Papers
2,781 papers found
Systematic Evaluation of Long-Context LLMs on Financial Concepts
Lavanya Gupta, Saket Sharma, Yiyun Zhao
Intent Detection in the Age of LLMs
Gaurav Arora, Shreya Jain, Srujana Merugu
Are LLMs Good Annotators for Discourse-level Event Relation Extraction?
Kangda Wei, Aayush Gautam, Ruihong Huang
Few shot chain-of-thought driven reasoning to prompt LLMs for open-ended medical question answering
Saeel Sandeep Nachane, Ojas Gramopadhye, Prateek Chanda et al.
Enabling Discriminative Reasoning in LLMs for Legal Judgment Prediction
Chenlong Deng, Kelong Mao, Yuyao Zhang et al.
Can LLMs Learn From Mistakes? An Empirical Study on Reasoning Tasks
Shengnan An, Zexiong Ma, Siqi Cai et al.
Understanding the Therapeutic Relationship between Counselors and Clients in Online Text-based Counseling using LLMs
Anqi Li, Yu Lu, Nirui Song et al.
Reconfidencing LLMs from the Grouping Loss Perspective
Lihu Chen, Alexandre Perez-Lebel, Fabian M. Suchanek et al.
Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering
Yubo Wang, Xueguang Ma, Wenhu Chen
ProSA: Assessing and Understanding the Prompt Sensitivity of LLMs
Jingming Zhuo, Songyang Zhang, Xinyu Fang et al.
LLMs Cannot (Yet) Match the Specificity and Simplicity of Online Communities in Long Form Question Answering
Kris-Fillip Kahl, Tolga Buz, Russa Biswas et al.
Are LLMs Aware that Some Questions are not Open-ended?
Dongjie Yang, Hai Zhao
DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer’s Disease Questions with Scientific Literature
Dawei Li, Shu Yang, Zhen Tan et al.
PSLM: Parallel Generation of Text and Speech with LLMs for Low-Latency Spoken Dialogue Systems
Kentaro Mitsui, Koh Mitsuda, Toshiaki Wakatsuki et al.
Are Large Language Models (LLMs) Good Social Predictors?
Kaiqi Yang, Hang Li, Hongzhi Wen et al.
Enhancing Temporal Modeling of Video LLMs via Time Gating
Zi-Yuan Hu, Yiwu Zhong, Shijia Huang et al.
On the Empirical Complexity of Reasoning and Planning in LLMs
Liwei Kang, Zirui Zhao, David Hsu et al.
NormTab: Improving Symbolic Reasoning in LLMs Through Tabular Data Normalization
Md Mahadi Hasan Nahid, Davood Rafiei
UniSumEval: Towards Unified, Fine-grained, Multi-dimensional Summarization Evaluation for LLMs
Yuho Lee, Taewon Yun, Jason Cai et al.
The Fall of ROME: Understanding the Collapse of LLMs in Model Editing
Wanli Yang, Fei Sun, Jiajun Tan et al.
OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs
Jintian Zhang, Cheng Peng, Mengshu Sun et al.
Evaluating Moral Beliefs across LLMs through a Pluralistic Framework
Xuelin Liu, Yanfei Zhu, Shucheng Zhu et al.
Learning to Ask Informative Questions: Enhancing LLMs with Preference Optimization and Expected Information Gain
Davide Mazzaccara, Alberto Testoni, Raffaella Bernardi
Using RL to Identify Divisive Perspectives Improves LLMs Abilities to Identify Communities on Social Media
Nikhil Mehta, Dan Goldwasser
Calibrating LLMs with Preference Optimization on Thought Trees for Generating Rationale in Science Question Scoring
Jiazheng Li, Hainiu Xu, Zhaoyue Sun et al.