DataArcTech/ToG
This is the official github repo of Think-on-Graph (ICLR 2024). If you are interested in our work or willing to join our research team in Shenzhen, please feel free to contact us by email (xuchengjin@idea.edu.cn)
Implements a two-stage reasoning pipeline that combines LLM chain-of-thought prompting with knowledge graph pruning and traversal, enabling more responsible and interpretable reasoning over structured knowledge. Integrates with both Freebase and Wikidata as KG backends through environment-specific APIs, with modular components for fact retrieval, answer generation, and standardized evaluation across complex question-answering datasets.
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Python
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Mar 24, 2024
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