ACL - arXivDaily 期刊&会议

2508.00220 2025-08-04 cs.CL

Semantic Compression for Word and Sentence Embeddings using Discrete Wavelet Transform

Rana Aref Salama, Abdou Youssef, Mona Diab

机构 * School of Engineering and Applied Science, George Washington University（工程与应用科学学院，乔治华盛顿大学）； Faculty of Computers and Artificial Intelligence, Cairo University（计算机与人工智能学院，开罗大学）； Language Technologies Institute, Carnegie Mellon University（语言技术研究所，卡内基梅隆大学）

Journal ref https://aclanthology.org/2024.findings-acl.945/

2504.16604 2025-08-04 cs.CL cs.AI cs.SI

Debunking with Dialogue? Exploring AI-Generated Counterspeech to Challenge Conspiracy Theories

Mareike Lisker, Christina Gottschalk, Helena Mihaljević

机构 * University of Applied Sciences (HTW) Berlin, Germany（柏林应用科学大学（HTW））

Comments 16 pages, Association for Computational Linguistics, Proceedings of the 9th Workshop on Online Abuse and Harms (WOAH 2025)

2502.17407 2025-08-04 cs.CL

Linguistic Generalizability of Test-Time Scaling in Mathematical Reasoning

Guijin Son, Jiwoo Hong, Hyunwoo Ko, James Thorne

机构 * Yonsei University（延世大学）； OneLineAI ； KAIST AI（韩国科学技术院人工智能实验室）

Comments ACL 2025 (ORAL)

2502.08441 2025-08-04 cs.CL cs.AI cs.LG

Better Embeddings with Coupled Adam

Felix Stollenwerk, Tobias Stollenwerk

机构 * AI Sweden（AI瑞典）； Forschungszentrum Jülich（耶鲁-维尔特夫特研究中心）

Comments ACL 2025 (Main), see https://aclanthology.org/2025.acl-long.1321/

2412.12201 2025-08-04 cs.LG cs.AI

Embracing Large Language Models in Traffic Flow Forecasting

Yusheng Zhao, Xiao Luo, Haomin Wen, Zhiping Xiao, Wei Ju, Ming Zhang

机构 * State Key Laboratory for Multimedia Information Processing, School of Computer Science, PKU-Anker LLM Lab, Peking University（信息处理国家重点实验室、计算机学院、PKU-Anker LLM实验室、北京大学）； Department of Computer Science, University of California, Los Angeles（计算机科学系、加州大学洛杉矶分校）； Carnegie Mellon University（卡内基梅隆大学）； Paul G. Allen School of Computer Science and Engineering, University of Washington（保罗·G·阿伦计算机科学与工程学院、华盛顿大学）

Comments Accepted by ACL 2025

2410.15365 2025-08-04 cs.CL

BERTtime Stories: Investigating the Role of Synthetic Story Data in Language Pre-training

Nikitas Theodoropoulos, Giorgos Filandrianos, Vassilis Lyberatos, Maria Lymperaiou, Giorgos Stamou

机构 * First Author Affiliation（第一作者单位）； Second Author Affiliation（第二作者单位）

Journal ref The 2nd BabyLM Challenge at the 28th Conference on Computational Natural Language Learning, pages 308-323, Miami, FL, USA. Association for Computational Linguistics, 2024

2409.07423 2025-08-04 cs.CL

Enhancing adversarial robustness in Natural Language Inference using explanations

Alexandros Koulakos, Maria Lymperaiou, Giorgos Filandrianos, Giorgos Stamou

机构 * Artificial Intelligence and Learning Systems Laboratory（人工智能与学习系统实验室）； School of Electrical and Computer Engineering（电气与计算机工程学院）； National Technical University of Athens（雅典技术大学）

Journal ref Proceedings of the 7th BlackboxNLP Workshop: Analyzing and Interpreting Neural Networks for NLP, pages 105-117, Miami, Florida, US. Association for Computational Linguistics, 2024

2408.01969 2025-08-04 cs.CL

Optimal and efficient text counterfactuals using Graph Neural Networks

Dimitris Lymperopoulos, Maria Lymperaiou, Giorgos Filandrianos, Giorgos Stamou

机构 * Artificial Intelligence and Learning Systems Laboratory（人工智能与学习系统实验室）； School of Electrical and Computer Engineering（电气与计算机工程学院）； National Technical University of Athens（雅典技术大学）

Journal ref Proceedings of the 7th BlackboxNLP Workshop: Analyzing and Interpreting Neural Networks for NLP, pages 1-14, Miami, Florida, US. Association for Computational Linguistics, 2024

2402.11291 2025-08-04 cs.CL cs.AI

Puzzle Solving using Reasoning of Large Language Models: A Survey

Panagiotis Giadikiaroglou, Maria Lymperaiou, Giorgos Filandrianos, Giorgos Stamou

机构 * Artificial Intelligence and Learning Systems Laboratory（人工智能与学习系统实验室）； School of Electrical and Computer Engineering（电气与计算机工程学院）； National Technical University of Athens（希腊雅典国家技术大学）

Journal ref Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, pages 11574-11591, Miami, Florida, USA. Association for Computational Linguistics, 2024