| 2025 | Explainable Ethical Assessment on Human Behaviors by Generating Conflicting Social Norms. | Yuxi Sun, Wei Gao, Hongzhan Lin, Jing Ma, Wenxuan Zhang |
| 2025 | Are LLMs Rigorous Logical Reasoners? Empowering Natural Language Proof Generation by Stepwise Decoding with Contrastive Learning. | Ying Su, Mingwen Liu, Zhijiang Guo |
| 2025 | Chain-of-Query: Unleashing the Power of LLMs in SQL-Aided Table Understanding via Multi-Agent Collaboration. | Songyuan Sui, Hongyi Liu, Serena Liu, Li Li, Soo-Hyun Choi, Rui Chen, Xia Hu |
| 2025 | wavCSE: Learning Fixed-size Unified Speech Embeddings via Feature-based Multi-Task Learning. | Braveenan Sritharan, Uthayasanker Thayasivam |
| 2025 | Mixed Signals: Understanding Model Disagreement in Multimodal Empathy Detection. | Maya Srikanth, Run Chen, Julia Hirschberg |
| 2025 | Shared Heritage, Distinct Writing: Rethinking Resource Selection for East Asian Historical Documents. | Seyoung Song, Haneul Yoo, Jiho Jin, Kyunghyun Cho, Alice Oh |
| 2025 | Structured Document Translation via Format Reinforcement Learning. | Haiyue Song, Johannes Eschbach-Dymanus, Hour Kaing, Sumire Honda, Hideki Tanaka, Bianka Buschbeck, Masao Utiyama |
| 2025 | An Information-Theoretic Approach to Reducing Fertility in LLMs for Manipuri Machine Translation. | Telem Joyson Singh, Sanasam Ranbir Singh, Priyankoo Sarmah |
| 2025 | Interpreting the Effects of Quantization on LLMs. | Manpreet Singh, Hassan Sajjad |
| 2025 | Attention Overflow: Language Model Input Blur during Long-Context Missing Items Identification. | Damien Sileo |
| 2025 | PhysicsEval: Inference-Time Techniques to Improve the Reasoning Proficiency of Large Language Models on Physics Problems. | Oshayer Siddique, J. M. Areeb Uzair Alam, Md Jobayer Rahman Rafy, Syed Rifat Raiyan, Hasan Mahmud, Md. Kamrul Hasan |
| 2025 | Reasoning Enhanced Missing Knowledge Retrieval Augmented Generation Framework for Domain Specific Question Answering. | Yuanjun Shi, Zhaopeng Qiu |
| 2025 | Judging the Judges: A Systematic Study of Position Bias in LLM-as-a-Judge. | Lin Shi, Chiyu Ma, Wenhua Liang, Xingjian Diao, Weicheng Ma, Soroush Vosoughi |
| 2025 | SOMAJGYAAN: A Dataset for Evaluating LLMs on Bangla Culture, Social Knowledge, and Low-Resource Language Adaptation. | Fariha Anjum Shifa, Muhtasim Ibteda Shochcho, Abdullah Ibne Hanif Arean, Mohammad Ashfaq Ur Rahman, Akm Moshiur Rahman Mazumder, Ahaj Mahhin Faiak, Md Fahim, M. Ashraful Amin, Amin Ahsan Ali, A. K. M. Mahbubur Rahman |
| 2025 | Data Augmentation for Low-resource Neural Machine Translation: A Systematic Analysis. | Zhiqiang Shi |
| 2025 | Curved Worlds, Clear Boundaries: Generalizing Speech Deepfake Detection using Hyperbolic and Spherical Geometry Spaces. | Farhan Sheth, Girish, Mohd Mujtaba Akhtar, Muskaan Singh |
| 2025 | WildFireCan-MMD: A Multimodal Dataset for Classification of User-Generated Content During Wildfires in Canada. | Braeden Sherritt, Isar Nejadgholi, Efstratios Aivaliotis, Khaled Mslmani, Marzieh Amini |
| 2025 | EmplifAI: a Fine-grained Dataset for Japanese Empathetic Medical Dialogues in 28 Emotion Labels. | Wan-Jou She, Lis Pereira, Fei Cheng, Sakiko Yahata, Panote Siriaraya, Eiji Aramaki |
| 2025 | Enhancing Scene Transition Awareness in Video Generation via Post-Training. | Hanwen Shen, Jiajie Lu, Yupeng Cao, Xiaonan Yang |
| 2025 | SLM-SQL: An Exploration of Small Language Models for Text-to-SQL. | Lei Sheng, Shuai-Shuai Xu |
| 2025 | CSC-SQL: Corrective Self-Consistency in Text-to-SQL via Reinforcement Learning. | Lei Sheng, Shuai-Shuai Xu |
| 2025 | Improving LLM's Attachment to External Knowledge In Dialogue Generation Tasks Through Entity Anonymization. | Hadi Sheikhi, Chenyang Huang, Osmar R. Zaane |
| 2025 | LLM-Empowered Patient-Provider Communication: A Data-Centric Survey From a Clinical Perspective. | Ruosi Shao, Md Shamim Seraj, Kangyi Zhao, Yingtao Luo, Lincan Li, Bolin Shen, Averi Bates, Yue Zhao, Chongle Pan, Lisa Hightow-Weidman, Shayok Chakraborty, Yushun Dong |
| 2025 | Where Should I Study? Biased Language Models Decide! Evaluating Fairness in LMs for Academic Recommendations. | Krithi Shailya, Akhilesh Kumar Mishra, Gokul S. Krishnan, Balaraman Ravindran |
| 2025 | Indic-S2ST: a Multilingual and Multimodal Many-to-Many Indic Speech-to-Speech Translation Dataset. | Nivedita Sethiya, Puneet Walia, Chandresh Kumar Maurya |