利用bert和textcnn 解决多标签文本分类的demo。
☆34Aug 19, 2022Updated 3 years ago
Alternatives and similar repositories for bert-textcnn-for-multi-label-text-classfication
Users that are interested in bert-textcnn-for-multi-label-text-classfication are comparing it to the libraries listed below
Sorting:
- Multi-Label Text Classification Based On Bert☆23Feb 28, 2023Updated 3 years ago
- Pytorch进行长文本分类。这里用 到的网络有：FastText、TextCNN、TextRNN、TextRCNN、Transformer☆48May 27, 2020Updated 5 years ago
- 基于BERT的文本多标签多分类☆11May 11, 2022Updated 3 years ago
- MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network☆58Sep 12, 2023Updated 2 years ago
- 多标签多分类的textCNN☆12Jul 26, 2020Updated 5 years ago
- 短文本分类、多标签分类方法封装☆15Jun 12, 2023Updated 2 years ago
- Pytorch 文本分类温习练习，本项目主要针对短文本的简单分类，demo看看就好。这里用到的网络有：FastText、TextCNN、TextRNN、TextRCNN、Transformer☆17May 27, 2020Updated 5 years ago
- 本项目利用KERAS结合不同的分类器并使用Glove词向量，对文本进行多标签分类。This project uses KERAS,Glove and many classifiers to classify text multi-label classification☆20Oct 9, 2020Updated 5 years ago
- 中文二分类，bert+TextCNN 两种实现方法☆26Dec 21, 2022Updated 3 years ago
- 2021软件杯-新闻智分系统项目开源，基于PaddleHub通过预训练模型ERNIE-Tiny在整合与爬取的新闻10分类数据集上进行微调完成模型训练，可实现精细的新闻长文本10分类任务。最后基于PyQt5完成GUI可视化界面开发以及基于VUE+FastAPI完成该项目的we…☆25Jan 25, 2022Updated 4 years ago
- OpenTextClassification is all you need for text classification! Open text classification for everyone, enjoy your NLP journey! 这可能是目前为止最全…☆209May 3, 2024Updated last year
- 基于GPT2的中文文本摘要生成☆28Mar 23, 2023Updated 2 years ago
- 多标签文本分类，多标签分类，文本分类, multi-label, classifier, text classification, BERT, seq2seq，attention, multi-label-classification☆806Dec 11, 2024Updated last year
- 基于pytorch + bert的多标签文本分类（multi label text classification）☆109Jul 18, 2023Updated 2 years ago
- 基于pytorch框架，针对文本分类的机器学习项目，集成多种算法(xgboost, lstm, bert, mezha等等)，提供基础数据集，开箱即用，方便自己二次拓展，持续更新☆33Mar 23, 2023Updated 2 years ago
- ⚡ 基于PyTorch的多种模型文本分类框架☆34Aug 19, 2023Updated 2 years ago
- 本项目采用Keras和Keras-bert实现文本多标签分类任务，对BERT进行微调。☆67Apr 2, 2021Updated 4 years ago
- Pytorch implementation of the paper Deep learning for extreme multi-label text classification☆65Feb 11, 2024Updated 2 years ago
- 在bert模型的pre_training基础上进行text_cnn文本分类☆78Mar 9, 2020Updated 6 years ago
- The code for "Does Head Label Help for Long-Tailed Multi-Label Text Classific"☆28Apr 20, 2021Updated 4 years ago
- pytorch版损失函数，改写自科学空间文章，【通过互信息思想来缓解类别不平衡问题】、【将“softmax+交叉熵”推广到多标签分类问题】☆12Aug 22, 2021Updated 4 years ago
- pytorch implementation of multi-label text classification, includes kinds of models and pretrained. Especially for Chinese preprocessing.☆79Dec 1, 2019Updated 6 years ago
- This is the code of paper: Robust Mid-Pass Filtering Graph Convolutional Networks.(paper accepted by WWW2023)☆13Feb 17, 2023Updated 3 years ago
- 基于pytorch_bert的中文多标签分类☆93Nov 24, 2021Updated 4 years ago
- [Main EMNLP'25] LLMs do Multi-Label Classification Differently☆14Feb 28, 2026Updated last week
- Do you even science, bro? Using RNN's to predict scientific titles.☆14Jun 5, 2017Updated 8 years ago
- An official PyTorch implementation of "Certifiably Robust Graph Contrastive Learning" (NeurIPS 2023)☆11Jan 22, 2024Updated 2 years ago
- Transformers for Multi-Label Text Classification☆11Sep 18, 2020Updated 5 years ago
- NLP/ML面试各类资料链接 汇总（主要Github收集）☆11Mar 3, 2020Updated 6 years ago
- 大数据生态解决方案基础平台: 搜索系统、公共系统、任务管理系统、数据binlog采集、基础爬虫系统、数据传输系统、运维告警系统、APM、报表系统☆11Jan 25, 2021Updated 5 years ago
- 快速文件分享系统☆11May 4, 2014Updated 11 years ago
- [EMNLP 2022] Fine-grained Category Discovery under Coarse-grained supervision with Hierarchical Weighted Self-contrastive Learning☆14Jun 22, 2024Updated last year
- 本项目使用Keras实现Transformer模型来进行文本分类（中文、英文均支持）。☆12Mar 31, 2022Updated 3 years ago
- Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoen…☆10Jul 10, 2013Updated 12 years ago
- Improving word mover’s distance by leveraging self-attention matrix (Published in EMNLP 2023 Findings)☆10Jun 17, 2025Updated 8 months ago
- ☆10Dec 20, 2022Updated 3 years ago
- 基于pytorch进行文本多分类，主要模型为双向LSTM，预测准确率83%☆43May 14, 2020Updated 5 years ago
- NLP算法领域的面试资料大全，包括笔试、面试题目☆42Mar 4, 2020Updated 6 years ago
- CNN and LSTM multi-label text classification☆11Apr 13, 2018Updated 7 years ago