SOTAVerified

Recognizing Emotion Cause in Conversations

Given an utterance U, labeled with emotion E, the task is to extract the causal spans S from the conversational history H (including utterance U) that sufficiently represent the causes of emotion E.

Papers

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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1HumanTop-1 Recall41.3—Unverified
2GEETop-1 Recall17.3—Unverified
3BERT-AttentionTop-1 Recall13.8—Unverified
4EmpDGTop-1 Recall13.4—Unverified
5RAKETop-1 Recall12.7—Unverified
6RandomTop-1 Recall10.7—Unverified
#ModelMetricClaimedVerifiedStatus
1SpanBERTF175.71—Unverified
2RoBERTa BaseF175.45—Unverified