Frank-ZYW / Chinese-Text-ClassificationLinks
基于Pytorch实现的一些经典自然语言处理模型中文短文本分类任务,包含TextCNN,TextRCNN,FastText,BERT,ROBERT以及ERNIE
☆54Updated 5 years ago
Alternatives and similar repositories for Chinese-Text-Classification
Users that are interested in Chinese-Text-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
- bert pytorch模型微调用于的多标签文本分类☆137Updated 5 years ago
- smp ewect code☆78Updated 5 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。☆67Updated 4 years ago
- 多标签文本分类☆53Updated 6 years ago
- 基于Pytorch+BERT+CRF的NLP序列标注模型,目前包括分词,词性标注,命名实体识别等☆62Updated 2 years ago
- 自然语言处理中的基础任务,包含但不限于文本表示,文本分类,命名实体识别,关系抽取,文本生成,文本摘要等,基于tensorflow2或Pytorch,所有代码均经过测试,项目中也包含相关数据。☆151Updated 2 years ago
- 利用bert预训练模型生成句向量或词向量☆27Updated 4 years ago
- 事件知识图谱构建相关的论文, 包含事件抽取、事件关系识别等任务☆82Updated 2 years ago
- pytorch implementation of multi-label text classification, includes kinds of models and pretrained. Especially for Chinese preprocessing.☆77Updated 5 years ago
- chinese-sequence-ner多模型中文命名实体识别☆75Updated 5 years ago
- Named Recognition Entity based on BERT and CRF 基于BERT+CRF的中文命名实体识别☆185Updated 2 years ago
- multi-label-classification-4-event-type☆138Updated 2 years ago
- albert + lstm + crf实体识别,pytorch实现。识别的主要实体是人名、地名、机构名和时间。albert + lstm + crf (named entity recognition)☆137Updated 3 years ago