Document-level RE with incomplete labeling

2 papers with code • 2 benchmarks • 2 datasets

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Most implemented papers

A Unified Positive-Unlabeled Learning Framework for Document-Level Relation Extraction with Different Levels of Labeling

www-ye/ssr-pu 17 Oct 2022

To solve the common incomplete labeling problem, we propose a unified positive-unlabeled learning framework - shift and squared ranking loss positive-unlabeled (SSR-PU) learning.

A Positive-Unlabeled Metric Learning Framework for Document-Level Relation Extraction with Incomplete Labeling

www-ye/p3m 26 Jun 2023

Motivated by this, we propose a positive-augmentation and positive-mixup positive-unlabeled metric learning framework (P3M).