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5 months ago

Recognizing Emotion Cause in Conversations

Recognizing Emotion Cause in Conversations

Abstract

Code Repositories

declare-lab/RECCON
Official
pytorch
Mentioned in GitHub

Benchmarks

BenchmarkMethodologyMetrics
causal-emotion-entailment-on-recconRoBERTa Large
Macro F1: 77.06
Neg. F1: 87.89
Pos. F1: 66.23
causal-emotion-entailment-on-recconRoBERTa Base
Macro F1: 76.51
Neg. F1: 88.74
Pos. F1: 64.28
recognizing-emotion-cause-in-conversations-onRoBERTa Base
Exact Span F1: 32.63
F1: 75.45
F1(Neg): 85.85
F1(Pos): 58.17
recognizing-emotion-cause-in-conversations-onSpanBERT
Exact Span F1: 34.64
F1: 75.71
F1(Neg): 86.02
F1(Pos): 60.00

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