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RManLuo / graph-constrained-reasoning

Official Implementation of "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models".
https://arxiv.org/abs/2410.13080
MIT License
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The difference between ROG and GCR #2

Open DecemberM opened 1 week ago

DecemberM commented 1 week ago

ROG is to process the knowledge graph into text data and then search, GCR is to search directly on the knowledge graph without any preprocessing, right？ Hoping to your reply

RManLuo commented 1 week ago

Thanks for your interest. The major difference is that, in GCR, we do not need the retrieval process used in RoG. GCR can directly consider the KG structure during reasoning.

DecemberM commented 1 week ago

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