Contextualized Sequence Likelihood: Enhanced Confidence Scores for Natural Language Generationby Zhen Lin, Shubhendu Trivedi, Jimeng…
Aligning LLMs through Multi-perspective User Preference Ranking-based Feedback for Programming Question Answeringby Hongyu Yang, Liyang…
Unraveling and Mitigating Retriever Inconsistencies in Retrieval-Augmented Large Language Modelsby Mingda Li, Xinyu Li, Yifan…
ANAH: Analytical Annotation of Hallucinations in Large Language Modelsby Ziwei Ji, Yuzhe Gu, Wenwei Zhang,…
Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQAby…
Two-Layer Retrieval-Augmented Generation Framework for Low-Resource Medical Question Answering Using Reddit Data: Proof-of-Concept Studyby Sudeshna…
Encoding and Controlling Global Semantics for Long-form Video Question Answeringby Thong Thanh Nguyen, Zhiyuan Hu,…
MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactionsby Zhenwen Liang, Dian Yu, Wenhao…
Conv-CoA: Improving Open-domain Question Answering in Large Language Models via Conversational Chain-of-Actionby Zhenyu Pan, Haozheng…
Cost-efficient Knowledge-based Question Answering with Large Language Modelsby Junnan Dong, Qinggang Zhang, Chuang Zhou, Hao…