REAP: Relation-Aware Elicitation and Parsing for Closed-Book Knowledge Base Construction from LLMs

Thanh-Dan Bui, Thanh-Trung Do, Tuan-Phong Nguyen

We present the REAP system for the AKBC Shared Task 2026 on constructing knowledge bases from language models in a closed-book setting, subject to a budget of at most 32B parameter…