wanggangkun / ST-Text-GCN
Code for paper "Self-training Method Based on GCN for Semi-supervised Short Text Classification"
☆12Updated 3 years ago
Alternatives and similar repositories for ST-Text-GCN:
Users that are interested in ST-Text-GCN are comparing it to the libraries listed below
- Multi-Label Text Classification Based On Bert☆22Updated 2 years ago
- Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification☆45Updated 2 years ago
- Codes for SHINE published in EMNLP 2021.☆37Updated 2 years ago
- MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network☆58Updated last year
- Label-Specific Document Representation for Multi-Label Text Classification☆87Updated 5 years ago
- Official Code for Merging Statistical Feature via Adaptive Gate for Improved Text Classification (AAAI2021)☆26Updated 3 years ago
- 图网络和少样本学习在自然语言理解领域的前沿综述。本文旨在探索自然语言理解领域中（主要探索了命名实体识别，关系抽取）一些深度学习前沿的应用（主要探索了结合图神经网络和少样本学习场景的方法）共计15篇顶会论文（EMNLP，AAAI，ACL，COLING）。☆18Updated 3 years ago
- ☆30Updated 2 years ago
- 基于BERT的事件检测模型，适用于MAVEN、ACE等数据集。☆13Updated 3 years ago
- The code for "Does Head Label Help for Long-Tailed Multi-Label Text Classific"☆30Updated 3 years ago
- This repository contains the code for our paper [Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task L…☆34Updated 3 years ago
- Constructed a structured heterogeneous text corpus graph to transform text classification problem into a node classification problem. Cr…☆14Updated 5 years ago
- Label-Representative Graph Convolutional Network for Multi-Label Text Classification☆17Updated 2 years ago
- ☆27Updated last year
- Extreme Multi-label Text Classification based on X-BERT with GCN and Clustering modules☆11Updated 5 years ago
- The code for our NAACL 2021 paper "HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization".☆9Updated 3 years ago
- ☆20Updated 3 years ago
- Mi Zhang and Tieyun Qian,Convolution over Hierarchical Level Sentiment Analysis,EMNLP2020☆46Updated 4 years ago
- Summary and comparison of Chinese classification models☆34Updated 2 years ago
- ☆18Updated 2 years ago
- 基于CNN、RNN、GCN、BERT的中文文本分类☆43Updated last year
- ☆12Updated 2 years ago
- CNN,RNN ,Activation functions, Graph Convolutional Networks(GCN) for Text Classification☆33Updated 5 years ago
- The PyTorch 1.6 and Python 3.7 implementation for the paper Graph Convolutional Networks for Text Classification☆110Updated 4 years ago
- ☆10Updated 3 years ago
- Codes and Datasets for our EMNLP 2021 (main conference) Long Paper titled "PASTE: A Tagging-Free Decoding Framework Using Pointer Network…☆16Updated 3 years ago
- [NLPCC 2020] Sentence Constituent-Aware Aspect-Category Sentiment Analysis with Graph Attention Networks☆31Updated 2 years ago
- source code of our paper presents in EMNLP 2019. https://www.aclweb.org/anthology/D19-1345/☆53Updated 5 years ago
- MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification☆23Updated 4 years ago
- 基于pytorch的不平衡数据的文本分类☆11Updated 3 years ago