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Models/mBART (trained on DEplain-APA-sent & DEplain-web-sent)

mBART (trained on DEplain-APA-sent & DEplain-web-sent)

Reported on 8 benchmarks across 1 task · 1 paper · 7 SOTA

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

Natural Language Processing8 results

  • Text SimplificationonDEplain-web-sent
    BLEU· uses extra data· 2023-05-30
    17.88
    SOTA
    DEPLAIN: A German Parallel Corpus with Intralingual Translations into Plain Language for Sentence and Document SimplificationarXiv:2305.18939
  • Text SimplificationonDEplain-web-sent
    BertScore (Precision)· uses extra data· 2023-05-30
    0.436
    SOTA
    DEPLAIN: A German Parallel Corpus with Intralingual Translations into Plain Language for Sentence and Document SimplificationarXiv:2305.18939
  • Text SimplificationonDEplain-web-sent
    FRE (Flesch Reading Ease)· uses extra data· 2023-05-30
    65.249
    SOTA
    DEPLAIN: A German Parallel Corpus with Intralingual Translations into Plain Language for Sentence and Document SimplificationarXiv:2305.18939
  • Text SimplificationonDEplain-web-sent
    SARI (EASSE>=0.2.1)· uses extra data· 2023-05-30
    34.828
    SOTA
    DEPLAIN: A German Parallel Corpus with Intralingual Translations into Plain Language for Sentence and Document SimplificationarXiv:2305.18939
  • Text SimplificationonDEplain-APA-sent
    BLEU· uses extra data· 2023-05-30
    28.506
    SOTA
    DEPLAIN: A German Parallel Corpus with Intralingual Translations into Plain Language for Sentence and Document SimplificationarXiv:2305.18939
  • Text SimplificationonDEplain-APA-sent
    BertScore (Precision)· uses extra data· 2023-05-30
    0.64
    SOTA
    DEPLAIN: A German Parallel Corpus with Intralingual Translations into Plain Language for Sentence and Document SimplificationarXiv:2305.18939
  • Text SimplificationonDEplain-APA-sent
    SARI (EASSE>=0.2.1)· uses extra data· 2023-05-30
    34.904
    SOTA
    DEPLAIN: A German Parallel Corpus with Intralingual Translations into Plain Language for Sentence and Document SimplificationarXiv:2305.18939
  • Text SimplificationonDEplain-APA-sent
    FRE (Flesch Reading Ease)· uses extra data· 2023-05-30
    62.669
    best: 63.072 (mBART (trained on DEplain-APA-sent))
    DEPLAIN: A German Parallel Corpus with Intralingual Translations into Plain Language for Sentence and Document SimplificationarXiv:2305.18939