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Emotion Detection on EC (test)

74.13Weighted-F1 ScoreKET_StdAttn
68.9370.2871.6372.98Sep 24, 2019

Evaluation results

MethodLinks
KET_StdAttnAttention=Standard graph attention2019.0974.13—
DialogueRNNNumber of Speakers=22019.0974.05—
KETAttention=Dynamic context-aware affective graph attention2019.0973.48—
KET_SingleSelfAttnAttention=Single self-attention layer2019.0972.85—
CNN+cLSTMArchitecture=CNN for features + cLSTM for context2019.0972.62—
CNNContext=Utterance-level without context2019.0970.56—
BERT_BASEMax Tokens=1002019.0969.46—
cLSTM2019.0969.13—