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emotion-recognition-in-conversation-on-cped
Emotion Recognition
Emotion Recognition in Conversation
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Paper
Code
Accuracy of Sentiment
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Macro-F1 of Sentiment
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ModelName
ReleaseDate
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CPED: A Large-Scale Chinese Personalized and Emotional Dialogue Dataset for Conversational AI
✓ Link
51.50
48.02
BERT+AVG+MLP
2022-05-29
DialogXL: All-in-One XLNet for Multi-Party Conversation Emotion Recognition
✓ Link
51.24
46.96
DialogXL
2020-12-16
Context-Dependent Sentiment Analysis in User-Generated Videos
✓ Link
49.65
45.40
bcLSTM
2017-07-01
Recurrent Convolutional Neural Networks for Text Classification
✓ Link
49.13
37.95
TextRCNN
2015-01-01
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
✓ Link
48.96
45.18
BERT_{utt}
2018-10-11
Convolutional Neural Networks for Sentence Classification
✓ Link
48.90
34.37
TextCNN
2014-08-25
Bag of Tricks for Efficient Text Classification
✓ Link
48.62
30.33
FastText
2016-07-06
DialogueRNN: An Attentive RNN for Emotion Detection in Conversations
✓ Link
48.57
44.11
DialogueRNN
2018-11-01
EmoBERTa: Speaker-Aware Emotion Recognition in Conversation with RoBERTa
✓ Link
48.09
44.60
EmoBERTa
2021-08-26
Recurrent Neural Network for Text Classification with Multi-Task Learning
47.89
37.07
TextRNN
2016-05-17
DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation
✓ Link
47.69
45.12
DialogueGCN
2019-08-30