xinyi-code / Chinese-Text-Classification
Chinese-Text-Classification Project including bert-classification, textCNN and so on.
☆143Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for Chinese-Text-Classification
- ☆275Updated 2 years ago
- SimCSE在中文上的复现,有监督+无监督☆265Updated 2 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☆117Updated 3 years ago
- 中文数据集下SimCSE+ESimCSE的实现☆188Updated 2 years ago
- SimCSE中文语义相似度对比学习模型☆78Updated 2 years ago
- NLP句子编码、句子embedding、语义相似度:BERT_avg、BERT_whitening、SBERT、SmiCSE☆173Updated 2 years ago
- 全局指针统一处理嵌套与非嵌套NER的Pytorch实现☆380Updated last year
- Implemention of NER model on chinese dataset.☆67Updated last year
- SimCSE有监督与无监督实验复现☆145Updated 8 months ago
- experiments of some semantic matching models and comparison of experimental results.☆159Updated last year
- 文本相似度(匹配)计算,提供Baseline、训练、推理、指标分析...代码包含TensorFlow/Pytorch双版本☆174Updated 2 years ago
- 中文NER的那些事儿☆309Updated last year
- SimCSE在中文任务上的简单实验☆591Updated last year
- 基于pytorch_bert的中文多标签分类☆82Updated 2 years ago
- 基于pytorch + bert的多标签文本分类(multi label text classification)☆90Updated last year
- 基于pytorch+bert的中文文本分类☆74Updated last year
- 基于词汇信息融合的中文NER模型☆160Updated 2 years ago
- Using BERT+Bi-LSTM+CRF☆134Updated 2 years ago
- A PyTorch implementation of a BiLSTM\BERT\Roberta(+CRF) model for Named Entity Recognition.☆476Updated 3 years ago
- 基于PyTorch的BERT中文文本分类模型(BERT Chinese text classification model implemented by PyTorch)☆167Updated 7 months ago
- 中文文本分类任务,基于PyTorch实现(TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention, DPCNN, Transformer,Bert,ERNIE),开箱即用!☆345Updated last year
- 文本分类baseline:BERT、半监督学习UDA、对抗学习、数据增强☆98Updated 3 years ago
- CoSENT、STS、SentenceBERT☆162Updated last year
- Pytorch version of BERT-whitening☆310Updated 3 years ago
- 利用指针网络进行信息抽取,包含命名实体识别、关系抽取、事件抽取。☆117Updated last year
- 基于pytorch的bert_bilstm_crf中文命名实体识别☆520Updated last year
- NLP文本增强的两种方式:同义词替换(利用word2vec词表)和回译☆71Updated 3 years ago
- 基于GlobalPointer的实体/关系/事件抽取☆142Updated 2 years ago
- Pytorch BERT-BiLSTM-CRF For NER☆406Updated 4 years ago