binzhouchn / long_text_multilabel_classificationLinks
本仓主要实现并解决基于预训练bert,预训练字向量和词向量实现Bert_RCNN用于一个长文本对应对个标签的问题
☆18Updated 3 years ago
Alternatives and similar repositories for long_text_multilabel_classification
Users that are interested in long_text_multilabel_classification are comparing it to the libraries listed below
Sorting:
- Pytorch进行长文本分类。这里用到的网络有:FastText、TextCNN、TextRNN、TextRCNN、Transformer☆48Updated 5 years ago
- 本项目采用PyTorch和transformers模块实现英语序列标注,其中对BERT进行微调。☆19Updated 4 years ago
- 中文无监督SimCSE Pytorch实现☆134Updated 3 years ago
- NER任务SOTA模型BERT_MRC☆61Updated last year
- 非结构化商业文本信息中隐私信息识别-rank2☆24Updated 4 years ago
- PyTorch使用BERT进行英语多标签文本分类☆33Updated 3 years ago
- pytorch implementation of multi-label text classification, includes kinds of models and pretrained. Especially for Chinese preprocessing.☆75Updated 5 years ago
- 记录自己用的BILSTM-CRF、ELMo、BERT等来做NER任务的代码。☆26Updated 5 years ago
- Multi-Label Text Classification Based On Bert☆22Updated 2 years ago
- Cascade bert+word vec and one layer FLAT, trained by adversarial FGM and Stochastic Weight Averaging☆23Updated 3 years ago
- ☆27Updated last year
- code for ACL2020:《FLAT: Chinese NER Using Flat-Lattice Transformer》 我注释&修改&添加了部分源码,使得大家更容易复现这个代码。☆56Updated 4 years ago
- 多标签文本分类☆30Updated 3 years ago
- ☆60Updated 5 years ago
- 2020 CCF大数据与计算智能大赛-非结构化商业文本信息中隐私信息识别-第7名方案☆72Updated 4 years ago
- 基于prompt的中文文本分类。☆55Updated 2 years ago
- ☆87Updated 3 years ago
- 复现论文《Simplify the Usage of Lexicon in Chinese NER》☆42Updated 4 years ago
- 多模型中文cnews新闻文本分类☆55Updated 5 years ago
- TPlinker for NER 中文/英文命名实体识别☆125Updated 3 years ago
- Summary and comparison of Chinese classification models☆34Updated 2 years ago
- 论文复现《Named Entity Recognition as Dependency Parsing》☆131Updated 4 years ago
- WoBERT_pytorch☆40Updated 4 years ago
- multi-label,classifier,text classification,多标签文本分类,文本分类,BERT,ALBERT,multi-label-classification,seq2seq,attention,beam search☆32Updated 3 years ago
- 文本分类baseline:BERT、半监督学习UDA、对抗学习、数据增强☆102Updated 4 years ago
- 苏神SPACE pytorch版本复现☆42Updated 3 years ago
- 支持百度竞赛数据的中文事件抽取,支持ace2005数据的英文事件抽取,本人将苏神的三元组抽取算法中的DGCNN改成了事件抽取任务,并 将karas改成了本人习惯使用的pytorch,在数据加载处考虑了各种语言的扩展☆48Updated 4 years ago
- Simple Transformers四种任务(分类、命名实体识别、机器阅读理解、语言模型微调)的代码样例,可以切换多种预训练模型。☆23Updated 3 years ago
- NLP关系抽取:序列标注、层叠式指针网络、Multi-head Selection、Deep Biaffine Attention☆100Updated 3 years ago
- 超长文本分类(大于1000字);文档级/篇章级文本分类;主要是解决长距离依赖问题☆130Updated 3 years ago