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Models/long-mBART (trained on DEplain-web-doc)

long-mBART (trained on DEplain-web-doc)

Reported on 8 benchmarks across 1 task · 1 paper · 1 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-doc
    BertScore (Precision)· 2023-05-30
    0.462
    SOTA
    DEPLAIN: A German Parallel Corpus with Intralingual Translations into Plain Language for Sentence and Document SimplificationarXiv:2305.18939
  • Text SimplificationonDEplain-web-doc
    BLEU· 2023-05-30
    23.282
    best: 23.37 (long-mBART (trained on DEplain-APA-doc & DEplain-web-doc))
    DEPLAIN: A German Parallel Corpus with Intralingual Translations into Plain Language for Sentence and Document SimplificationarXiv:2305.18939
  • Text SimplificationonDEplain-web-doc
    FRE (Flesch Reading Ease)· 2023-05-30
    63.5
    best: 64.7 (long-mBART (trained on DEplain-APA-doc))
    DEPLAIN: A German Parallel Corpus with Intralingual Translations into Plain Language for Sentence and Document SimplificationarXiv:2305.18939
  • Text SimplificationonDEplain-web-doc
    SARI (EASSE>=0.2.1)· 2023-05-30
    49.584
    best: 49.745 (long-mBART (trained on DEplain-APA-doc & DEplain-web-doc))
    DEPLAIN: A German Parallel Corpus with Intralingual Translations into Plain Language for Sentence and Document SimplificationarXiv:2305.18939
  • Text SimplificationonDEplain-APA-doc
    BLEU· 2023-05-30
    12.913
    best: 38.136 (long-mBART (trained on DEplain-APA-doc))
    DEPLAIN: A German Parallel Corpus with Intralingual Translations into Plain Language for Sentence and Document SimplificationarXiv:2305.18939
  • Text SimplificationonDEplain-APA-doc
    BertScore (Precision)· 2023-05-30
    0.475
    best: 0.598 (long-mBART (trained on DEplain-APA-doc))
    DEPLAIN: A German Parallel Corpus with Intralingual Translations into Plain Language for Sentence and Document SimplificationarXiv:2305.18939
  • Text SimplificationonDEplain-APA-doc
    FRE (Flesch Reading Ease)· 2023-05-30
    59.55
    best: 65.4 (long-mBART (trained on DEplain-APA-doc))
    DEPLAIN: A German Parallel Corpus with Intralingual Translations into Plain Language for Sentence and Document SimplificationarXiv:2305.18939
  • Text SimplificationonDEplain-APA-doc
    SARI (EASSE>=0.2.1)· 2023-05-30
    35.02
    best: 44.56 (long-mBART (trained on DEplain-APA-doc))
    DEPLAIN: A German Parallel Corpus with Intralingual Translations into Plain Language for Sentence and Document SimplificationarXiv:2305.18939