| 2025 | Revisiting Intermediate-Layer Matching in Knowledge Distillation: Layer-Selection Strategy Doesn't Matter (Much). | Zony Yu, Yuqiao Wen, Lili Mou |
| 2025 | SEAGraph: Unveiling the Whole Story of Paper Review Comments. | Jianxiang Yu, Jiaqi Tan, Zichen Ding, Jiapeng Zhu, Jiahao Li, Yao Cheng, Qier Cui, Yunshi Lan, Yao Liu, Xiang Li |
| 2025 | From Monolingual to Bilingual: Investigating Language Conditioning in Large Language Models for Psycholinguistic Tasks. | Shuzhou Yuan, Zhan Qu, Mario Tawfelis, Michael Frber |
| 2025 | LLM in the Loop: Creating the ParaDeHate Dataset for Hate Speech Detoxification. | Shuzhou Yuan, Ercong Nie, Lukas Kouba, Helmut Schmid, Hinrich Schtze, Michael Frber |
| 2025 | Information-theoretic Distinctions Between Deception and Confusion. | Robin Young |
| 2025 | Feature Decomposition-Augmentation Network for Multimodal Sentiment Analysis. | Dapeng Yin, Bingxuan Hou, Mengna Gao, Shuyue Zhu, Jun-li Wang |
| 2025 | Recitation over Reasoning: How Cutting-Edge Language Models Can Fail on Elementary School-Level Reasoning Problems? | Kai Yan, Yufei Xu, Zhengyin Du, Xuesong Yao, Zheyu Wang, Xiaowen Guo, Jiecao Chen |
| 2025 | HiPPO: Exploring A Novel Hierarchical Pronunciation Assessment Approach for Spoken Languages. | Bi-Cheng Yan, Hsin Wei Wang, Fu-An Chao, Tien-Hong Lo, Yung-Chang Hsu, Berlin Chen |
| 2025 | Cascaded Information Disclosure for Generalized Evaluation of Problem Solving Capabilities. | Yunxiang Yan, Tomohiro Sawada, Kartik Goyal |
| 2025 | Item-Language Model: Improving Large Language Model for Recommendation via Item-Language Representation Learning. | Li Yang, Anushya Subbiah, Hardik Patel, Judith Yue Li, Yanwei Song, Reza Mirghaderi, Vikram Aggarwal, Fuli Feng, Zenglin Xu, Dongfang Liu, Qifan Wang |
| 2025 | AD-AGENT: A Multi-agent Framework for End-to-end Anomaly Detection. | Tiankai Yang, Junjun Liu, Michael Siu, Jiahang Wang, Zhuangzhuang Qian, Chanjuan Song, Cheng Cheng, Xiyang Hu, Yue Zhao |
| 2025 | Did the Writer Actually Visit the Location? Analysis of Location Reviews from Visit Experience. | Aitaro Yamamoto, Hiroki Ouchi, Kota Tsubouchi, Tatsuo Yamashita, Ryo Tsujimoto, Yuki Matsuda, Hirohiko Suwa |
| 2025 | XL-DURel: Finetuning Sentence Transformers for Ordinal Word-in-Context Classification. | Sachin Yadav, Dominik Schlechtweg |
| 2025 | Distillation versus Contrastive Learning: How to Train Your Rerankers. | Zhichao Xu, Zhiqi Huang, Shengyao Zhuang, Vivek Srikumar |
| 2025 | CSPLADE: Learned Sparse Retrieval with Causal Language Models. | Zhichao Xu, Aosong Feng, Yijun Tian, Haibo Ding, Lin Lee Cheong |
| 2025 | Deconstructing Attention: Investigating Design Principles for Effective Language Modeling. | Huiyin Xue, Nafise Sadat Moosavi, Nikolaos Aletras |
| 2025 | Is Fine-Tuning an Effective Solution? Reassessing Knowledge Editing for Unstructured Data. | Hao Xiong, Chuanyuan Tan, Wenliang Chen |
| 2025 | On Memorization of Large Language Models in Logical Reasoning. | Chulin Xie, Yangsibo Huang, Chiyuan Zhang, Da Yu, Xinyun Chen, Bill Yuchen Lin, Bo Li, Badih Ghazi, Ravi Kumar |
| 2025 | What am I missing here?: Evaluating Large Language Models for Masked Sentence Prediction. | Charlie Wyatt, Aditya Joshi, Flora D. Salim |
| 2025 | ReasoningWeekly: A General Knowledge and Verbal Reasoning Challenge for Large Language Models. | Zixuan Wu, Francesca Lucchetti, Aleksander Boruch-Gruszecki, Jingmiao Zhao, Carolyn Jane Anderson, Joydeep Biswas, Federico Cassano, Arjun Guha |
| 2025 | R²-CoD: Understanding Text-Graph Complementarity in Relational Reasoning via Knowledge Co-Distillation. | Zhen Wu, Ritam Dutt, Luke Breitfeller, Armineh Nourbakhsh, Siddharth Parekh, Carolyn P. Ros |
| 2025 | IndoPref: A Multi-Domain Pairwise Preference Dataset for Indonesian. | Vanessa Rebecca Wiyono, David Anugraha, Ayu Purwarianti, Genta Indra Winata |
| 2025 | Multilingual Iterative Model Pruning: What Matters? | Haryo Akbarianto Wibowo, Haiyue Song, Hideki Tanaka, Masao Utiyama, Alham Fikri Aji, Raj Dabre |
| 2025 | Documentation Retrieval Improves Planning Language Generation. | Renxiang Wang, Li Zhang |
| 2025 | Commentary Generation from Multimodal Game Data for Esports Moments in Multiplayer Strategy Games. | Zihan Wang, Naoki Yoshinaga |