2026
OpenIKLR: Bridging the Reasoning Gap in Open-World Scenarios via Iterative Premise Completion
ICML 2026poster
Large Language Models (LLMs) demonstrate remarkable performance across various natural language processing tasks but struggle with complex logical reasoning, particularly in real-world settings. Existing research is largely confined to the closed-world assumption, which posits that all premises requ…