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1. AutoSchemaKG AutoSchemaKG Public

   This repository contains the implementation of AutoSchemaKG, a novel framework for automatic knowledge graph construction that combines schema generation via conceptualization.

   Python 807 105

2. AutoGraph-R1 AutoGraph-R1 Public

   [ACL 2026] AutoGraph-R1: End-to-End Reinforcement Learning for Knowledge Graph Construction

   Python 35 6

3. DeepRefine DeepRefine Public

   A reinforcement learning framework for agentic knowledge refinement that evolves KBs with multi-turn interaction history.

   Python 13

4. NewtonBench NewtonBench Public

   [ICLR2026] NewtonBench: Benchmarking Generalizable Scientific Law Discovery in LLM Agents

   Python 155 25

5. NGDBench NGDBench Public

   Python 7

6. OmniCompliance-100K OmniCompliance-100K Public

   [ACL 2026 Findings] OmniCompliance-100K: A Multi-Domain, Rule-Grounded, Real-World Safety Compliance Dataset

   Python 6 3