Constructed a structured heterogeneous text corpus graph to transform text classification problem into a node classification problem. Created semantic rich features by using Text GCN and topic modeling based approach-LDA which are then fed into a novel classification model.
☆14Oct 15, 2019Updated 6 years ago
Alternatives and similar repositories for Text-classification-using-LDA-and-GCN
Users that are interested in Text-classification-using-LDA-and-GCN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Sentiment classification based on TextGCN☆13Apr 9, 2019Updated 7 years ago
- Record my experiments with Biterm Topic Model (BTM). Folk and modify from https://github.com/xiaohuiyan/BTM☆19May 29, 2017Updated 8 years ago
- This repo is the implementation of "A Neural Topic-Attention Model for Medical Term Abbreviation Disambiguation".☆15Dec 3, 2019Updated 6 years ago
- ☆10Oct 4, 2022Updated 3 years ago
- ☆10May 22, 2023Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- A neural text process python lib for context-based feature extraction on Seq-Tagging data.☆10Jul 27, 2018Updated 7 years ago
- This is a niche collection of research papers which are proven to be gradients pushing the field of Natural Language Processing, Deep Lea…☆25Nov 19, 2024Updated last year
- Neural Topic Modeling with Continual Lifelong Learning (ICML 2020)☆24Jun 21, 2020Updated 5 years ago
- Latent Dirichlet Allocation with Gibbs sampling☆16Dec 18, 2013Updated 12 years ago
- SemEval 2017 task 5 track 2 codebase.☆17Nov 21, 2022Updated 3 years ago
- Source code for NeurIPS 2020 paper "Node Classification on Graphs with Few-Shot Novel Labels via Meta Transformed Network Embedding"☆10Nov 17, 2020Updated 5 years ago
- Project developed during internship at MITU Skillologies for summarizing news articles in the form of Topic Models.☆14Jul 3, 2019Updated 6 years ago
- Find-my-reviewers matches scholars and paper together with topic extraction (LDA).☆12Dec 26, 2017Updated 8 years ago
- Retrieving 'Topics' (concept) from corpus using (1) Latent Dirichlet Allocation (Genism) for modelling. Perplexity and Coherence score we…☆12Nov 2, 2018Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- the source code of IJCAI 2023 paper "Multi-Scale subgraph contrastive learning"☆11Apr 25, 2023Updated 3 years ago
- Language Models for Code Completion: a Practical Evaluation☆13Jan 19, 2024Updated 2 years ago
- All files, presentations and documents used in workshops, meetups and seminars☆14Mar 26, 2020Updated 6 years ago
- 新词发现/新词挖掘/自由度/凝固度/python3☆10May 28, 2019Updated 6 years ago
- Python Implementation of Collapsed Gibbs Sampling for Latent Dirichlet Allocation (LDA)☆16Sep 3, 2015Updated 10 years ago
- ☆13Jul 12, 2022Updated 3 years ago
- 数据分析☆12Feb 28, 2017Updated 9 years ago
- A tool that crawls Nairobi Stock Exchange(NSE) Listed Companies' financial news then computes the polarity for that day(Positive, Negativ…☆14Sep 26, 2018Updated 7 years ago
- Code & experiments for MINDWALC: Mining Interpretable, Discriminative Walks for Classification of Nodes in a Graph☆13Jul 4, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Official implement of RAHG: A Role-Aware Hypergraph Neural Network for Node Classification in Graphs.☆11Jul 5, 2024Updated last year
- Source code and dataset for KDD 2021 paper: Zero-shot Node Classification with Decomposed Graph Prototype Network.☆12Jun 18, 2021Updated 4 years ago
- codes of LEGNN for Semi-supervised Node Classification☆12Jun 1, 2022Updated 3 years ago
- GNN模型在引文网络数据集上的代码，包括Cora、Citeseer、Pubmed、ogbn-arxiv☆11Mar 2, 2021Updated 5 years ago
- Meta-Curriculum Learning for Domain Adaptation in Neural Machine Translation (AAAI 2021)☆25Jun 18, 2022Updated 3 years ago
- 运用图卷积网络对节点分类☆11Mar 23, 2020Updated 6 years ago
- Pytorch Implementation of LoG 22 [Oral] -- Transductive Linear Probing: A Novel Framework for Few-Shot Node Classification☆17May 31, 2023Updated 2 years ago
- ☆47Jul 15, 2020Updated 5 years ago
- This is the github to open source benchmark AdvancedIF, see LAMA L1387358RCRO☆33Nov 26, 2025Updated 5 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 对文本进行分词，去除停用词，LDA建模，利用贝叶斯算法进行新闻分类☆17Mar 22, 2018Updated 8 years ago
- AI生成简单音乐 —— 使用ChatGPT稳定生成并播放 | AI作曲 | AI写歌☆16Mar 3, 2024Updated 2 years ago
- 基于图嵌入和图神经网络模型的动画推荐，本项目同时是中国人民大学数据挖掘中心案例和中国人民大学数据科学实践课程(2021~2022春)大作业☆15May 1, 2022Updated 4 years ago
- Modeling Sentiment Dependencies with Graph Convolutional Networks for Aspect-level Sentiment Classification☆50Jul 30, 2019Updated 6 years ago
- Analyse image noise with opencv-python. Reduce periodical noise of image using Gaussian filter ,Butterworth filter or Gabor filter.☆17May 15, 2015Updated 10 years ago
- Adversarial Deep Network Embedding for Cross-network Node Classification☆18Oct 31, 2021Updated 4 years ago
- BTM in python☆73Jul 23, 2017Updated 8 years ago