| 2026 | Retrieval Heads are Dynamic. | Yuping Lin, Zitao Li, Yue Xing, Pengfei He, Yingqian Cui, Yaliang Li, Bolin Ding, Jingren Zhou, Jiliang Tang |
| 2026 | Causal2Vec: Improving Decoder-only LLMs as Embedding Models through a Contextual Token. | Ailiang Lin, Zhuoyun Li, Yusong Wang, Kotaro Funakoshi, Manabu Okumura |
| 2026 | Pseudo2Real: Task Arithmetic for Pseudo-Label Correction in Automatic Speech Recognition. | Yi-Cheng Lin, Yu-Hsuan Li Liang, Hsuan Su, Tzu-Quan Lin, Shang-Tse Chen, Yun-Nung Chen, Hung-yi Lee |
| 2026 | Embedding-based In-Context Prompt Training for Enhancing LLMs as Text Encoders. | Ailiang Lin, Zhuoyun Li, Keyu Mao, Kotaro Funakoshi, Manabu Okumura |
| 2026 | An Exploration of Mamba for Speech Self-Supervised Models. | Tzu-Quan Lin, Heng-Cheng Kuo, Tzu-Chieh Wei, Hsi-Chun Cheng, Chun Wei Chen, Hsien-Fu Hsiao, Yu Tsao, Hung-yi Lee |
| 2026 | Full-Duplex-Bench-v2: A Multi-Turn Evaluation Framework for Duplex Dialogue Systems with an Automated Examiner. | Guan-Ting Lin, Shih-Yun Shan Kuan, Jiatong Shi, Kai-Wei Chang, Siddhant Arora, Shinji Watanabe, Hung-Yi Lee |
| 2026 | CLARity: Reasoning Consistency Alone Can Teach Reinforced Experts. | Jiuheng Lin, Cong Jiang, Zirui Wu, Jiarui Sun, Yansong Feng |
| 2026 | SAFO: Stable Adaptive Fairness Optimization for LLM-Based Social Survey Simulation. | Chenxi Lin, Zhuoren Jiang, Kaisong Song, Yiquan Wu |
| 2026 | MM-Doc-R1: Training Agents for Long Document Visual Question Answering through Multi-turn Reinforcement Learning. | Jiahang Lin, Kai Hu, Binghai Wang, Yuhao Zhou, Zhiheng Xi, Honglin Guo, Shichun Liu, Junzhe Wang, Shihan Dou, Enyu Zhou, Hang Yan, Zhenhua Han, Tao Gui, Qi Zhang, Xuanjing Huang |
| 2026 | LLMs Enable Bag-of-Texts Representations for Short-Text Clustering. | I-Fan Lin, Faegheh Hasibi, Suzan Verberne |
| 2026 | THOR: A Theta-Gamma Hierarchical Oscillatory Reasoning Framework for Multi-hop QA. | Ziyang Ling, Ronald X. Xu, Mingzhai Sun |
| 2026 | Reusable Experiences: Latent Routing and Modular Composition in LLMs. | Shuai Ling, Lizi Liao, Dongmei Jiang, Weili Guan |
| 2026 | MALLM-GAN: Multi-Agent Large Language Model as Generative Adversarial Network for Synthesizing Tabular Data. | Yaobin Ling, Xiaoqian Jiang, Yejin Kim |
| 2026 | Neural Chain-of-Thought Search: Searching the Optimal Reasoning Path to Enhance Large Language Models. | Guoming Ling, Zhongzhan Huang, Yupei Lin, Junxin Li, Shanshan Zhong, Hefeng Wu, Liang Lin |
| 2026 | Dual Hierarchical Dialogue Policy Learning for Legal Inquisitive Conversational Agents. | Xubo Lin, Zezhi Deng, Shihao Wang, Grace Hui Yang, Yang Deng |
| 2026 | MARCH: Multi-Agent Radiology Clinical Hierarchy for CT Report Generation. | Yi Lin, Yihao Ding, Yonghui Wu, Yifan Peng |
| 2026 | Interactive Learning for LLM Reasoning. | Hehai Lin, Shilei Cao, Sudong Wang, Haotian Wu, Minzhi Li, Linyi Yang, Juepeng Zheng, Chengwei Qin |
| 2026 | Style Amnesia: Investigating Speaking Style Degradation and Mitigation in Multi-Turn Spoken Language Models. | Yu-Xiang Lin, Cheng-Han Chiang, Hung-yi Lee |
| 2026 | Multimodal In-context Learning for ASR of Low-resource Languages. | Zhaolin Li, Jan Niehues |
| 2026 | Cross-Prompt Automated Essay Scoring of Multiple Traits: Making Sense of the State of the Art. | Shengjie Li, Vincent Ng |
| 2026 | Filling the Long Tail: Structure-Aware Curriculum-Gap Completion for Medical Education with LLMs. | Wenjie Lin |
| 2026 | LEASH: Adaptive Length Penalty and Reward Shaping for Efficient Large Reasoning Model. | Yanhao Li, Lu Ma, Jiaran Zhang, Lexiang Tang, Wentao Zhang, Guibo Luo |
| 2026 | Aligning with Your Own Voice: Self-Corrected Preference Learning for Hallucination Mitigation in LVLMs. | Byeonggeuk Lim, JungMin Yun, Junehyoung Kwon, Kyeonghyun Kim, YoungBin Kim |
| 2026 | A Picture is Worth a Thousand Words? An Empirical Study of Aggregation Strategies for Visual Financial Document Retrieval. | Ho Hung Lim, Yi Yang |
| 2026 | Align Documents to Questions: Question-Oriented Document Rewriting for Retrieval-Augmented Generation. | Jiaang Li, Zhendong Mao, Quan Wang, Yuning Wan, Yongdong Zhang |