| 2025 | Alleviating Hallucinations of Large Language Models through Induced Hallucinations. | Yue Zhang, Leyang Cui, Wei Bi, Shuming Shi |
| 2025 | Clarify When Necessary: Resolving Ambiguity Through Interaction with LMs. | Michael J. Q. Zhang, Eunsol Choi |
| 2025 | Personalize Your LLM: Fake it then Align it. | Yijing Zhang, Dyah Adila, Changho Shin, Frederic Sala |
| 2025 | Adaptive Attacks Break Defenses Against Indirect Prompt Injection Attacks on LLM Agents. | Qiusi Zhan, Richard Fang, Henil Shalin Panchal, Daniel Kang |
| 2025 | Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective. | Shenglai Zeng, Jiankun Zhang, Bingheng Li, Yuping Lin, Tianqi Zheng, Dante Everaert, Hanqing Lu, Hui Liu, Hui Liu, Yue Xing, Monica Xiao Cheng, Jiliang Tang |
| 2025 | Task-wrapped Continual Learning in Task-Oriented Dialogue Systems. | Min Zeng, Haiqin Yang, Xi Chen, Yike Guo |
| 2025 | S²-MAD: Breaking the Token Barrier to Enhance Multi-Agent Debate Efficiency. | Yuting Zeng, Weizhe Huang, Lei Jiang, Tongxuan Liu, Xitai Jin, Chen Tianying Tiana, Jing Li, Xiaohua Xu |
| 2025 | Exploring Large Language Models for Effective Rumor Detection on Social Media. | Yirong Zeng, Xiao Ding, Bibo Cai, Ting Liu, Bing Qin |
| 2025 | Assessing the State of the Art in Scene Segmentation. | Albin Zehe, Elisabeth Fischer, Andreas Hotho |
| 2025 | In-Context Example Selection via Similarity Search Improves Low-Resource Machine Translation. | Armel Randy Zebaze, Benot Sagot, Rachel Bawden |
| 2025 | Attention on Multiword Expressions: A Multilingual Study of BERT-based Models with Regard to Idiomaticity and Microsyntax. | Iuliia Zaitova, Vitalii Hirak, Badr M. Abdullah, Dietrich Klakow, Bernd Mbius, Tania Avgustinova |
| 2025 | SSMLoRA: Enhancing Low-Rank Adaptation with State Space Model. | Jiayang Yu, Yihang Zhang, Bin Wang, Peiqin Lin, Yongkang Liu, Shi Feng |
| 2025 | LLM-Based Explicit Models of Opponents for Multi-Agent Games. | Xiaopeng Yu, Wanpeng Zhang, Zongqing Lu |
| 2025 | One Unified Model for Diverse Tasks: Emotion Cause Analysis via Self-Promote Cognitive Structure Modeling. | Zhaoxin Yu, Xinglin Xiao, Wenji Mao |
| 2025 | Reverse Modeling in Large Language Models. | Sicheng Yu, Yuanchen Xu, Cunxiao Du, Yanying Zhou, Minghui Qiu, Qianru Sun, Hao Zhang, Jiawei Wu |
| 2025 | Correcting Negative Bias in Large Language Models through Negative Attention Score Alignment. | Sangwon Yu, Jongyoon Song, Bongkyu Hwang, Hoyoung Kang, Sooah Cho, Junhwa Choi, Seongho Joe, Taehee Lee, Youngjune Gwon, Sungroh Yoon |
| 2025 | The Stochastic Parrot on LLM's Shoulder: A Summative Assessment of Physical Concept Understanding. | Mo Yu, Lemao Liu, Junjie Wu, Tsz Ting Chung, Shunchi Zhang, Jiangnan Li, Dit-Yan Yeung, Jie Zhou |
| 2025 | Unleashing Multi-Hop Reasoning Potential in Large Language Models through Repetition of Misordered Context. | Sangwon Yu, Ik-hwan Kim, Jongyoon Song, Saehyung Lee, Junsung Park, Sungroh Yoon |
| 2025 | Investigating Hallucinations in Simultaneous Machine Translation: Knowledge Distillation Solution and Components Analysis. | Donglei Yu, Xiaomian Kang, Yuchen Liu, Feifei Zhai, Nanchang Cheng, Yu Zhou, Chengqing Zong |
| 2025 | Unsupervised Speech-text word-level alignment with Dynamic Programming. | Tianshu Yu, Zihan Gong, Minghuan Tan, Guhong Chen, Min Yang |
| 2025 | Self-Generated Critiques Boost Reward Modeling for Language Models. | Yue Yu, Zhengxing Chen, Aston Zhang, Liang Tan, Chenguang Zhu, Richard Yuanzhe Pang, Yundi Qian, Xuewei Wang, Suchin Gururangan, Chao Zhang, Melanie Kambadur, Dhruv Mahajan, Rui Hou |
| 2025 | CausalEval: Towards Better Causal Reasoning in Language Models. | Longxuan Yu, Delin Chen, Siheng Xiong, Qingyang Wu, Dawei Li, Zhikai Chen, Xiaoze Liu, Liangming Pan |
| 2025 | Tooling or Not Tooling? The Impact of Tools on Language Agents for Chemistry Problem Solving. | Botao Yu, Frazier N. Baker, Ziru Chen, Garrett Herb, Boyu Gou, Daniel Adu-Ampratwum, Xia Ning, Huan Sun |
| 2025 | Dynamic Uncertainty Ranking: Enhancing Retrieval-Augmented In-Context Learning for Long-Tail Knowledge in LLMs. | Shuyang Yu, Runxue Bao, Parminder Bhatia, Taha A. Kass-Hout, Jiayu Zhou, Cao Xiao |
| 2025 | DomainSum: A Hierarchical Benchmark for Fine-Grained Domain Shift in Abstractive Text Summarization. | Haohan Yuan, Haopeng Zhang |