| 2025 | Empirical Study on Data Attributes Insufficiency of Evaluation Benchmarks for LLMs. | Chuang Liu, Renren Jin, Zheng Yao, Tianyi Li, Liang Cheng, Mark Steedman, Deyi Xiong |
| 2025 | From Superficial to Deep: Integrating External Knowledge for Follow-up Question Generation Using Knowledge Graph and LLM. | Jianyu Liu, Yi Huang, Sheng Bi, Junlan Feng, Guilin Qi |
| 2025 | Zero-to-Strong Generalization: Eliciting Strong Capabilities of Large Language Models Iteratively without Gold Labels. | Chaoqun Liu, Qin Chao, Wenxuan Zhang, Xiaobao Wu, Boyang Li, Anh Tuan Luu, Lidong Bing |
| 2025 | AutoProteinEngine: A Large Language Model Driven Agent Framework for Multimodal AutoML in Protein Engineering. | Yungeng Liu, Zan Chen, Yuguang Wang, Yiqing Shen |
| 2025 | PropaInsight: Toward Deeper Understanding of Propaganda in Terms of Techniques, Appeals, and Intent. | Jiateng Liu, Lin Ai, Zizhou Liu, Payam Karisani, Zheng Hui, Yi Fung, Preslav Nakov, Julia Hirschberg, Heng Ji |
| 2025 | Messages from the Quran and the Bible in Mandarin through Factor Analysis with Syntactic and Semantic Tags. | Kuanlin Liu |
| 2025 | Learning to Refuse: Towards Mitigating Privacy Risks in LLMs. | Zhenhua Liu, Tong Zhu, Chuanyuan Tan, Wenliang Chen |
| 2025 | Cross-Dialect Information Retrieval: Information Access in Low-Resource and High-Variance Languages. | Robert Litschko, Oliver Kraus, Verena Blaschke, Barbara Plank |
| 2025 | LogiGraph: Logical Reasoning with Contrastive Learning and Lightweight Graph Networks. | Xiang Li, Chen Shi, Yong Xu, Jun Huang |
| 2025 | QuickLLaMA: Query-aware Inference Acceleration for Large Language Models. | Jingyao Li, Han Shi, Sitong Wu, Chuanyang Zheng, Zhenguo Li, Xin Jiang, Hong Xu, Jiaya Jia |
| 2025 | Enhancing Retrieval-Augmented Generation: A Study of Best Practices. | Siran Li, Linus Stenzel, Carsten Eickhoff, Seyed Ali Bahrainian |
| 2025 | EasyJudge: an Easy-to-use Tool for Comprehensive Response Evaluation of LLMs. | Yijie Li, Yuan Sun |
| 2025 | Enhancing Large Language Models for Document-Level Translation Post-Editing Using Monolingual Data. | Zongyao Li, Zhiqiang Rao, Hengchao Shang, Jiaxin Guo, Shaojun Li, Daimeng Wei, Hao Yang |
| 2025 | Context-Informed Machine Translation of Manga using Multimodal Large Language Models. | Philip Lippmann, Konrad Skublicki, Joshua B. Tanner, Shonosuke Ishiwatari, Jie Yang |
| 2025 | Rethinking Vocabulary Augmentation: Addressing the Challenges of Low-Resource Languages in Multilingual Models. | Nankai Lin, Peijian Zeng, Weixiong Zheng, Shengyi Jiang, Dong Zhou, Aimin Yang |
| 2025 | Reasoning Graph Enhanced Exemplars Retrieval for In-Context Learning. | Yukang Lin, Bingchen Zhong, Shuoran Jiang, Joanna Siebert, Qingcai Chen |
| 2025 | Investigating Bias in LLM-Based Bias Detection: Disparities between LLMs and Human Perception. | Luyang Lin, Lingzhi Wang, Jinsong Guo, Kam-Fai Wong |
| 2025 | Generation-Augmented and Embedding Fusion in Document-Level Event Argument Extraction. | Xingjian Lin, Shengfei Lyu, Xin Wang, Qiuju Chen, Huanhuan Chen |
| 2025 | Concept-Based RAG Models: A High-Accuracy Fact Retrieval Approach. | Cheng-Yu Lin, Jyh-Shing Roger Jang |
| 2025 | Enhancing Factual Consistency in Text Summarization via Counterfactual Debiasing. | Zhenqing Ling, Yuexiang Xie, Chenhe Dong, Ying Shen |
| 2025 | CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment. | Geyu Lin, Bin Wang, Zhengyuan Liu, Nancy F. Chen |
| 2025 | VLR-Bench: Multilingual Benchmark Dataset for Vision-Language Retrieval Augmented Generation. | HyeonSeok Lim, Dongjae Shin, Seohyun Song, Inho Won, Minjun Kim, Junghun Yuk, Haneol Jang, KyungTae Lim |
| 2025 | Interpreting Topic Models in Byte-Pair Encoding Space. | Jia Peng Lim, Hady Wirawan Lauw |
| 2025 | Know Your RAG: Dataset Taxonomy and Generation Strategies for Evaluating RAG Systems. | Rafael Teixeira de Lima, Shubham Gupta, Cesar Berrospi Ramis, Lokesh Mishra, Michele Dolfi, Peter W. J. Staar, Panagiotis Vagenas |
| 2025 | EERPD: Leveraging Emotion and Emotion Regulation for Improving Personality Detection. | Zheng Li, Sujian Li, Dawei Zhu, Qilong Ma, Weimin Xiong |