V-DPO: Mitigating Hallucination in Large Vision Language Models via Vision-Guided Direct Preference Optimizationby Yuxi Xie,…
Improving Scientific Hypothesis Generation with Knowledge Grounded Large Language Modelsby Guangzhi Xiong, Eric Xie, Amir…
Exploring the Knowledge Mismatch Hypothesis: Hallucination Propensity in Small Models Fine-tuned on Data from Larger…
A Perspective for Adapting Generalist AI to Specialized Medical AI Applications and Their Challengesby Zifeng…
Beyond Ontology in Dialogue State Tracking for Goal-Oriented Chatbotby Sejin Lee, Dongha Kim, Min SongFirst…
Investigating the Role of Prompting and External Tools in Hallucination Rates of Large Language Modelsby…
Navigating Noisy Feedback: Enhancing Reinforcement Learning with Error-Prone Language Modelsby Muhan Lin, Shuyang Shi, Yue…
Large language models enabled multiagent ensemble method for efficient EHR data labelingby Jingwei Huang, Kuroush…
Towards a Reliable Offline Personal AI Assistant for Long Duration Spaceflightby Oliver Bensch, Leonie Bensch,…
Learning to Generate and Evaluate Fact-checking Explanations with Transformersby Darius Feher, Abdullah Khered, Hao Zhang,…