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text-simplification-on-pwkp-wikismall
Text Simplification
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Paper
Code
BLEU
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SARI
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SARI (EASSE>=0.2.1)
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ModelName
ReleaseDate
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Sentence Simplification with Memory-Augmented Neural Networks
53.42
17.47
NSELSTM-B
2018-04-20
Unsupervised Sentence Simplification Using Deep Semantics
✓ Link
38.47
UNSUP
2015-07-30
Sentence Simplification with Deep Reinforcement Learning
✓ Link
36.32
27.24
DRESS-LS
2017-03-31
Sentence Simplification with Deep Reinforcement Learning
✓ Link
34.53
27.48
DRESS
2017-03-31
Sentence Simplification with Memory-Augmented Neural Networks
29.72
29.75
NSELSTM-S
2018-04-20
Dynamic Multi-Level Multi-Task Learning for Sentence Simplification
27.23
29.58
Pointer + Multi-task Entailment and Paraphrase Generation
2018-06-19
Text Simplification by Tagging
✓ Link
44.67
44.67
TST
2021-03-08
EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit Editing
✓ Link
32.35
EditNTS
2019-06-19
Learning How to Simplify From Explicit Labeling of Complex-Simplified Text Pairs
✓ Link
30.50*
SeqLabel
2017-11-01
Hybrid Simplification using Deep Semantics and Machine Translation
53.94* (53.6)
30.46*
Hybrid
2014-06-01
Sentence Simplification by Monolingual Machine Translation
46.31* (43.0)
15.97*
PBMT-R
2012-07-01