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SotA/Natural Language Processing/Text Simplification/Newsela

Text Simplification on Newsela

Metric: BLEU (higher is better)

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#Model↕BLEU▼Extra DataPaperDate↕Code
1NSELSTM-B 26.31NoSentence Simplification with Memory-Augmented Ne...2018-04-20-
2DRESS-LS24.3NoSentence Simplification with Deep Reinforcement ...2017-03-31Code
3DRESS23.21NoSentence Simplification with Deep Reinforcement ...2017-03-31Code
4NSELSTM-S 22.62NoSentence Simplification with Memory-Augmented Ne...2018-04-20-
5EditNTS19.85NoEditNTS: An Neural Programmer-Interpreter Model ...2019-06-19Code
6S2S-Cluster-FA19.55NoComplexity-Weighted Loss and Diverse Reranking f...2019-04-04Code
7Edit-Unsup-TS17.36NoIterative Edit-Based Unsupervised Sentence Simpl...2020-06-17Code
8Pointer + Multi-task Entailment and Paraphrase Generation11.14NoDynamic Multi-Level Multi-Task Learning for Sent...2018-06-19-