| 2024 | Actively Learn from LLMs with Uncertainty Propagation for Generalized Category Discovery. | Jinggui Liang, Lizi Liao, Hao Fei, Bobo Li, Jing Jiang |
| 2024 | COSIGN: Contextual Facts Guided Generation for Knowledge Graph Completion. | Jinpeng Li, Hang Yu, Xiangfeng Luo, Qian Liu |
| 2024 | TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal Prediction. | Shuo Li, Sangdon Park, Insup Lee, Osbert Bastani |
| 2024 | AnchorAL: Computationally Efficient Active Learning for Large and Imbalanced Datasets. | Pietro Lesci, Andreas Vlachos |
| 2024 | Extractive Summarization with Text Generator. | Thang Le, Anh Tuan Luu |
| 2024 | To Clarify or not to Clarify: A Comparative Analysis of Clarification Classification with Fine-Tuning, Prompt Tuning, and Prompt Engineering. | Alina Leippert, Tatiana Anikina, Bernd Kiefer, Josef van Genabith |
| 2024 | S3Eval: A Synthetic, Scalable, Systematic Evaluation Suite for Large Language Model. | Fangyu Lei, Qian Liu, Yiming Huang, Shizhu He, Jun Zhao, Kang Liu |
| 2024 | MCAD: Multi-teacher Cross-modal Alignment Distillation for efficient image-text retrieval. | Youbo Lei, Feifei He, Chen Chen, Yingbin Mo, Sijia Li, Defeng Xie, Haonan Lu |
| 2024 | Volcano: Mitigating Multimodal Hallucination through Self-Feedback Guided Revision. | Seongyun Lee, Sue Hyun Park, Yongrae Jo, Minjoon Seo |
| 2024 | Fine-grained Gender Control in Machine Translation with Large Language Models. | Minwoo Lee, Hyukhun Koh, Minsung Kim, Kyomin Jung |
| 2024 | DialogCC: An Automated Pipeline for Creating High-Quality Multi-Modal Dialogue Dataset. | Young-Jun Lee, Byungsoo Ko, Han-Gyu Kim, Jonghwan Hyeon, Ho-Jin Choi |
| 2024 | Exploring Inherent Biases in LLMs within Korean Social Context: A Comparative Analysis of ChatGPT and GPT-4. | Seungyoon Lee, Dong Kim, Dahyun Jung, Chanjun Park, Heuiseok Lim |
| 2024 | Detecting Bipolar Disorder from Misdiagnosed Major Depressive Disorder with Mood-Aware Multi-Task Learning. | Daeun Lee, Hyolim Jeon, Sejung Son, Chaewon Park, Ji Hyun An, Seungbae Kim, Jinyoung Han |
| 2024 | Exploring Cross-Cultural Differences in English Hate Speech Annotations: From Dataset Construction to Analysis. | Nayeon Lee, Chani Jung, Junho Myung, Jiho Jin, Jos Camacho-Collados, Juho Kim, Alice Oh |
| 2024 | Tree-of-Question: Structured Retrieval Framework for Korean Question Answering Systems. | Dongyub Lee, Younghun Jeong, Hwa-Yeon Kim, Hongyeon Yu, Seunghyun Han, Taesun Whang, Seungwoo Cho, Chanhee Lee, Gunsu Lee, Youngbum Kim |
| 2024 | How Well Do Large Language Models Truly Ground? | Hyunji Lee, Se June Joo, Chaeeun Kim, Joel Jang, Doyoung Kim, Kyoung-Woon On, Minjoon Seo |
| 2024 | Exploring Language Model's Code Generation Ability with Auxiliary Functions. | Seonghyeon Lee, Sanghwan Jang, Seongbo Jang, Dongha Lee, Hwanjo Yu |
| 2024 | COMMIT: Code-Mixing English-Centric Large Language Model for Multilingual Instruction Tuning. | Jaeseong Lee, YeonJoon Jung, Seung-won Hwang |
| 2024 | Instruction Tuning with Human Curriculum. | Bruce W. Lee, Hyunsoo Cho, Kang Min Yoo |
| 2024 | Toward Interactive Regional Understanding in Vision-Large Language Models. | Jungbeom Lee, Sanghyuk Chun, Sangdoo Yun |
| 2024 | A diverse Multilingual News Headlines Dataset from around the World. | Felix Leeb, Bernhard Schlkopf |
| 2024 | Methods, Applications, and Directions of Learning-to-Rank in NLP Research. | Justin Lee, Gabriel Bernier-Colborne, Tegan Maharaj, Sowmya Vajjala |
| 2024 | Crafting In-context Examples according to LMs' Parametric Knowledge. | Yoonsang Lee, Pranav Atreya, Xi Ye, Eunsol Choi |
| 2024 | PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision Makers. | Myeonghwa Lee, Seonho An, Min-Soo Kim |
| 2024 | Effective and Efficient Conversation Retrieval for Dialogue State Tracking with Implicit Text Summaries. | Seanie Lee, Jianpeng Cheng, Joris Driesen, Alexandru Coca, Anders Johannsen |