| 2025 | DiscoSG: Towards Discourse-Level Text Scene Graph Parsing through Iterative Graph Refinement. | Shaoqing Lin, Chong Teng, Fei Li, Donghong Ji, Lizhen Qu, Zhuang Li |
| 2025 | Reinforcement Learning with Supervised Alignment. | Joo Lus Lins, Jia Xu |
| 2025 | MetaLadder: Ascending Mathematical Solution Quality via Analogical-Problem Reasoning Transfer. | Honglin Lin, Zhuoshi Pan, Qizhi Pei, Xin Gao, Yu Li, Mengzhang Cai, Conghui He, Lijun Wu |
| 2025 | Fine-Tuned Thoughts: Leveraging Chain-of-Thought Reasoning for Industrial Asset Health Monitoring. | Shuxin Lin, Dhaval C. Patel, Christodoulos Constantinides |
| 2025 | MEBench: Benchmarking Large Language Models for Cross-Document Multi-Entity Question Answering. | Teng Lin, Yuyu Luo, Honglin Zhang, Jicheng Zhang, Chunlin Liu, Kaishun Wu, Nan Tang |
| 2025 | RJE: A Retrieval-Judgment-Exploration Framework for Efficient Knowledge Graph Question Answering with LLMs. | Can Lin, Zhengwang Jiang, Ling Zheng, Qi Zhao, Yuhang Zhang, Qi Song, Wangqiu Zhou |
| 2025 | SaCa: A Highly Compatible Reinforcing Framework for Knowledge Graph Embedding via Structural Pattern Contrast. | Jiashi Lin, Changhong Jiang, Yixiao Wang, Xinyi Zhu, Zhongtian Hu, Wei Zhang |
| 2025 | Enhancing Multi-Agent Debate System Performance via Confidence Expression. | Zijie Lin, Bryan Hooi |
| 2025 | Beyond Human Labels: A Multi-Linguistic Auto-Generated Benchmark for Evaluating Large Language Models on Resume Parsing. | Zijian Ling, Han Zhang, Jiahao Cui, Zhequn Wu, Xu Sun, Guohao Li, Xiangjian He |
| 2025 | Weak2Wise: An Automated, Lightweight Framework for Weak-LLM-Friendly Reasoning Synthesis. | Jianing Lin, Yuanfang Guo, Shunning Liu, Zeming Liu, Yunhong Wang |
| 2025 | How Much Do Large Language Models Know about Human Motion? A Case Study in 3D Avatar Control. | Kunhang Li, Jason Naradowsky, Yansong Feng, Yusuke Miyao |
| 2025 | FormosanBench: Benchmarking Low-Resource Austronesian Languages in the Era of Large Language Models. | Kaiying Kevin Lin, Hsi-Yu Chen, Haopeng Zhang |
| 2025 | Creativity in LLM-based Multi-Agent Systems: A Survey. | Yi-Cheng Lin, Kang-Chieh Chen, Zhe-Yan Li, Tzu-Heng Wu, Tzu-Hsuan Wu, Kuan-Yu Chen, Hung-yi Lee, Yun-Nung Chen |
| 2025 | Breaking the Reviewer: Assessing the Vulnerability of Large Language Models in Automated Peer Review Under Textual Adversarial Attacks. | Tzu-Ling Lin, Wei-Chih Chen, Teng-Fang Hsiao, Hou-I Liu, Ya-Hsin Yeh, Yu Kai Chan, Wen-Sheng Lien, Po-Yen Kuo, Philip S. Yu, Hong-Han Shuai |
| 2025 | Efficient Model Development through Fine-tuning Transfer. | Pin-Jie Lin, Rishab Balasubramanian, Fengyuan Liu, Nikhil Kandpal, Tu Vu |
| 2025 | Can Large Language Models Translate Unseen Languages in Underrepresented Scripts? | Dianqing Lin, Aruukhan, Hongxu Hou, Shuo Sun, Wei Chen, Yichen Yang, Guodong Shi |
| 2025 | Graph-Based Multi-Trait Essay Scoring. | Shengjie Li, Vincent Ng |
| 2025 | Multi-level Diagnosis and Evaluation for Robust Tabular Feature Engineering with Large Language Models. | Yebin Lim, Susik Yoon |
| 2025 | Distilling Cross-Modal Knowledge into Domain-Specific Retrievers for Enhanced Industrial Document Understanding. | Jinhyeong Lim, Jeongwan Shin, Seeun Lee, Seongdeok Kim, Joungsu Choi, Jongbae Kim, Chun Hwan Jung, Youjin Kang |
| 2025 | VisEscape: A Benchmark for Evaluating Exploration-driven Decision-making in Virtual Escape Rooms. | Seungwon Lim, Sungwoong Kim, Jihwan Yu, Sungjae Lee, Jiwan Chung, Youngjae Yu |
| 2025 | WangchanThaiInstruct: An instruction-following Dataset for Culture-Aware, Multitask, and Multi-domain Evaluation in Thai. | Peerat Limkonchotiwat, Pume Tuchinda, Lalita Lowphansirikul, Surapon Nonesung, Panuthep Tasawong, Alham Fikri Aji, Can Udomcharoenchaikit, Sarana Nutanong |
| 2025 | Format Inertia: A Failure Mechanism of LLMs in Medical Pre-Consultation. | Seungseop Lim, Gibaeg Kim, Wooseok Han, Jean Seo, Hyunkyung Lee, Jaehyo Yoo, Eunho Yang |
| 2025 | Zero-shot Graph Reasoning via Retrieval Augmented Framework with LLMs. | Hanqing Li, Sharika Mahadevan, Kiran Sheena Jyothi, Henry Liang, Diego Klabjan |
| 2025 | Sentence Smith: Controllable Edits for Evaluating Text Embeddings. | Hongji Li, Andrianos Michail, Reto Gubelmann, Simon Clematide, Juri Opitz |
| 2025 | AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists. | Yifei Li, Hanane Nour Moussa, Ziru Chen, Shijie Chen, Botao Yu, Mingyi Xue, Benjamin Burns, Tzu-Yao Chiu, Vishal Dey, Zitong Lu, Chen Wei, Qianheng Zhang, Tianyu Zhang, Song Gao, Xuhui Huang, Xia Ning, Nesreen K. Ahmed, Ali Payani, Huan Sun |