berksudan / GCN-Text-ClassificationLinks
Text Classification using Graph Convolutional Neural Networks and Natural Language Processing Techniques
☆25Updated 6 months ago
Alternatives and similar repositories for GCN-Text-Classification
Users that are interested in GCN-Text-Classification are comparing it to the libraries listed below
Sorting:
- Text Level Graph Neural Network for Text Classification☆47Updated 4 years ago
- A PyTorch implementation of "Graph Convolutional Networks for Text Classification." (AAAI 2019)☆129Updated 5 years ago
- Constructed a structured heterogeneous text corpus graph to transform text classification problem into a node classification problem. Cr…☆14Updated 5 years ago
- Graph convolutional networks (GCN), graphSAGE and graph attention networks (GAT) for text classification☆73Updated 3 years ago
- ☆127Updated last year
- Graph Convolutional Networks (GCN) with BERT for Coreference Resolution Task [Pytorch][DGL]☆139Updated 4 years ago
- [ACL 2020] Tensorflow implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"☆180Updated last year
- A rough re-implement of Text Level Graph Neural Network for Text Classification☆36Updated 4 years ago
- Zero-Resource Cross-Domain Named Entity Recognition☆20Updated 5 years ago
- ☆39Updated 2 years ago
- Multi-class Classification with fine-tuned BERT & GNN☆45Updated 3 years ago
- Comprehensive evaluation framework for Open Information Extraction.☆39Updated 3 years ago
- Code for the paper "Contextualized Weak Supervision for Text Classification"☆52Updated 4 years ago
- FastGCN for inductive text classification☆86Updated 6 years ago
- The source codes for Fine-grained Fact Verification with Kernel Graph Attention Network.☆181Updated 2 years ago
- Weakly-supervised Text Classification Based on Keyword Graph☆23Updated 2 years ago
- Facing Changes: Continual Entity Alignment for Growing Knowledge Graphs, ISWC 2022☆24Updated 3 years ago
- ☆46Updated 5 years ago
- Code for paper "Hierarchical Text Classification with Reinforced Label Assignment" EMNLP 2019☆139Updated 4 years ago
- source code for EMNLP 2022 paper HEGEL: Hypergraph Transformer for Long Document Summarization☆14Updated 2 years ago
- This repository contains code for the paper "All-in-one: Multi-task Learning for Rumour Stance classification,Detection and Verification"…☆55Updated 7 years ago
- Heterogeneous Graph Transformer for Graph-to-Sequence Learning☆48Updated 4 years ago
- A Semantic Role Label classifier inspired by the article "Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling…☆21Updated 6 years ago
- An Unsupervised Sentence Embedding Method by Mutual Information Maximization (EMNLP2020)☆61Updated 4 years ago
- Source code and dataset for ECML-PKDD 2020 paper "Hierarchical Interaction Networks with Rethinking Mechanism for Document-level Sentimen…☆10Updated 5 years ago
- Dialogue Relation Extraction with Document-level Heterogeneous Graph Attention Networks☆55Updated 2 years ago
- Official implementation of GCAN model(ACL2020)☆74Updated 4 years ago
- Pytorch implementation of "Graph Convolutional Networks for Text Classification"☆132Updated last year
- Library of various Few-Shot Learning frameworks for text classification☆60Updated 2 years ago
- Mi Zhang and Tieyun Qian,Convolution over Hierarchical Level Sentiment Analysis,EMNLP2020☆46Updated 4 years ago