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

mBART (trained on DEplain-APA-sent)

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-APA-sent
    FRE (Flesch Reading Ease)· 2023-05-30
    63.072
    SOTA
    DEPLAIN: A German Parallel Corpus with Intralingual Translations into Plain Language for Sentence and Document SimplificationarXiv:2305.18939
  • Text SimplificationonDEplain-web-sent
    BLEU· 2023-05-30
    15.727
    best: 17.88 (mBART (trained on DEplain-APA-sent & DEplain-web-sent))
    DEPLAIN: A German Parallel Corpus with Intralingual Translations into Plain Language for Sentence and Document SimplificationarXiv:2305.18939
  • Text SimplificationonDEplain-web-sent
    BertScore (Precision)· 2023-05-30
    0.413
    best: 0.436 (mBART (trained on DEplain-APA-sent & DEplain-web-sent))
    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)· 2023-05-30
    64.516
    best: 65.249 (mBART (trained on DEplain-APA-sent & DEplain-web-sent))
    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)· 2023-05-30
    30.867
    best: 34.828 (mBART (trained on DEplain-APA-sent & DEplain-web-sent))
    DEPLAIN: A German Parallel Corpus with Intralingual Translations into Plain Language for Sentence and Document SimplificationarXiv:2305.18939
  • Text SimplificationonDEplain-APA-sent
    BLEU· 2023-05-30
    28.25
    best: 28.506 (mBART (trained on DEplain-APA-sent & DEplain-web-sent))
    DEPLAIN: A German Parallel Corpus with Intralingual Translations into Plain Language for Sentence and Document SimplificationarXiv:2305.18939
  • Text SimplificationonDEplain-APA-sent
    BertScore (Precision)· 2023-05-30
    0.639
    best: 0.64 (mBART (trained on DEplain-APA-sent & DEplain-web-sent))
    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)· 2023-05-30
    34.818
    best: 34.904 (mBART (trained on DEplain-APA-sent & DEplain-web-sent))
    DEPLAIN: A German Parallel Corpus with Intralingual Translations into Plain Language for Sentence and Document SimplificationarXiv:2305.18939