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Models/R^3

R^3

Reported on 8 benchmarks across 2 tasks · 1 paper · 8 SOTA

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

Natural Language Processing8 results

  • Question AnsweringonQuasar
    EM (Quasar-T)· 2017-08-31
    35.3
    best: 42.3 (Evidence Aggregation via R^3 Re-Ranking)
    SOTA
    R$^3$: Reinforced Reader-Ranker for Open-Domain Question AnsweringarXiv:1709.00023
  • Question AnsweringonQuasar
    F1 (Quasar-T)· 2017-08-31
    41.7
    best: 49.6 (Evidence Aggregation via R^3 Re-Ranking)
    SOTA
    R$^3$: Reinforced Reader-Ranker for Open-Domain Question AnsweringarXiv:1709.00023
  • Question AnsweringonSearchQA
    EM· 2017-08-31
    49
    best: 68 (Cluster-Former (#C=512))
    SOTA
    R$^3$: Reinforced Reader-Ranker for Open-Domain Question AnsweringarXiv:1709.00023
  • Question AnsweringonSearchQA
    F1· 2017-08-31
    55.3
    best: 84.8 (SpanBERT)
    SOTA
    R$^3$: Reinforced Reader-Ranker for Open-Domain Question AnsweringarXiv:1709.00023
  • Open-Domain Question AnsweringonQuasar
    EM (Quasar-T)· 2017-08-31
    35.3
    best: 42.3 (Evidence Aggregation via R^3 Re-Ranking)
    SOTA
    R$^3$: Reinforced Reader-Ranker for Open-Domain Question AnsweringarXiv:1709.00023
  • Open-Domain Question AnsweringonQuasar
    F1 (Quasar-T)· 2017-08-31
    41.7
    best: 49.6 (Evidence Aggregation via R^3 Re-Ranking)
    SOTA
    R$^3$: Reinforced Reader-Ranker for Open-Domain Question AnsweringarXiv:1709.00023
  • Open-Domain Question AnsweringonSearchQA
    EM· 2017-08-31
    49
    best: 68 (Cluster-Former (#C=512))
    SOTA
    R$^3$: Reinforced Reader-Ranker for Open-Domain Question AnsweringarXiv:1709.00023
  • Open-Domain Question AnsweringonSearchQA
    F1· 2017-08-31
    55.3
    best: 84.8 (SpanBERT)
    SOTA
    R$^3$: Reinforced Reader-Ranker for Open-Domain Question AnsweringarXiv:1709.00023