| 2025 | PerspectiveMod: A Perspectivist Resource for Deliberative Moderation. | Eva Maria Vecchi, Neele Falk, Carlotta Quensel, Iman Jundi, Gabriella Lapesa |
| 2025 | Unconditional Truthfulness: Learning Unconditional Uncertainty of Large Language Models. | Artem Vazhentsev, Ekaterina Fadeeva, Rui Xing, Gleb Kuzmin, Ivan Lazichny, Alexander Panchenko, Preslav Nakov, Timothy Baldwin, Maxim Panov, Artem Shelmanov |
| 2025 | HypER: Literature-grounded Hypothesis Generation and Distillation with Provenance. | Rosni Vasu, Chandrayee Basu, Bhavana Dalvi Mishra, Cristina Sarasua, Peter Clark, Abraham Bernstein |
| 2025 | Multilingual Dialogue Generation and Localization with Dialogue Act Scripting. | Justin Vasselli, Eunike Andriani Kardinata, Yusuke Sakai, Taro Watanabe |
| 2025 | UNCERTAINTY-LINE: Length-Invariant Estimation of Uncertainty for Large Language Models. | Roman Vashurin, Maiya Goloburda, Preslav Nakov, Maxim Panov |
| 2025 | MessIRve: A Large-Scale Spanish Information Retrieval Dataset. | Francisco Valentini, Viviana Cotik, Damin Ariel Furman, Ivan Bercovich, Edgar Altszyler, Juan Manuel Prez |
| 2025 | Audio Query Handling System with Integrated Expert Models and Contextual Understanding. | Naveen Vakada, Arvind Krishna Sridhar, Yinyi Guo, Erik Visser |
| 2025 | Are you sure? Measuring models bias in content moderation through uncertainty. | Alessandra Urbinati, Mirko Lai, Simona Frenda, Marco Stranisci |
| 2025 | Current Semantic-change Quantification Methods Struggle with Discovery in the Wild. | Khonzoda Umarova, Lillian Lee, Laerdon Kim |
| 2025 | Robust Native Language Identification through Agentic Decomposition. | Ahmet Yavuz Uluslu, Tannon Kew, Tilia Ellendorff, Gerold Schneider, Rico Sennrich |
| 2025 | Bias Analysis and Mitigation through Protected Attribute Detection and Regard Classification. | Takuma Udagawa, Yang Zhao, Hiroshi Kanayama, Bishwaranjan Bhattacharjee |
| 2025 | Friend or Foe? A Computational Investigation of Semantic False Friends across Romance Languages. | Ana Sabina Uban, Liviu P. Dinu, Ioan-Bogdan Iordache, Simona Georgescu, Claudia Vlad |
| 2025 | LLM-OREF: An Open Relation Extraction Framework Based on Large Language Models. | Hongyao Tu, Liang Zhang, Yujie Lin, Xin Lin, Haibo Zhang, Long Zhang, Jinsong Su |
| 2025 | O_O-VC: Synthetic Data-Driven One-to-One Alignment for Any-to-Any Voice Conversion. | Huu Tuong Tu, Huan Vu, Nguyen Tien Cuong, Dien Hy Ngo, Nguyen Thi Thu Trang |
| 2025 | Measuring Chain of Thought Faithfulness by Unlearning Reasoning Steps. | Martin Tutek, Fateme Hashemi Chaleshtori, Ana Marasovic, Yonatan Belinkov |
| 2025 | Quantifying Logical Consistency in Transformers via Query-Key Alignment. | Eduard Tulchinskii, Laida Kushnareva, Anastasia Voznyuk, Andrei Andriiainen, Irina Piontkovskaya, Evgeny Burnaev, Serguei Barannikov |
| 2025 | ViLBench: A Suite for Vision-Language Process Reward Modeling. | Haoqin Tu, Weitao Feng, Hardy Chen, Hui Liu, Xianfeng Tang, Cihang Xie |
| 2025 | RRInf: Efficient Influence Function Estimation via Ridge Regression for Large Language Models and Text-to-Image Diffusion Models. | Zhuozhuo Tu, Cheng Chen, Yuxuan Du |
| 2025 | Investigating Neurons and Heads in Transformer-based LLMs for Typographical Errors. | Kohei Tsuji, Tatsuya Hiraoka, Yuchang Cheng, Eiji Aramaki, Tomoya Iwakura |
| 2025 | Mapping Smarter, Not Harder: A Test-Time Reinforcement Learning Agent That Improve Without Labels or Model Updates. | Wen-Kwang Tsao, Yao-Ching Yu, Chien-Ming Huang |
| 2025 | Text-centric Alignment for Bridging Test-time Unseen Modality. | Yun-Da Tsai, Ting-Yu Yen, Pei-Fu Guo, Zhe-Yan Li, Shou-De Lin |
| 2025 | A Sequential Multi-Stage Approach for Code Vulnerability Detection via Confidence- and Collaboration-based Decision Making. | Chung-Nan Tsai, Xin Wang, Cheng-Hsiung Lee, Ching-Sheng Lin |
| 2025 | EMO: Embedding Model Distillation via Intra-Model Relation and Optimal Transport Alignments. | Minh-Phuc Truong, Hai An Vu, Tu Vu, Nguyen Thi Ngoc Diep, Linh Van Ngo, Thien Huu Nguyen, Trung Le |
| 2025 | Persona-Augmented Benchmarking: Evaluating LLMs Across Diverse Writing Styles. | Kimberly Le Truong, Riccardo Fogliato, Hoda Heidari, Steven Wu |
| 2025 | Internal states before wait modulate reasoning patterns. | Dmitrii Troitskii, Koyena Pal, Chris Wendler, Callum McDougall |