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Models/BERT$^{s}$

BERT$^{s}$

Reported on 7 benchmarks across 1 task · 1 paper · 2 SOTA

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

Natural Language Processing7 results

  • Personality Recognition in ConversationonCPED
    Accuracy of Conscientiousness· 2022-05-29
    63.6
    SOTA
    CPED: A Large-Scale Chinese Personalized and Emotional Dialogue Dataset for Conversational AIarXiv:2205.14727
  • Personality Recognition in ConversationonCPED
    Accuracy of Openness· 2022-05-29
    57.93
    SOTA
    CPED: A Large-Scale Chinese Personalized and Emotional Dialogue Dataset for Conversational AIarXiv:2205.14727
  • Personality Recognition in ConversationonCPED
    Accuracy (%)· 2022-05-29
    67.23
    best: 67.25 (BERT$_{ssenet}^{c}$)
    CPED: A Large-Scale Chinese Personalized and Emotional Dialogue Dataset for Conversational AIarXiv:2205.14727
  • Personality Recognition in ConversationonCPED
    Accuracy of Agreeableness· 2022-05-29
    85.76
    best: 85.89 (BERT$_{ssenet}^{c}$)
    CPED: A Large-Scale Chinese Personalized and Emotional Dialogue Dataset for Conversational AIarXiv:2205.14727
  • Personality Recognition in ConversationonCPED
    Accuracy of Extraversion· 2022-05-29
    78.08
    best: 78.21 (BERT$_{ssenet}^{c}$)
    CPED: A Large-Scale Chinese Personalized and Emotional Dialogue Dataset for Conversational AIarXiv:2205.14727
  • Personality Recognition in ConversationonCPED
    Accuracy of Neurotism· 2022-05-29
    50.75
    best: 55.29 (BERT$^{c}$)
    CPED: A Large-Scale Chinese Personalized and Emotional Dialogue Dataset for Conversational AIarXiv:2205.14727
  • Personality Recognition in ConversationonCPED
    Macro-F1· 2022-05-29
    72.93
    best: 74.08 (BERT$_{ssenet}^{c}$)
    CPED: A Large-Scale Chinese Personalized and Emotional Dialogue Dataset for Conversational AIarXiv:2205.14727