Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge Graphs Paper • 2505.15210 • Published May 21 • 15
Debate on Graph: a Flexible and Reliable Reasoning Framework for Large Language Models Paper • 2409.03155 • Published Sep 5, 2024 • 2
FortisAVQA and MAVEN: a Benchmark Dataset and Debiasing Framework for Robust Multimodal Reasoning Paper • 2504.00487 • Published Apr 1 • 18
MAPS: A Multi-Agent Framework Based on Big Seven Personality and Socratic Guidance for Multimodal Scientific Problem Solving Paper • 2503.16905 • Published Mar 21 • 55
