wanggangkun / ST-Text-GCN
Code for paper "Self-training Method Based on GCN for Semi-supervised Short Text Classification"
☆11Updated 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☆21Updated last year
- ☆30Updated 2 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
- ☆37Updated 2 years ago
- Constructed a structured heterogeneous text corpus graph to transform text classification problem into a node classification problem. Cr…☆14Updated 5 years ago
- Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification☆45Updated last year
- ☆27Updated last year
- CNN,RNN ,Activation functions, Graph Convolutional Networks(GCN) for Text Classification☆33Updated 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
- Official Code for Merging Statistical Feature via Adaptive Gate for Improved Text Classification (AAAI2021)☆26Updated 3 years ago
- MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification☆23Updated 4 years ago
- Extreme Multi-label Text Classification based on X-BERT with GCN and Clustering modules☆11Updated 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
- This repository contains the code for our paper [Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task L…☆33Updated 3 years ago
- MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network☆57Updated last year
- Label-Specific Document Representation for Multi-Label Text Classification☆86Updated 5 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 of "Relation-Guided Few-Shot Relational Triple Extraction", SIGIR 2022.☆13Updated 2 years ago
- ☆12Updated 2 years ago
- Implementation of paper☆37Updated 3 years ago
- GCN and BERT for relation extraction☆18Updated 4 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
- Multi-class Classification with fine-tuned BERT & GNN☆43Updated 3 years ago
- ☆10Updated 3 years ago
- 疫情期间网民情绪识别比赛分享+top1~3解决方案☆51Updated 4 years ago
- PyTorch使用BERT进行英语多标签文本分类☆33Updated 2 years ago
- WoBERT_pytorch☆40Updated 3 years ago
- NER任务SOTA模型BERT_MRC☆60Updated 11 months ago
- [EMNLP 2020] Multi-Instance Multi-Label Learning Networks for Aspect-Category Sentiment Analysis☆31Updated 3 years ago
- Codes for SHINE published in EMNLP 2021.☆36Updated 2 years ago