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openie6-revised

This is an revised implementation of OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction. (EMNLP 2020)

Original implementation, which our implementation is based on, is made by the authors of the paper.

Changes

Original implementation is based on various libraries including pytorch lightning, and torchtext.

We removed its dependency of pytorch-lighthing and torchtext so that the revision can run on native pytorch and huggingface.

Datasets and Metric

We use OpenIE4 dataset just like the original implementation.

You can download OpenIE4 dataset following instructions from the original repo.

Carb metric scripts can also be downloaded from the original repo of Carb.

Usage

Make sure to install all the datasets and metric scripts.

Then you can use below command to execute the demo.

python main.py

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revised implementation of openie6

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