Representation Learning for Text-level Discourse Parsing

ACL 2014 · Yangfeng Ji, Jacob Eisenstein ·

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Tasks

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Discourse Parsing

Question Answering

Representation Learning

Sentiment Analysis

Structured Prediction

Text Summarization

Datasets

RST-DT

Results from the Paper

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Ranked #5 on Discourse Parsing on RST-DT (RST-Parseval (Full) metric)

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Task	Dataset	Model	Metric Name	Metric Value	Global Rank	Benchmark
Discourse Parsing	RST-DT	Discourse Parsing from Linear Projection	RST-Parseval (Span)	82.0*	# 10	Compare
			RST-Parseval (Nuclearity)	68.2*	# 10	Compare
			RST-Parseval (Relation)	57.8*	# 10	Compare
			RST-Parseval (Full)	57.6*	# 5	Compare

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