| 2025 | Multimodal Neural Machine Translation: A Survey of the State of the Art. | Yi Feng, Chuanyi Li, Jiatong He, Zhenyu Hou, Vincent Ng |
| 2025 | AIMMerging: Adaptive Iterative Model Merging Using Training Trajectories for Language Model Continual Learning. | Yujie Feng, Jian Li, Xiaoyu Dong, Pengfei Xu, Xiaohui Zhou, Yujia Zhang, Zexin Lu, Yasha Wang, Alan Zhao, Xu Chu, Xiao-Ming Wu |
| 2025 | AirRAG: Autonomous Strategic Planning and Reasoning Steer Retrieval Augmented Generation. | Wenfeng Feng, Chuzhan Hao, Yuewei Zhang, Guochao Jiang, Jingyi Song |
| 2025 | Rethinking LLM Uncertainty: A Multi-Agent Approach to Estimating Black-Box Model Uncertainty. | Yu Feng, Phu Mon Htut, Zheng Qi, Wei Xiao, Manuel Mager, Nikolaos Pappas, Kishaloy Halder, Yang Li, Yassine Benajiba, Dan Roth |
| 2025 | DPED: Multi-Layer Noise Distillation for Privacy-Preserving Text Embeddings. | Shuya Feng, Yuan Hong |
| 2025 | Noise, Adaptation, and Strategy: Assessing LLM Fidelity in Decision-Making. | Yuanjun Feng, Vivek Choudhary, Yash Raj Shrestha |
| 2025 | MT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement Learning. | Zhaopeng Feng, Shaosheng Cao, Jiahan Ren, Jiayuan Su, Ruizhe Chen, Yan Zhang, Jian Wu, Zuozhu Liu |
| 2025 | Your Semantic-Independent Watermark is Fragile: A Semantic Perturbation Attack against EaaS Watermark. | Zekun Fei, Biao Yi, Jianing Geng, Ruiqi He, Lihai Nie, Zheli Liu |
| 2025 | Convergence and Divergence of Language Models under Different Random Seeds. | Finlay Fehlauer, Kyle Mahowald, Tiago Pimentel |
| 2025 | Explaining novel senses using definition generation with open language models. | Mariia Fedorova, Andrey Kutuzov, Francesco Periti, Yves Scherrer |
| 2025 | SCRIBE: Structured Chain Reasoning for Interactive Behaviour Explanations using Tool Calling. | Fares Fawzi, Vinitra Swamy, Dominik Glandorf, Tanya Nazaretsky, Tanja Kser |
| 2025 | MovieCORE: COgnitive REasoning in Movies. | Gueter Josmy Faure, Min-Hung Chen, Jia-Fong Yeh, Ying Cheng, Hung-Ting Su, Yung-Hao Tang, Shang-Hong Lai, Winston H. Hsu |
| 2025 | A Proactive Reliability Metric for Detecting Failures in Language Model Training. | Maryam Fatima |
| 2025 | From Confidence to Collapse in LLM Factual Robustness. | Alina Fastowski, Bardh Prenkaj, Gjergji Kasneci |
| 2025 | Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging. | Hua Farn, Hsuan Su, Shachi H. Kumar, Saurav Sahay, Shang-Tse Chen, Hung-yi Lee |
| 2025 | Translate Smart, not Hard: Cascaded Translation Systems with Quality-Aware Deferral. | Antnio Farinhas, Nuno Miguel Guerreiro, Sweta Agrawal, Ricardo Rei, Andr F. T. Martins |
| 2025 | DRES: Fake news detection by dynamic representation and ensemble selection. | Faramarz Farhangian, Leandro Augusto Ensina, George D. C. Cavalcanti, Rafael M. O. Cruz |
| 2025 | GUI-Bee: Align GUI Action Grounding to Novel Environments via Autonomous Exploration. | Yue Fan, Handong Zhao, Ruiyi Zhang, Yu Shen, Xin Eric Wang, Gang Wu |
| 2025 | Towards More Efficient Post-training via Fourier Domain Adapter Framework. | Yijia Fan, Jusheng Zhang, Keze Wang |
| 2025 | VisiPruner: Decoding Discontinuous Cross-Modal Dynamics for Efficient Multimodal LLMs. | Yingqi Fan, Anhao Zhao, Jinlan Fu, Junlong Tong, Hui Su, Yijie Pan, Wei Zhang, Xiaoyu Shen |
| 2025 | CCG: Rare-Label Prediction via Neural SEM-Driven Causal Game. | Yijia Fan, Jusheng Zhang, Kaitong Cai, Jing Yang, Keze Wang |
| 2025 | End-to-End Optimization for Multimodal Retrieval-Augmented Generation via Reward Backpropagation. | Zhiyuan Fan, Longfei Yun, Ming Yan, Yumeng Wang, Dadi Guo, Brian Mak, James T. Kwok, Yi R. Fung |
| 2025 | Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models. | Yuchun Fan, Yilin Wang, Yongyu Mu, Lei Huang, Bei Li, Xiaocheng Feng, Tong Xiao, JingBo Zhu |
| 2025 | The Medium Is Not the Message: Deconfounding Document Embeddings via Linear Concept Erasure. | Yu Fan, Yang Tian, Shauli Ravfogel, Mrinmaya Sachan, Elliott Ash, Alexander Miserlis Hoyle |
| 2025 | Consistent Discourse-level Temporal Relation Extraction Using Large Language Models. | Yi Fan, Michael Strube |