OpenCodePapers

emotion-recognition-in-conversation-on-3

Emotion RecognitionEmotion Recognition in Conversation
Dataset Link
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PaperCodeMicro-F1Macro F1Weighted F1ModelNameReleaseDate
S+PAGE: A Speaker and Position-Aware Graph Neural Network Model for Emotion Recognition in Conversation64.07S+PAGE2021-12-23
Contextualized Emotion Recognition in Conversation as Sequence Tagging63.12CESTa2020-07-01
Graph Based Network with Contextualized Representations of Turns in Dialogue✓ Link61.91TUCORE-GCN_RoBERTa2021-09-09
The Emotion is Not One-hot Encoding: Learning with Grayscale Label for Emotion Recognition in Conversation✓ Link61.6755.84EmoOne-RoBERTa2022-06-15
CoMPM: Context Modeling with Speaker's Pre-trained Memory Tracking for Emotion Recognition in Conversation✓ Link60.3453.15CoMPM2021-08-26
Hierarchical Pre-training for Sequence Labelling in Spoken Dialog60.14Pretrained Hierarchical Transformer2020-09-23
EmotionIC: emotional inertia and contagion-driven dependency modeling for emotion recognition in conversation✓ Link60.1354.19EmotionIC2023-03-20
Hybrid Curriculum Learning for Emotion Recognition in Conversation59.76TODKAT+HCL2021-12-22
Past, Present, and Future: Conversational Emotion Recognition through Structural Modeling of Psychological Knowledge✓ Link59.7551.95SKAIG-ERC
Directed Acyclic Graph Network for Conversational Emotion Recognition✓ Link59.33DAG-ERC2021-05-27
Accumulating Word Representations in Multi-level Context Integration for ERC Task✓ Link59.22AccumWR2023-11-06
COSMIC: COmmonSense knowledge for eMotion Identification in Conversations✓ Link58.4851.05COSMIC2020-10-06
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection58.4752.56TODKAT2021-06-02
Graph Based Network with Contextualized Representations of Turns in Dialogue✓ Link58.34TUCORE-GCN_BERT2021-09-09
Knowledge-Interactive Network with Sentiment Polarity Intensity-Aware Multi-Task Learning for Emotion Recognition in Conversations57.30KI-Net
DialogXL: All-in-One XLNet for Multi-Party Conversation Emotion Recognition✓ Link54.93DialogXL2020-12-16
Contrast and Generation Make BART a Good Dialogue Emotion Recognizer✓ Link54.7154.71CoG-BART2021-12-21
Relation-aware Graph Attention Networks with Relational Position Encodings for Emotion Recognition in Conversations✓ Link54.31RGAT-ERC
Knowledge-Enriched Transformer for Emotion Detection in Textual Conversations✓ Link53.37KET2019-09-24
Conversational Transfer Learning for Emotion Recognition✓ Link48.4VHRED2019-10-11
Fuzzy Fingerprinting Transformer Language-Models for Emotion Recognition in Conversations51.89CD-ERC+FFP2023-09-08
Context-Dependent Embedding Utterance Representations for Emotion Recognition in Conversations✓ Link51.23CD-ERC2023-04-17