| CKERC |
- Weighted-F1
- 42.08
|
CKERC : Joint Large Language Models with Commonsense Knowledge for Emotion Recognition in Conversation
2024-03-12 |
연결 없음 |
| BiosERC |
- Weighted-F1
- 41.68
|
BiosERC: Integrating Biography Speakers Supported by LLMs for ERC Tasks
2024-07-05 |
코드 1 |
| InstructERC |
- Weighted-F1
- 41.39
|
InstructERC: Reforming Emotion Recognition in Conversation with Multi-task Retrieval-Augmented Large Language Models
2023-09-21 |
코드 1 |
| SPCL-CL-ERC |
- Weighted-F1
- 40.94
|
Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation
2022-10-17 |
코드 1 |
| SACL-LSTM (one seed) |
- Weighted-F1
- 40.47
- Micro-F1
- 43.19
|
Supervised Adversarial Contrastive Learning for Emotion Recognition in Conversations
2023-06-02 |
코드 1 |
| EmotionIC |
- Weighted-F1
- 40.25
- Micro-F1
- 44.31
|
EmotionIC: emotional inertia and contagion-driven dependency modeling for emotion recognition in conversation
2023-03-20 |
코드 1 |
| EACL |
- Weighted-F1
- 40.24
|
Emotion-Anchored Contrastive Learning Framework for Emotion Recognition in Conversation
2024-03-29 |
코드 1 |
| GRASP_Large |
- Weighted-F1
- 40
|
GRASP: Guiding model with RelAtional Semantics using Prompt for Dialogue Relation Extraction
2022-08-26 |
코드 1 |
| SACL-LSTM |
- Weighted-F1
- 39.65
- Micro-F1
- 42.21
|
Supervised Adversarial Contrastive Learning for Emotion Recognition in Conversations
2023-06-02 |
코드 1 |
| AccumWR |
- Weighted-F1
- 39.33
|
Accumulating Word Representations in Multi-level Context Integration for ERC Task
2023-11-06 |
코드 1 |
| TUCORE-GCN_RoBERTa |
- Weighted-F1
- 39.24
|
Graph Based Network with Contextualized Representations of Turns in Dialogue
2021-09-09 |
코드 1 |
| S+PAGE |
- Weighted-F1
- 39.14
|
S+PAGE: A Speaker and Position-Aware Graph Neural Network Model for Emotion Recognition in Conversation
2021-12-23 |
연결 없음 |
| CoG-BART |
- Weighted-F1
- 39.04
- Micro-F1
- 42.58
|
Contrast and Generation Make BART a Good Dialogue Emotion Recognizer
2021-12-21 |
코드 1 |
| DAG-ERC |
- Weighted-F1
- 39.02
|
Directed Acyclic Graph Network for Conversational Emotion Recognition
2021-05-27 |
코드 1 |
| SKAIG-ERC |
- Weighted-F1
- 38.88
|
Past, Present, and Future: Conversational Emotion Recognition through Structural Modeling of Psychological Knowledge
논문 날짜 미기재 |
코드 1 |
| DialogueCRN+RoBERTa |
- Weighted-F1
- 38.79
- Micro-F1
- 41.04
|
DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in Conversations
2021-06-03 |
코드 1 · 코드 2 |
| TODKAT |
- Weighted-F1
- 38.69
- Micro-F1
- 42.38
|
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection
2021-06-02 |
연결 없음 |
| COSMIC |
- Weighted-F1
- 38.11
|
COSMIC: COmmonSense knowledge for eMotion Identification in Conversations
2020-10-06 |
코드 1 |
| EmoOne-RoBERTa |
- Weighted-F1
- 38
|
The Emotion is Not One-hot Encoding: Learning with Grayscale Label for Emotion Recognition in Conversation
2022-06-15 |
코드 1 |
| CoMPM |
- Weighted-F1
- 37.37
|
CoMPM: Context Modeling with Speaker's Pre-trained Memory Tracking for Emotion Recognition in Conversation
2021-08-26 |
코드 1 |
| HiTrans |
- Weighted-F1
- 36.75
|
HiTrans: A Transformer-Based Context- and Speaker-Sensitive Model for Emotion Detection in Conversations
2020-12-01 |
연결 없음 |
| ERMC-DisGCN |
- Weighted-F1
- 36.38
|
A Discourse-Aware Graph Neural Network for Emotion Recognition in Multi-Party Conversation
논문 날짜 미기재 |
연결 없음 |
| TUCORE-GCN_BERT |
- Weighted-F1
- 36.01
|
Graph Based Network with Contextualized Representations of Turns in Dialogue
2021-09-09 |
코드 1 |
| BERT+MTL |
- Weighted-F1
- 35.92
|
Multi-Task Learning with Auxiliary Speaker Identification for Conversational Emotion Recognition
2020-03-03 |
연결 없음 |
| DialogXL |
- Weighted-F1
- 34.73
|
DialogXL: All-in-One XLNet for Multi-Party Conversation Emotion Recognition
2020-12-16 |
코드 1 · 코드 2 · 코드 3 · 코드 4 |
| GloVE+MTL |
- Weighted-F1
- 34.54
|
Multi-Task Learning with Auxiliary Speaker Identification for Conversational Emotion Recognition
2020-03-03 |
연결 없음 |
| RGAT-ERC |
- Weighted-F1
- 34.42
|
Relation-aware Graph Attention Networks with Relational Position Encodings for Emotion Recognition in Conversations
논문 날짜 미기재 |
코드 1 |
| KET |
- Weighted-F1
- 34.39
|
Knowledge-Enriched Transformer for Emotion Detection in Textual Conversations
2019-09-24 |
코드 1 |