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SotA/Natural Language Processing/Text Simplification/TurkCorpus

Text Simplification on TurkCorpus

Metric: BLEU (higher is better)

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#Model↕BLEU▼Extra DataPaperDate↕Code
1NSELSTM-B92.02NoSentence Simplification with Memory-Augmented Ne...2018-04-20-
2EditNTS86.69NoEditNTS: An Neural Programmer-Interpreter Model ...2019-06-19Code
3Pointer + Multi-task Entailment and Paraphrase Generation81.49NoDynamic Multi-Level Multi-Task Learning for Sent...2018-06-19-
4NTS-SARI80.69No--Code
5NSELSTM-S80.43NoSentence Simplification with Memory-Augmented Ne...2018-04-20-
6Dress-LS80.12NoSentence Simplification with Deep Reinforcement ...2017-03-31Code
7GPT-175B (6 SARI-selected examples, high/low)79.83NoMetric-Based In-context Learning: A Case Study i...2023-07-27Code
8MUSS (BART+ACCESS Supervised)78.17NoMUSS: Multilingual Unsupervised Sentence Simplif...2020-05-01Code
9Dress77.18NoSentence Simplification with Deep Reinforcement ...2017-03-31Code
10SEMoses74.49NoSimple and Effective Text Simplification Using S...2018-10-11-
11UNMT (Unsupervised)74.02NoUnsupervised Neural Text Simplification2018-10-18Code
12Edit-Unsup-TS73.62NoIterative Edit-Based Unsupervised Sentence Simpl...2020-06-17Code
13ACCESS72.53NoControllable Sentence Simplification2019-10-07Code