| 2025 | From Multiple-Choice to Extractive QA: A Case Study for English and Arabic. | Teresa Lynn, Malik H. Altakrori, Samar Mohamed Magdy, Rocktim Jyoti Das, Chenyang Lyu, Mohamed Nasr, Younes Samih, Kirill Chirkunov, Alham Fikri Aji, Preslav Nakov, Shantanu Godbole, Salim Roukos, Radu Florian, Nizar Habash |
| 2025 | Low-Resource Language Expansion and Translation Capacity Enhancement for LLM: A Study on the Uyghur. | Kaiwen Lu, Yating Yang, Fengyi Yang, Rui Dong, Bo Ma, Aihetamujiang Aihemaiti, Abibulla Atawulla, Lei Wang, Xi Zhou |
| 2025 | Neural Text Normalization for Luxembourgish Using Real-Life Variation Data. | Anne-Marie Lutgen, Alistair Plum, Christoph Purschke, Barbara Plank |
| 2025 | FMD-Mllama at the Financial Misinformation Detection Challenge Task: Multimodal Reasoning and Evidence Generation. | Zheyang Luo, Guangbin Zhang, Jiahao Xiao, Xuankang Zhang, Yulin Dou, Jiangming Liu |
| 2025 | Financial Named Entity Recognition: How Far Can LLM Go? | Yi-Te Lu, Yintong Huo |
| 2025 | FIPO: Free-form Instruction-oriented Prompt Optimization with Preference Dataset and Modular Fine-tuning Schema. | Junru Lu, Siyu An, Min Zhang, Yulan He, Di Yin, Xing Sun |
| 2025 | MQM-APE: Toward High-Quality Error Annotation Predictors with Automatic Post-Editing in LLM Translation Evaluators. | Qingyu Lu, Liang Ding, Kanjian Zhang, Jinxia Zhang, Dacheng Tao |
| 2025 | GR-NLP-TOOLKIT: An Open-Source NLP Toolkit for Modern Greek. | Lefteris Loukas, Nikolaos Smyrnioudis, Chrysa Dikonomaki, Spyros Barbakos, Anastasios Toumazatos, John Koutsikakis, Manolis Kyriakakis, Mary Georgiou, Stavros Vassos, John Pavlopoulos, Ion Androutsopoulos |
| 2025 | ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information Retrieval. | Antoine Louis, Vageesh Kumar Saxena, Gijs van Dijck, Gerasimos Spanakis |
| 2025 | Know When to Fuse: Investigating Non-English Hybrid Retrieval in the Legal Domain. | Antoine Louis, Gijs van Dijck, Gerasimos Spanakis |
| 2025 | Bilingual BSARD: Extending Statutory Article Retrieval to Dutch. | Ehsan Lotfi, Nikolay Banar, Nerses Yuzbashyan, Walter Daelemans |
| 2025 | BEIR-NL: Zero-shot Information Retrieval Benchmark for the Dutch Language. | Ehsan Lotfi, Nikolay Banar, Walter Daelemans |
| 2025 | NYT-Connections: A Deceptively Simple Text Classification Task that Stumps System-1 Thinkers. | Angel Yahir Loredo Lopez, Tyler McDonald, Ali Emami |
| 2025 | Common Ground, Diverse Roots: The Difficulty of Classifying Common Examples in Spanish Varieties. | Javier A. Lopetegui, Arij Riabi, Djam Seddah |
| 2025 | Fotheidil: an Automatic Transcription System for the Irish Language. | Liam Lonergan, Ibon Saratxaga, John Sloan, Oscar Maharg Bravo, Mengjie Qian, Neasa N Chiarin, Christer Gobl, Ailbhe N Chasaide |
| 2025 | ABDN-NLP at CoMeDi Shared Task: Predicting the Aggregated Human Judgment via Weighted Few-Shot Prompting. | Ying Xuan Loke, Dominik Schlechtweg, Wei Zhao |
| 2025 | Impromptu Cybercrime Euphemism Detection. | Xiang Li, Yucheng Zhou, Laiping Zhao, Jing Li, Fangming Liu |
| 2025 | DORA: Dynamic Optimization Prompt for Continuous Reflection of LLM-based Agent. | Kun Li, Tingzhang Zhao, Wei Zhou, Songlin Hu |
| 2025 | UCTG: A Unified Controllable Text Generation Framework for Query Auto-Completion. | Zhipeng Li, Shuang Zheng, Jiaping Xiao, Xianneng Li, Lei Wang |
| 2025 | MIT-10M: A Large Scale Parallel Corpus of Multilingual Image Translation. | Bo Li, Shaolin Zhu, Lijie Wen |
| 2025 | META-LORA: Memory-Efficient Sample Reweighting for Fine-Tuning Large Language Models. | Weicheng Li, Lixin Zou, Min Tang, Qing Yu, Wanli Li, Chenliang Li |
| 2025 | BiLD: Bi-directional Logits Difference Loss for Large Language Model Distillation. | Minchong Li, Feng Zhou, Xiaohui Song |
| 2025 | Knowledge Graph Pooling and Unpooling for Concept Abstraction. | Juan Li, Wen Zhang, Zhiqiang Liu, Mingchen Tu, Mingyang Chen, Ningyu Zhang, Shijian Li |
| 2025 | Enhancing One-Shot Pruned Pre-trained Language Models through Sparse-Dense-Sparse Mechanism. | Guanchen Li, Xiandong Zhao, Lian Liu, Zeping Li, Yixing Xu, Dong Li, Lu Tian, Jie He, Ashish Sirasao, Emad Barsoum |
| 2025 | Re-Cent: A Relation-Centric Framework for Joint Zero-Shot Relation Triplet Extraction. | Zehan Li, Fu Zhang, Kailun Lyu, Jingwei Cheng, Tianyue Peng |