GeneZC / ASGCNLinks
Code and preprocessed dataset for EMNLP 2019 paper titled "Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks"
☆296Updated 4 years ago
Alternatives and similar repositories for ASGCN
Users that are interested in ASGCN are comparing it to the libraries listed below
Sorting:
- ☆219Updated 5 years ago
- Papers, models and datasets for Aspect-Category Sentiment Analysis.☆66Updated 2 years ago
- A paper list for aspect based sentiment analysis.☆455Updated last year
- Dual Graph Convolutional Networks for Aspect-based Sentiment Analysis☆148Updated 3 years ago
- [COLING 2020] Jointly Learning Aspect-Focused and Inter-Aspect Relations with Graph Convolutional Networks for Aspect Sentiment Analysis☆56Updated 3 years ago
- Mi Zhang and Tieyun Qian,Convolution over Hierarchical Level Sentiment Analysis,EMNLP2020☆46Updated 5 years ago
- A Multi-Aspect Multi-Sentiment Dataset for aspect-based sentiment analysis.☆266Updated 6 years ago
- Code and models for the paper " Position-Aware Tagging for Aspect Sentiment Triplet Extraction", EMNLP 2020.☆83Updated 4 years ago
- Aspect Sentiment Triplet Extraction (ASTE) dataset in AAAI 2020, EMNLP 2020 and ACL 2021.☆165Updated 4 years ago
- Modeling Sentiment Dependencies with Graph Convolutional Networks for Aspect-level Sentiment Classification☆50Updated 6 years ago
- Code for our paper "Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network…☆54Updated 4 years ago
- The Local Context Focus Syntax-based BERT model to analyze aspect-based sentiment of product reviews on SemEval2014☆46Updated 2 years ago
- codes for paper A Multi-task Learning Model for Chinese-oriented Aspect Polarity Classification and Aspect Term Extraction☆201Updated 3 years ago
- [EMNLP 2021] Beta Distribution Guided Aspect-aware Graph for Aspect Category Sentiment Analysis with Affective Knowledge☆49Updated 3 years ago
- Worth-reading papers and related awesome resources on aspect-based sentiment analysis (ABSA). 值得一读的方面级情感分析论文与相关资源集合☆365Updated last year
- Transition-based Directed Graph Direction for Emotion-Cause Pair Extraction☆46Updated 5 years ago
- PyTorch implementation of "Graph Convolutional Networks for Text Classification. Yao et al. AAAI2019."☆268Updated 6 years ago
- ☆45Updated 4 years ago
- ☆42Updated 3 years ago
- Code for ACL2020 paper "Heterogeneous Graph Neural Networks for Extractive Document Summarization"☆247Updated last year
- [NLPCC 2020] Sentence Constituent-Aware Aspect-Category Sentiment Analysis with Graph Attention Networks☆29Updated 3 years ago
- [EMNLP 2020] Multi-Instance Multi-Label Learning Networks for Aspect-Category Sentiment Analysis☆31Updated 4 years ago
- A paper list for aspect based sentiment analysis.☆141Updated last year
- [ACL 2020] Tensorflow implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"☆180Updated last year
- [KBS] Aspect-based sentiment analysis via affective knowledge enhanced graph convolutional networks☆78Updated last year
- codes for paper Combining Dynamic Local Context Focus and Dependency Cluster Attention for Aspect-level sentiment classification☆19Updated 4 years ago
- Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)☆435Updated 3 years ago
- Here is the code for the paper ``Aspect-Level Sentiment Analysis via Convolution over Dependency Tree'' accepted by EMNLP2019.☆20Updated 4 years ago
- Zhuang Chen, Tieyun Qian: Enhancing Aspect Term Extraction with Soft Prototypes. EMNLP 2020: 2107-2117☆12Updated 3 years ago
- The code of COLING2020 paper "Aspect-Category based Sentiment Analysis with Hierarchical Graph Convolutional Network".☆26Updated 4 years ago