in Arabic Context
Noureldin Zahran, Aya E. Fouda, Radwa J. Hanafy, Mohammed E. Fouda
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[162] arXiv:2501.06825 [pdf, html, other]
Title: Event Argument Extraction with Enriched Prompts
Chen Liang
Subjects: Computation and Language (cs.CL)
[163] arXiv:2501.06795 [pdf, html, other]
Title: Bridging the Fairness Gap: Enhancing Pre-trained Models with LLM-Generated Sentences
Liu Yu, Ludie Guo, Ping Kuang, Fan Zhou
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[164] arXiv:2501.06751 [pdf, html, other]
Title: Padding Tone: A Mechanistic Analysis of Padding Tokens in T2I Models
Michael Toker, Ido Galil, Hadas Orgad, Rinon Gal, Yoad Tewel, Gal Chechik, Yonatan Belinkov
Subjects: Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
[165] arXiv:2501.06741 [pdf, html, other]
Title: Hierarchical Divide-and-Conquer for Fine-Grained Alignment in LLM-Based Medical Evaluation
Shunfan Zheng, Xiechi Zhang, Gerard de Melo, Xiaoling Wang, Linlin Wang
Subjects: Computation and Language (cs.CL)
[166] arXiv:2501.06730 [pdf, html, other]
Title: Better Prompt Compression Without Multi-Layer Perceptrons
Edouardo Honig, Andrew Lizarraga, Zijun Frank Zhang, Ying Nian Wu
Comments: 7 pages, 0 figures
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[167] arXiv:2501.06728 [pdf, html, other]
Title: Measuring the Robustness of Reference-Free Dialogue Evaluation Systems
Justin Vasselli, Adam Nohejl, Taro Watanabe
Subjects: Computation and Language (cs.CL)
[168] arXiv:2501.06715 [pdf, other]
Title: ZNO-Eval: Benchmarking reasoning capabilities of large language models in Ukrainian
Mykyta Syromiatnikov, Victoria Ruvinskaya, Anastasiya Troynina
Comments: 7 pages, 5 figures. X International conference "Informatics. Culture. Technology." (2024)
Journal-ref: X International conference "Informatics. Culture. Technology." (2024) 185-191
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[169] arXiv:2501.06689 [pdf, html, other]
Title: TAPO: Task-Referenced Adaptation for Prompt Optimization
Wenxin Luo, Weirui Wang, Xiaopeng Li, Weibo Zhou, Pengyue Jia, Xiangyu Zhao
Comments: Accepted to ICASSP 2025
Subjects: Computation and Language (cs.CL)
[170] arXiv:2501.06645 [pdf, html, other]
Title: FocalPO: Enhancing Preference Optimizing by Focusing on Correct Preference Rankings
Tong Liu, Xiao Yu, Wenxuan Zhou, Jindong Gu, Volker Tresp
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[171] arXiv:2501.06638 [pdf, html, other]
Title: Scaling Down Semantic Leakage: Investigating Associative Bias in Smaller Language Models
Veronika Smilga
Subjects: Computation and Language (cs.CL)
[172] arXiv:2501.06636 [pdf, html, other]
Title: Dual use issues in the field of Natural Language Generation
Emiel van Miltenburg
Subjects: Computation and Language (cs.CL)
[173] arXiv:2501.06590 [pdf, other]
Title: ChemAgent: Self-updating Library in Large Language Models Improves Chemical Reasoning
Xiangru Tang, Tianyu Hu, Muyang Ye, Yanjun Shao, Xunjian Yin, Siru Ouyang, Wangchunshu Zhou, Pan Lu, Zhuosheng Zhang, Yilun Zhao, Arman Cohan, Mark Gerstein
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[174] arXiv:2501.06582 [pdf, html, other]
Title: ACORD: An Expert-Annotated Retrieval Dataset for Legal Contract Drafting
Steven H. Wang, Maksim Zubkov, Kexin Fan, Sarah Harrell, Yuyang Sun, Wei Chen, Andreas Plesner, Roger Wattenhofer
Subjects: Computation and Language (cs.CL)
[175] arXiv:2501.06564 [pdf, other]
Title: Natural Language Processing and Deep Learning Models to Classify Phase of Flight in Aviation Safety Occurrences
Aziida Nanyonga, Hassan Wasswa, Oleksandra Molloy, Ugur Turhan, Graham Wild
Comments: NLP, Aviation reports, Text analysis, Deep learning algorithms, Flight phase classification
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[176] arXiv:2501.06557 [pdf, html, other]
Title: A Survey on Spoken Italian Datasets and Corpora
Marco Giordano, Claudia Rinaldi
Comments: submitted to IEEE Access Journal in Dec 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Digital Libraries (cs.DL)
[177] arXiv:2501.06536 [pdf, html, other]
Title: Dispersion Measures as Predictors of Lexical Decision Time, Word Familiarity, and Lexical Complexity
Adam Nohejl, Taro Watanabe
Comments: Pre-print, to be presented at the NLP Meeting 2025 (this http URL - NON-REVIEWED)
Subjects: Computation and Language (cs.CL)
[178] arXiv:2501.06521 [pdf, html, other]
Title: Fine-tuning Large Language Models for Improving Factuality in Legal Question Answering
Yinghao Hu, Leilei Gan, Wenyi Xiao, Kun Kuang, Fei Wu
Comments: 18 pages, 8 figures, to be published in COLING 2025
Subjects: Computation and Language (cs.CL)
[179] arXiv:2501.06497 [pdf, html, other]
Title: PASS: Presentation Automation for Slide Generation and Speech
Tushar Aggarwal, Aarohi Bhand
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[180] arXiv:2501.06496 [pdf, html, other]
Title: Analyzing the Role of Context in Forecasting with Large Language Models
Gerrit Mutschlechner, Adam Jatowt
Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR)
[181] arXiv:2501.06490 [pdf, other]
Title: Sequential Classification of Aviation Safety Occurrences with Natural Language Processing
Aziida Nanyonga, Hassan Wasswa, Ugur Turhan, Oleksandra Molloy, Graham Wild
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[182] arXiv:2501.06468 [pdf, html, other]
Title: First Token Probability Guided RAG for Telecom Question Answering
Tingwei Chen, Jiayi Chen, Zijian Zhao, Haolong Chen, Liang Zhang, Guangxu Zhu
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[183] arXiv:2501.06467 [pdf, html, other]
Title: Retrieval-Augmented Dialogue Knowledge Aggregation for Expressive Conversational Speech Synthesis
Rui Liu, Zhenqi Jia, Feilong Bao, Haizhou Li
Comments: Accepted by Information Fusion 2025
Subjects: Computation and Language (cs.CL)
[184] arXiv:2501.06465 [pdf, html, other]
Title: MedCT: A Clinical Terminology Graph for Generative AI Applications in Healthcare
Ye Chen, Dongdong Huang, Haoyun Xu, Cong Fu, Lin Sheng, Qingli Zhou, Yuqiang Shen, Kai Wang
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[185] arXiv:2501.06458 [pdf, html, other]
Title: O1 Replication Journey -- Part 3: Inference-time Scaling for Medical Reasoning
Zhongzhen Huang, Gui Geng, Shengyi Hua, Zhen Huang, Haoyang Zou, Shaoting Zhang, Pengfei Liu, Xiaofan Zhang
Subjects: Computation and Language (cs.CL)
[186] arXiv:2501.06434 [pdf, html, other]
Title: Synthetic Feature Augmentation Improves Generalization Performance of Language Models
Ashok Choudhary, Cornelius Thiels, Hojjat Salehinejad
Comments: Accepted for presentation at IEEE SSCI 2025
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[187] arXiv:2501.06425 [pdf, html, other]
Title: Tensor Product Attention Is All You Need
Yifan Zhang, Yifeng Liu, Huizhuo Yuan, Zhen Qin, Yang Yuan, Quanquan Gu, Andrew Chi-Chih Yao
Comments: 23 pages, 5 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[188] arXiv:2501.06382 [pdf, html, other]
Title: Dynamics of "Spontaneous" Topic Changes in Next Token Prediction with Self-Attention
Mumin Jia, Jairo Diaz-Rodriguez
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[189] arXiv:2501.06374 [pdf, html, other]
Title: AFRIDOC-MT: Document-level MT Corpus for African Languages
Jesujoba O. Alabi, Israel Abebe Azime, Miaoran Zhang, Cristina España-Bonet, Rachel Bawden, Dawei Zhu, David Ifeoluwa Adelani, Clement Oyeleke Odoje, Idris Akinade, Iffat Maab, Davis David, Shamsuddeen Hassan Muhammad, Neo Putini, David O. Ademuyiwa, Andrew Caines, Dietrich Klakow
Comments: under review
Subjects: Computation and Language (cs.CL)
[190] arXiv:2501.06365 [pdf, html, other]
Title: Gender-Neutral Large Language Models for Medical Applications: Reducing Bias in PubMed Abstracts
Elizabeth Schaefer, Kirk Roberts
Comments: 9 pages, 4 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR)
[191] arXiv:2501.06346 [pdf, html, other]
Title: Large Language Models Share Representations of Latent Grammatical Concepts Across Typologically Diverse Languages
Jannik Brinkmann, Chris Wendler, Christian Bartelt, Aaron Mueller
Subjects: Computation and Language (cs.CL)
[192] arXiv:2501.06286 [pdf, other]
Title: Bactrainus: Optimizing Large Language Models for Multi-hop Complex Question Answering Tasks
Iman Barati, Arash Ghafouri, Behrouz Minaei-Bidgoli
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[193] arXiv:2501.06282 [pdf, html, other]
Title: MinMo: A Multimodal Large Language Model for Seamless Voice Interaction
Qian Chen, Yafeng Chen, Yanni Chen, Mengzhe Chen, Yingda Chen, Chong Deng, Zhihao Du, Ruize Gao, Changfeng Gao, Zhifu Gao, Yabin Li, Xiang Lv, Jiaqing Liu, Haoneng Luo, Bin Ma, Chongjia Ni, Xian Shi, Jialong Tang, Hui Wang, Hao Wang, Wen Wang, Yuxuan Wang, Yunlan Xu, Fan Yu, Zhijie Yan, Yexin Yang, Baosong Yang, Xian Yang, Guanrou Yang, Tianyu Zhao, Qinglin Zhang, Shiliang Zhang, Nan Zhao, Pei Zhang, Chong Zhang, Jinren Zhou
Comments: Work in progress. Authors are listed in alphabetical order by family name
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[194] arXiv:2501.06278 [pdf, html, other]
Title: Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing
Zenon Lamprou, Frank Polick, Yashar Moshfeghi
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[195] arXiv:2501.06277 [pdf, other]
Title: Environmental large language model Evaluation (ELLE) dataset: A Benchmark for Evaluating Generative AI applications in Eco-environment Domain
Jing Guo, Nan Li, Ming Xu
Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR)
[196] arXiv:2501.06265 [pdf, html, other]
Title: AgoraSpeech: A multi-annotated comprehensive dataset of political discourse through the lens of humans and AI
Pavlos Sermpezis, Stelios Karamanidis, Eva Paraschou, Ilias Dimitriadis, Sofia Yfantidou, Filitsa-Ioanna Kouskouveli, Thanasis Troboukis, Kelly Kiki, Antonis Galanopoulos, Athena Vakali
Subjects: Computation and Language (cs.CL)
[197] arXiv:2501.06256 [pdf, html, other]
Title: What Matters for In-Context Learning: A Balancing Act of Look-up and In-Weight Learning
Jelena Bratulić, Sudhanshu Mittal, Christian Rupprecht, Thomas Brox
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[198] arXiv:2501.06254 [pdf, html, other]
Title: Rethinking Evaluation of Sparse Autoencoders through the Representation of Polysemous Words
Gouki Minegishi, Hiroki Furuta, Yusuke Iwasawa, Yutaka Matsuo
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[199] arXiv:2501.06246 [pdf, html, other]
Title: A partition cover approach to tokenization
Jia Peng Lim, Davin Choo, Hady W. Lauw
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Data Structures and Algorithms (cs.DS)
[200] arXiv:2501.06211 [pdf, html, other]
Title: FLAME: Financial Large-Language Model Assessment and Metrics Evaluation
Jiayu Guo, Yu Guo, Martha Li, Songtao Tan
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computational Engineering, Finance, and Science (cs.CE)
Total of 292 entries : 1-50 51-100 101-150 151-200 201-250 251-292
Showing up to 50 entries per page: fewer | more | all