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Relation extraction using word embeddings and dependecy paths

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https://gitpitch.com/tuh8888/Dep2Rel/nlm2019

Dep2Rel

git-AbraCollaboratory

This project shows the development of a novel bootstrapping method for extracting relations between entities found in text by using syntax patterns constructed using word vector embeddings along their dependency path.

Getting Started

Please check out the notebooks or the scripts to get a sense of how to use facets of this repository.

Algorithm

The basic algorithm can be seen in the diagram below.

Algorithm


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Relation extraction using word embeddings and dependecy paths

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