| 2024 | EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records. | Wenqi Shi, Ran Xu, Yuchen Zhuang, Yue Yu, Jieyu Zhang, Hang Wu, Yuanda Zhu, Joyce C. Ho, Carl Yang, May Dongmei Wang |
| 2024 | MedAdapter: Efficient Test-Time Adaptation of Large Language Models Towards Medical Reasoning. | Wenqi Shi, Ran Xu, Yuchen Zhuang, Yue Yu, Haotian Sun, Hang Wu, Carl Yang, May Dongmei Wang |
| 2024 | Commentator: A Code-mixed Multilingual Text Annotation Framework. | Rajvee Sheth, Shubh Nisar, Heenaben Prajapati, Himanshu Beniwal, Mayank Singh |
| 2024 | Towards Explainable Chinese Native Learner Essay Fluency Assessment: Dataset, Tasks, and Method. | Xinshu Shen, Hongyi Wu, Yadong Zhang, Man Lan, Xiaopeng Bai, Shaoguang Mao, Yuanbin Wu, Xinlin Zhuang, Li Cai |
| 2024 | Improving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruning. | Zhili Shen, Pavlos Vougiouklis, Chenxin Diao, Kaustubh Vyas, Yuanyi Ji, Jeff Z. Pan |
| 2024 | Enhancing Discourse Dependency Parsing with Sentence Dependency Parsing: A Unified Generative Method Based on Code Representation. | Zizhuo Shen, Yanqiu Shao, Wei Li |
| 2024 | HEART-felt Narratives: Tracing Empathy and Narrative Style in Personal Stories with LLMs. | Jocelyn Shen, Joel Mire, Hae Park, Cynthia Breazeal, Maarten Sap |
| 2024 | Small LLMs Are Weak Tool Learners: A Multi-LLM Agent. | Weizhou Shen, Chenliang Li, Hongzhan Chen, Ming Yan, Xiaojun Quan, Hehong Chen, Ji Zhang, Fei Huang |
| 2024 | RepEval: Effective Text Evaluation with LLM Representation. | Shuqian Sheng, Yi Xu, Tianhang Zhang, Zanwei Shen, Luoyi Fu, Jiaxin Ding, Lei Zhou, Xiaoying Gan, Xinbing Wang, Chenghu Zhou |
| 2024 | Assessing "Implicit" Retrieval Robustness of Large Language Models. | Xiaoyu Shen, Rexhina Blloshmi, Dawei Zhu, Jiahuan Pei, Wei Zhang |
| 2024 | Scaling Laws for Linear Complexity Language Models. | Xuyang Shen, Dong Li, Ruitao Leng, Zhen Qin, Weigao Sun, Yiran Zhong |
| 2024 | Multilingual Fine-Grained News Headline Hallucination Detection. | Jiaming Shen, Tianqi Liu, Jialu Liu, Zhen Qin, Jay Pavagadhi, Simon Baumgartner, Michael Bendersky |
| 2024 | SMARTCAL: An Approach to Self-Aware Tool-Use Evaluation and Calibration. | Yuanhao Shen, Xiaodan Zhu, Lei Chen |
| 2024 | ACE: A LLM-based Negotiation Coaching System. | Ryan Shea, Aymen Kallala, Xin Liu, Michael W. Morris, Zhou Yu |
| 2024 | A Fairness-Driven Method for Learning Human-Compatible Negotiation Strategies. | Ryan Shea, Zhou Yu |
| 2024 | Unsupervised Human Preference Learning. | Sumuk Shashidhar, Abhinav Chinta, Vaibhav Sahai, Dilek Hakkani-Tr |
| 2024 | Losing Visual Needles in Image Haystacks: Vision Language Models are Easily Distracted in Short and Long Contexts. | Aditya Sharma, Michael Saxon, William Yang Wang |
| 2024 | Linear Layer Extrapolation for Fine-Grained Emotion Classification. | Mayukh Sharma, Sean O'Brien, Julian J. McAuley |
| 2024 | Explicit, Implicit, and Scattered: Revisiting Event Extraction to Capture Complex Arguments. | Omar Sharif, Joseph Gatto, Madhusudan Basak, Sarah Masud Preum |
| 2024 | One2Set + Large Language Model: Best Partners for Keyphrase Generation. | Liangying Shao, Liang Zhang, Minlong Peng, Guoqi Ma, Hao Yue, Mingming Sun, Jinsong Su |
| 2024 | TraveLER: A Modular Multi-LMM Agent Framework for Video Question-Answering. | Chuyi Shang, Amos You, Sanjay Subramanian, Trevor Darrell, Roei Herzig |
| 2024 | LaRA: Large Rank Adaptation for Speech and Text Cross-Modal Learning in Large Language Models. | Zuhair Hasan Shaik, Pradyoth Hegde, Prashant Bannulmath, Deepak K. T. |
| 2024 | Adaptive Question Answering: Enhancing Language Model Proficiency for Addressing Knowledge Conflicts with Source Citations. | Sagi Shaier, Ari Kobren, Philip V. Ogren |
| 2024 | Detection and Measurement of Syntactic Templates in Generated Text. | Chantal Shaib, Yanai Elazar, Junyi Jessy Li, Byron C. Wallace |
| 2024 | MemeCLIP: Leveraging CLIP Representations for Multimodal Meme Classification. | Siddhant Bikram Shah, Shuvam Shiwakoti, Maheep Chaudhary, Haohan Wang |