Sentence Simplification with Deep Reinforcement Learning

EMNLP 2017 Xingxing ZhangMirella Lapata

Sentence simplification aims to make sentences easier to read and understand. Most recent approaches draw on insights from machine translation to learn simplification rewrites from monolingual corpora of complex and simple sentences... (read more)

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Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Text Simplification ASSET Dress-LS SARI (EASSE>=0.2.1) 36.59 # 5
Text Simplification TurkCorpus Dress-LS SARI (EASSE>=0.2.1) 36.97 # 9
Text Simplification TurkCorpus Dress SARI (EASSE>=0.2.1) 36.84 # 10

Methods used in the Paper


METHOD TYPE
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