Papers › Relation Extraction: Perspective from Convolutional Neural Networks

Relation Extraction: Perspective from Convolutional Neural Networks

1 Jun 2015WS 2015 6archive 2025-07-28

Thien Huu Nguyen, Ralph Grishman

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Tasks

Chunking Feature Engineering Knowledge Base Population Part-Of-Speech Tagging Question Answering Relation Classification Relation Extraction Word Embeddings

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Results from the paper archive 2025-07-28

Task	Dataset	Model	Metric	Value	Rank at snapshot	Leaderboard	Report
Relation Extraction	ACE 2005	CNN	Cross Sentence	No	#27 of 30	Archive leaderboard	report
Relation Extraction	ACE 2005	CNN	Relation classification F1	61.3	#27 of 30	Archive leaderboard	report

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