A11en0 / Pyg-TextGCNLinks
An efficient and simplify re-implement TextGCN with Pytorch-geometric.
☆13Updated 4 years ago
Alternatives and similar repositories for Pyg-TextGCN
Users that are interested in Pyg-TextGCN are comparing it to the libraries listed below
Sorting:
- The PyTorch 1.6 and Python 3.7 implementation for the paper Graph Convolutional Networks for Text Classification☆111Updated 4 years ago
- ☆21Updated 2 years ago
- Dual Graph Convolutional Networks for Aspect-based Sentiment Analysis☆148Updated 2 years ago
- Mi Zhang and Tieyun Qian,Convolution over Hierarchical Level Sentiment Analysis,EMNLP2020☆46Updated 4 years ago
- [NLPCC 2020] Sentence Constituent-Aware Aspect-Category Sentiment Analysis with Graph Attention Networks☆29Updated 2 years ago
- ☆218Updated 5 years ago
- [EMNLP 2021] Beta Distribution Guided Aspect-aware Graph for Aspect Category Sentiment Analysis with Affective Knowledge☆48Updated 3 years ago
- This repository contains code for the paper "RP-DNN: A Tweet level propagation context based deep neural networks for early rumor detecti…☆34Updated 4 months ago
- Aspect-Level Sentiment Analysis Via Convolution over Dependency Tree☆29Updated 5 years ago
- MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network☆58Updated 2 years ago
- Official implementation of GCAN model(ACL2020)☆74Updated 4 years ago
- Code for our paper "Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network…☆54Updated 3 years ago
- Code for EMNLP 2021 paper: "Learning Implicit Sentiment in Aspect-based Sentiment Analysis with Supervised Contrastive Pre-Training"☆93Updated 3 years ago
- [EMNLP 2020] Multi-Instance Multi-Label Learning Networks for Aspect-Category Sentiment Analysis☆31Updated 4 years ago
- Codes for SHINE published in EMNLP 2021.☆39Updated 3 years ago
- ☆275Updated last month
- The Local Context Focus Syntax-based BERT model to analyze aspect-based sentiment of product reviews on SemEval2014☆45Updated 2 years ago
- A PyTorch implementation of "Graph Convolutional Networks for Text Classification." (AAAI 2019)☆129Updated 5 years ago
- [ACL 2020] Tensorflow implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"☆180Updated last year
- HOMADOS: Capturing the Style of Fake News☆21Updated 3 years ago
- Graph convolutional networks (GCN), graphSAGE and graph attention networks (GAT) for text classification☆73Updated 3 years ago
- The code of COLING2020 paper "Aspect-Category based Sentiment Analysis with Hierarchical Graph Convolutional Network".☆26Updated 3 years ago
- ☆30Updated 2 years ago
- ☆39Updated 2 years ago
- Chinese text sentiment analysis via Graph Convolution Neural Networks☆53Updated 5 years ago
- Open source code for AAAI 2021 Paper “Co-GAT: A Co-Interactive Graph Attention Network for Joint Dialog Act Recognition and Sentiment Cla…☆46Updated 4 years ago
- ☆17Updated 4 years ago
- Enhanced Multi-Channel Graph Convolutional Network for Aspect Sentiment Triplet Extraction☆54Updated 3 years ago
- Papers, models and datasets for Aspect-Category Sentiment Analysis.☆66Updated 2 years ago
- ☆16Updated 11 months ago