Distant Supervision for Relation Extraction via Piecewise Convolutional Neural Networks

EMNLP 2015 · Daojian Zeng, Kang Liu, Yubo Chen, Jun Zhao ·

Code

Add Remove Mark official

ShomyLiu/pytorch-relation-extraction

493

Tasks

Add Remove

Feature Engineering

Relation Extraction

Relationship Extraction (Distant Supervised)

Datasets

New York Times Annotated Corpus

Results from the Paper

Add Remove

Ranked #6 on Relationship Extraction (Distant Supervised) on New York Times Corpus

Get a GitHub badge

Task	Dataset	Model	Metric Name	Metric Value	Global Rank	Benchmark
Relationship Extraction (Distant Supervised)	New York Times Corpus	PCNN	P@10%	61.3	# 6	Compare
Relationship Extraction (Distant Supervised)	New York Times Corpus	PCNN	P@30%	46.5	# 6	Compare

Methods

Add Remove

No methods listed for this paper. Add relevant methods here