Hybrid Simplification using Deep Semantics and Machine Translation

ACL 2014 · Shashi Narayan, Claire Gardent ·

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Tasks

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Machine Translation

Text Simplification

Datasets

Newsela TurkCorpus

Results from the Paper

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Ranked #7 on Text Simplification on PWKP / WikiSmall

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Task	Dataset	Model	Metric Name	Metric Value	Global Rank	Benchmark
Text Simplification	Newsela	Hybrid	SARI	28.61*	# 11	Compare
Text Simplification	Newsela	Hybrid	BLEU	14.46*	# 9	Compare
Text Simplification	PWKP / WikiSmall	Hybrid	SARI	30.46*	# 8	Compare
Text Simplification	PWKP / WikiSmall	Hybrid	BLEU	53.94* (53.6)	# 7	Compare
Text Simplification	TurkCorpus	Hybrid	SARI (EASSE>=0.2.1)	31.40*	# 22	Compare
Text Simplification	TurkCorpus	Hybrid	BLEU	48.97*	# 14	Compare

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