| 2024 | EDC: Effective and Efficient Dialog Comprehension For Dialog State Tracking. | Qifan Lu, Bhaskar Ramasubramanian, Radha Poovendran |
| 2024 | XAL: EXplainable Active Learning Makes Classifiers Better Low-resource Learners. | Yun Luo, Zhen Yang, Fandong Meng, Yingjie Li, Fang Guo, Qinglin Qi, Jie Zhou, Yue Zhang |
| 2024 | KnowLA: Enhancing Parameter-efficient Finetuning with Knowledgeable Adaptation. | Xindi Luo, Zequn Sun, Jing Zhao, Zhe Zhao, Wei Hu |
| 2024 | Ensuring Safe and High-Quality Outputs: A Guideline Library Approach for Language Models. | Yi Luo, Zhenghao Lin, Yuhao Zhang, Jiashuo Sun, Chen Lin, Chengjin Xu, Xiangdong Su, Yelong Shen, Jian Guo, Yeyun Gong |
| 2024 | Start Simple: Progressive Difficulty Multitask Learning. | Yunfei Luo, Yuyang Liu, Rukai Cai, Tauhidur Rahman |
| 2024 | "One-Size-Fits-All"? Examining Expectations around What Constitute "Fair" or "Good" NLG System Behaviors. | Li Lucy, Su Lin Blodgett, Milad Shokouhi, Hanna M. Wallach, Alexandra Olteanu |
| 2024 | Grammar-based Data Augmentation for Low-Resource Languages: The Case of Guarani-Spanish Neural Machine Translation. | Agustn Lucas, Alexis Baladn, Victoria Pardias, Marvin M. Agero-Torales, Santiago Gngora, Luis Chiruzzo |
| 2024 | Generating Mental Health Transcripts with SAPE (Spanish Adaptive Prompt Engineering). | Daniel Cabrera Lozoya, Alejandro Berazaluce, Juan Perches, Eloy La, Mike Conway, Simon D'Alfonso |
| 2024 | Show Your Work with Confidence: Confidence Bands for Tuning Curves. | Nicholas Lourie, Kyunghyun Cho, He He |
| 2024 | Curated Datasets and Neural Models for Machine Translation of Informal Registers between Mayan and Spanish Vernaculars. | Andrs Lou, Juan Antonio Prez-Ortiz, Felipe Snchez-Martnez, Vctor M. Snchez-Cartagena |
| 2024 | A Pretrainer's Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity. | Shayne Longpre, Gregory Yauney, Emily Reif, Katherine Lee, Adam Roberts, Barret Zoph, Denny Zhou, Jason Wei, Kevin Robinson, David Mimno, Daphne Ippolito |
| 2024 | Code Models are Zero-shot Precondition Reasoners. | Lajanugen Logeswaran, Sungryull Sohn, Yiwei Lyu, Anthony Z. Liu, Dong-Ki Kim, Dongsub Shim, Moontae Lee, Honglak Lee |
| 2024 | An Effective Automated Speaking Assessment Approach to Mitigating Data Scarcity and Imbalanced Distribution. | Tien-Hong Lo, Fu-An Chao, Tzu-I Wu, Yao-Ting Sung, Berlin Chen |
| 2024 | Unveiling the Magic: Investigating Attention Distillation in Retrieval-Augmented Generation. | Zizhong Li, Haopeng Zhang, Jiawei Zhang |
| 2024 | Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination? | Bangzheng Li, Ben Zhou, Fei Wang, Xingyu Fu, Dan Roth, Muhao Chen |
| 2024 | LLatrieval: LLM-Verified Retrieval for Verifiable Generation. | Xiaonan Li, Changtai Zhu, Linyang Li, Zhangyue Yin, Tianxiang Sun, Xipeng Qiu |
| 2024 | From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning. | Ming Li, Yong Zhang, Zhitao Li, Jiuhai Chen, Lichang Chen, Ning Cheng, Jianzong Wang, Tianyi Zhou, Jing Xiao |
| 2024 | UNO-DST: Leveraging Unlabelled Data in Zero-Shot Dialogue State Tracking. | Chuang Li, Yan Zhang, Min-Yen Kan, Haizhou Li |
| 2024 | Instruction-following Evaluation through Verbalizer Manipulation. | Shiyang Li, Jun Yan, Hai Wang, Zheng Tang, Xiang Ren, Vijay Srinivasan, Hongxia Jin |
| 2024 | When Hindsight is Not 20/20: Testing Limits on Reflective Thinking in Large Language Models. | Yanhong Li, Chenghao Yang, Allyson Ettinger |
| 2024 | ChatGPT as an Attack Tool: Stealthy Textual Backdoor Attack via Blackbox Generative Model Trigger. | Jiazhao Li, Yijin Yang, Zhuofeng Wu, V. G. Vinod Vydiswaran, Chaowei Xiao |
| 2024 | Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment. | Chong Li, Shaonan Wang, Jiajun Zhang, Chengqing Zong |
| 2024 | Assessing Logical Puzzle Solving in Large Language Models: Insights from a Minesweeper Case Study. | Yinghao Li, Haorui Wang, Chao Zhang |
| 2024 | Reinforcement Learning with Token-level Feedback for Controllable Text Generation. | Wendi Li, Wei Wei, Kaihe Xu, Wenfeng Xie, Dangyang Chen, Yu Cheng |
| 2024 | A Transformer with Stack Attention. | Jiaoda Li, Jennifer C. White, Mrinmaya Sachan, Ryan Cotterell |