zhoujx4 / NLP-Series-text-cls
文本分类baseline:BERT、半监督学习UDA、对抗学习、数据增强
☆102Updated 4 years ago
Alternatives and similar repositories for NLP-Series-text-cls
Users that are interested in NLP-Series-text-cls are comparing it to the libraries listed below
Sorting:
- ☆87Updated 3 years ago
- NLP句子编码、句子embedding、语义相似度 :BERT_avg、BERT_whitening、SBERT、SmiCSE☆176Updated 3 years ago
- 中文无监督SimCSE Pytorch实现☆134Updated 3 years ago
- 中文数据集下SimCSE+ESimCSE的实现☆192Updated 2 years ago
- pytorch implementation of multi-label text classification, includes kinds of models and pretrained. Especially for Chinese preprocessing.☆75Updated 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
- 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
- ☆59Updated 4 years ago
- NLP实验:新词挖掘+预训练模型继续Pre-training☆47Updated last year
- Clustering text with Bert☆56Updated 4 years ago
- 句子匹配模型,包括无监督的SimCSE、ESimCSE、PromptBERT,和有监督的SBERT、CoSENT。☆99Updated 2 years ago
- 微调预训练语言模型,解决多标签分类任务(可加载BERT、Roberta、Bert-wwm以及albert等知名开源tf格式的模型)☆141Updated 4 years ago
- NER任务SOTA模型BERT_MRC☆61Updated last year
- 苏神SPACE pytorch版本复现☆42Updated 3 years ago
- ☆278Updated 3 years ago
- Bert预训练模型fine-tune计算文本相似度☆104Updated 2 years ago
- 多标签文本分类☆30Updated 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
- experiments of some semantic matching models and comparison of experimental results.☆161Updated last year
- 本NER项目包含多个中文数据集,模型采用BiLSTM+CRF、BERT+Softmax、BERT+Cascade、BERT+WOL等,最后用TFServing进行模型部署,线上推理和线下推理。☆80Updated 3 years ago
- bert pytorch模型微调用于的多标签文本分类☆133Updated 5 years ago
- Pytorch进行长文本分类。这里用到的网络有:FastText、TextCNN、TextRNN、TextRCNN、Transformer☆48Updated 4 years ago
- ☆90Updated 4 years ago
- NLP关系抽取:序列标注、层叠式指针网络、Multi-head Selection、Deep Biaffine Attention☆99Updated 3 years ago
- SimCSE中文语义相似度对比学习模型☆85Updated 3 years ago
- 基于prompt的中文文本分类。☆55Updated 2 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 3 years ago
- Label Mask for Multi-label Classification☆56Updated 3 years ago
- 基于Pytorch的文本分类框架,支持TextCNN、Bert、Electra等。☆61Updated 2 years ago
- 中国中文信息学会社会媒体处理专业委员会举办的2019届中文人机对话之自然语言理解竞赛☆74Updated 5 years ago