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Text Simplification on Wikipedia-SimpleWikipedia (test)

3.01FE-diffLIGHTLS
0.955214.825128.69542.5649Oct 18, 2018

Evaluation results

MethodLinks
LIGHTLStype=unsupervised lexical simplification2018.103.0134.9683.54-0.02———
NTStype=supervised2018.105.3736.179.382.73———
UNMTtype=unsupervised baseline2018.106.633.7270.840.74———
PBSMTtype=supervised2018.109.1434.0767.792.26———
UNTS+10Ksupervision=semi-supervised, labeled_data=10K2018.1010.4535.2976.132.38———
UNTSsupervision=unsupervised2018.1011.1533.874.243.55———
USMTtype=unsupervised baseline2018.1013.8432.1187.36-0.01———
SBMTtype=supervised2018.1017.6838.5973.62-0.84———
STtype=unsupervised baseline2018.1054.3814.970.735.61———
LIGHTLS2018.10————64.23.33
NTS2018.10————494.133.26
PBSMT2018.10————533.83.93
SBMT2018.10————534.264.06
UNMT2018.10————403.84.06
UNTStraining_data=Unlabeled only2018.10————473.863.73
UNTS+10Ktraining_data=Unlabeled + 10K labeled sentences2018.10————574.133.93