OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction

Keshav Kolluru
Keshav Kolluru
Vaibhav Adlakha
Vaibhav Adlakha
Samarth Aggarwal
Samarth Aggarwal

empirical methods in natural language processing, pp. 3748-3761, 2020.

Other Links: arxiv.org|academic.microsoft.com

Abstract:

A recent state-of-the-art neural open information extraction (OpenIE) system generates extractions iteratively, requiring repeated encoding of partial outputs. This comes at a significant computational cost. On the other hand,sequence labeling approaches for OpenIE are much faster, but worse in extraction quality. In this paper, we bridge...More

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