Emotion_Recognition.md

Emotion/Sentiment Recognition

Blog

• 2022年11月02日：NAACL 2022 Findings论文：社交媒体上的抱怨强度分析
• 2022年10月27日：情感词库构建代表工作详解：多维度、细粒度情感词库的核心思想与建设过程概述

简单的中文文本情感分类

• link: https://github.com/xalanq/chinese-sentiment-classification
• author: Alan Clarke
• note: 简单的中文文本情感分类 (MLP, CNN, RNN in PyTorch) - 2019 THU 人工智能导论作业

Emotion Recognition in Coversation (ERC)

• link: https://github.com/tae898/erc
• author: Taewoon Kim
• note: only use the text modality to correctly classify the emotion of the utterances on two datasets, i.e., MELD and IEMOCAP.

EmotionalAnalysis

• link: https://github.com/zhio/EmotionalAnalysis
• author: zhio
• note: 情绪词典，中文情绪分析

SentiWSP

• link: https://github.com/XMUDM/SentiWSP
• author: Xiamen University
• paper: Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis
• blog:
  • EMNLP 2022 | SentiWSP: 基于多层级的情感感知预训练模型

MELD

• link: https://github.com/declare-lab/MELD
• author: DeCLaRe Lab
• paper: MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversation