binzhouchn / long_text_multilabel_classification
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
☆17Updated 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
- pytorch implementation of multi-label text classification, includes kinds of models and pretrained. Especially for Chinese preprocessing.☆76Updated 5 years ago
- 多标签文本分类☆30Updated 3 years ago
- PyTorch使用BERT进行英语多标签文本分类☆33Updated 3 years ago
- ☆88Updated 3 years ago
- ☆61Updated 4 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
- 多模型中文cnews新闻文本分类☆54Updated 5 years ago
- Pytorch进行长文本分类。这里用到的网络有:FastText、TextCNN、TextRNN、TextRCNN、Transformer☆47Updated 4 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
- 中文无监督SimCSE Pytorch实现☆134Updated 3 years ago
- 疫情期间网民情绪识别比赛分享+top1~3解决方案☆50Updated 4 years ago
- Multi-Label Text Classification Based On Bert☆22Updated 2 years ago
- 多标签文本分类☆53Updated 5 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 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。☆66Updated 3 years ago
- 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☆53Updated 4 years ago
- experiments of some semantic matching models and comparison of experimental results.☆160Updated last year
- 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 2 years ago
- 复现论文《Simplify the Usage of Lexicon in Chinese NER》☆42Updated 3 years ago
- bert pytorch模型微调用于的多标签文本分类☆131Updated 5 years ago
- Use deep models including BiLSTM, ABCNN, ESIM, RE2, BERT, etc. and evaluate on 5 Chinese NLP datasets: LCQMC, BQ Corpus, ChineseSTS, OCN…☆76Updated 2 years ago
- 利用 HMM、BiLSTM-CRF 及 ALBERT 模型进行中文命名实体识别☆23Updated 2 years ago
- Summary and comparison of Chinese classification models☆34Updated 2 years ago
- 基于Pytorch的知识蒸馏(中文文本分类)☆17Updated 2 years ago
- 百度2020语言与智能技术竞赛:事件抽取赛道方案代码☆53Updated 4 years ago
- Cascade bert+word vec and one layer FLAT, trained by adversarial FGM and Stochastic Weight Averaging☆23Updated 3 years ago
- SimCSE中文语义相似度对比学习模型☆84Updated 3 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☆73Updated 4 years ago
- NER任务SOTA模型BERT_MRC☆60Updated last year
- Bert预训练模型fine-tune计算文本相似度☆101Updated last year