REAP: Relation-Aware Elicitation and Parsing for Closed-Book Knowledge Base Construction from LLMs
The REAP system combines structured chain-of-thought reasoning, relation-specific query strategies, and a reasoning-based empty-set gate to elicit parametric knowledge, followed by direct extraction into valid JSON arrays for AKBC Shared Task 2026.
T. Bùi, T. Do, Tuan-Phong Nguyen
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