方面情感分析论文及代码

Aspect Sentiment Analysis Related Paper List and Code

方面情感分析论文

1. BERT

• [AAAI 2021] Context-Guided BERT for Targeted Aspect-Based Sentiment Analysis [paper] [code]
• [COLING 2020] Understanding Pre-trained BERT for Aspect-based Sentiment Analysis [paper] [code]
• [EMNLP 2020] [model: SentiLARE] SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge [paper] [code]

2.model: GCN/GAT/RGAT

• [EMNLP 2019] [model: ASGCN] Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks [paper] [code]
• [EMNLP 2020] Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation [paper]
• [COLING 2020] [model:SAGAT] Syntax-Aware Graph Attention Network for Aspect-Level Sentiment Classification[paper]
• [EMNLP 2020] [model: TD-GAT] Syntax-Aware Aspect Level Sentiment Classification with Graph Attention Networks [paper]
• [ACL 2020] [model: RGAT] Relational Graph Attention Network for Aspect-based Sentiment Analysis [paper] [code]
• [IEEE/ACM TASLP] [model: RGAT] Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network [paper] [code]