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Models/BERT-SL

BERT-SL

Reported on 7 benchmarks across 1 task · 1 paper · 5 SOTA

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

Natural Language Processing7 results

  • Conversational Response SelectiononUbuntu Dialogue (v1, Ranking)
    R10@1· 2020-09-14
    0.884
    best: 0.918 (Dial-MAE)
    SOTA
    Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based DialoguesarXiv:2009.06265
  • Conversational Response SelectiononUbuntu Dialogue (v1, Ranking)
    R2@1· 2020-09-14
    0.975
    SOTA
    Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based DialoguesarXiv:2009.06265
  • Conversational Response SelectiononE-commerce
    R10@1· 2020-09-14
    0.776
    best: 0.957 (BERT-FP+EDHNS)
    SOTA
    Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based DialoguesarXiv:2009.06265
  • Conversational Response SelectiononE-commerce
    R10@2· 2020-09-14
    0.919
    best: 0.986 (BERT-FP+EDHNS)
    SOTA
    Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based DialoguesarXiv:2009.06265
  • Conversational Response SelectiononE-commerce
    R10@5· 2020-09-14
    0.991
    best: 0.997 (BERT-FP+EDHNS)
    SOTA
    Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based DialoguesarXiv:2009.06265
  • Conversational Response SelectiononUbuntu Dialogue (v1, Ranking)
    R10@2· 2020-09-14
    0.946
    best: 0.965 (BERT-FP+EDHNS)
    Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based DialoguesarXiv:2009.06265
  • Conversational Response SelectiononUbuntu Dialogue (v1, Ranking)
    R10@5· 2020-09-14
    0.99
    best: 0.994 (BERT-FP+EDHNS)
    Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based DialoguesarXiv:2009.06265