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Models/MUSS (BART+ACCESS Supervised)

MUSS (BART+ACCESS Supervised)

Reported on 6 benchmarks across 1 task · 1 paper · 3 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing6 results

  • Text SimplificationonTurkCorpus
    SARI (EASSE>=0.2.1)· 2020-05-01
    42.53
    best: 43.46 (GPT-175B (6 SARI-selected examples, high/low))
    SOTA
    MUSS: Multilingual Unsupervised Sentence Simplification by Mining ParaphrasesarXiv:2005.00352
  • Text SimplificationonASSET
    BLEU· 2020-05-01
    72.98
    best: 73.92 (GPT-175B (15 SARI-selected examples, random ordering))
    SOTA
    MUSS: Multilingual Unsupervised Sentence Simplification by Mining ParaphrasesarXiv:2005.00352
  • Text SimplificationonASSET
    SARI (EASSE>=0.2.1)· 2020-05-01
    44.15
    best: 47.94 (GPT-175B (15 SARI-selected examples, random ordering))
    SOTA
    MUSS: Multilingual Unsupervised Sentence Simplification by Mining ParaphrasesarXiv:2005.00352
  • Text SimplificationonTurkCorpus
    BLEU· 2020-05-01
    78.17
    best: 92.02 (NSELSTM-B)
    MUSS: Multilingual Unsupervised Sentence Simplification by Mining ParaphrasesarXiv:2005.00352
  • Text SimplificationonTurkCorpus
    FKGL· 2020-05-01
    7.6
    best: 9.33 (GPT-175B (6 SARI-selected examples, high/low))
    MUSS: Multilingual Unsupervised Sentence Simplification by Mining ParaphrasesarXiv:2005.00352
  • Text SimplificationonASSET
    FKGL· 2020-05-01
    6.05
    best: 8.23 (MUSS (BART+ACCESS Unsupervised))
    MUSS: Multilingual Unsupervised Sentence Simplification by Mining ParaphrasesarXiv:2005.00352