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emotion-recognition-in-conversation-on-dailydialog
Emotion Recognition
Emotion Recognition in Conversation
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ModelName
ReleaseDate
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S+PAGE: A Speaker and Position-Aware Graph Neural Network Model for Emotion Recognition in Conversation
64.07
S+PAGE
2021-12-23
Contextualized Emotion Recognition in Conversation as Sequence Tagging
63.12
CESTa
2020-07-01
Graph Based Network with Contextualized Representations of Turns in Dialogue
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61.91
TUCORE-GCN_RoBERTa
2021-09-09
The Emotion is Not One-hot Encoding: Learning with Grayscale Label for Emotion Recognition in Conversation
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61.67
55.84
EmoOne-RoBERTa
2022-06-15
CoMPM: Context Modeling with Speaker's Pre-trained Memory Tracking for Emotion Recognition in Conversation
✓ Link
60.34
53.15
CoMPM
2021-08-26
Hierarchical Pre-training for Sequence Labelling in Spoken Dialog
60.14
Pretrained Hierarchical Transformer
2020-09-23
EmotionIC: emotional inertia and contagion-driven dependency modeling for emotion recognition in conversation
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60.13
54.19
EmotionIC
2023-03-20
Hybrid Curriculum Learning for Emotion Recognition in Conversation
59.76
TODKAT+HCL
2021-12-22
Past, Present, and Future: Conversational Emotion Recognition through Structural Modeling of Psychological Knowledge
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59.75
51.95
SKAIG-ERC
Directed Acyclic Graph Network for Conversational Emotion Recognition
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59.33
DAG-ERC
2021-05-27
Accumulating Word Representations in Multi-level Context Integration for ERC Task
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59.22
AccumWR
2023-11-06
COSMIC: COmmonSense knowledge for eMotion Identification in Conversations
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58.48
51.05
COSMIC
2020-10-06
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection
58.47
52.56
TODKAT
2021-06-02
Graph Based Network with Contextualized Representations of Turns in Dialogue
✓ Link
58.34
TUCORE-GCN_BERT
2021-09-09
Knowledge-Interactive Network with Sentiment Polarity Intensity-Aware Multi-Task Learning for Emotion Recognition in Conversations
57.30
KI-Net
DialogXL: All-in-One XLNet for Multi-Party Conversation Emotion Recognition
✓ Link
54.93
DialogXL
2020-12-16
Contrast and Generation Make BART a Good Dialogue Emotion Recognizer
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54.71
54.71
CoG-BART
2021-12-21
Relation-aware Graph Attention Networks with Relational Position Encodings for Emotion Recognition in Conversations
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54.31
RGAT-ERC
Knowledge-Enriched Transformer for Emotion Detection in Textual Conversations
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53.37
KET
2019-09-24
Conversational Transfer Learning for Emotion Recognition
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48.4
VHRED
2019-10-11
Fuzzy Fingerprinting Transformer Language-Models for Emotion Recognition in Conversations
51.89
CD-ERC+FFP
2023-09-08
Context-Dependent Embedding Utterance Representations for Emotion Recognition in Conversations
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51.23
CD-ERC
2023-04-17
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