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Fine-Tuning Large Language Models to Appropriately Abstain with Semantic Entropyby Benedict Aaron Tjandra, Muhammed Razzak,…
Reducing Hallucinations in Vision-Language Models via Latent Space Steeringby Sheng Liu, Haotian Ye, Lei Xing,…
Explaining Graph Neural Networks with Large Language Models: A Counterfactual Perspective for Molecular Property Predictionby…
Utilizing Large Language Models in an iterative paradigm with domain feedback for zero-shot molecule optimizationby…
MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Modelsby Peng Xia, Kangyu Zhu, Haoran…
What Do LLMs Need to Understand Graphs: A Survey of Parametric Representation of Graphsby Dongqi…
MLLM can see? Dynamic Correction Decoding for Hallucination Mitigationby Chenxi Wang, Xiang Chen, Ningyu Zhang,…
Automatically Generating Visual Hallucination Test Cases for Multimodal Large Language Modelsby Zhongye Liu, Hongbin Liu,…
VideoAgent: Self-Improving Video Generationby Achint Soni, Sreyas Venkataraman, Abhranil Chandra, Sebastian Fischmeister, Percy Liang, Bo…