PyTorch implementation of some text classification models (HAN, fastText, BiLSTM-Attention, TextCNN, Transformer) | 文本分类
☆154Apr 22, 2021Updated 4 years ago
Alternatives and similar repositories for Text-Classification
Users that are interested in Text-Classification are comparing it to the libraries listed below
Sorting:
- Unofficial Implementation of "Bag of Tricks for Efficient Text Classification", 2016, Armand Joulin et al. (https://arxiv.org/pdf/1607.01…☆25Dec 23, 2022Updated 3 years ago
- 这是使用pytoch 实现的长文本分类器☆46Jul 24, 2019Updated 6 years ago
- Implementation of papers for text classification task on SST-1/SST-2☆67Jul 25, 2024Updated last year
- 文本分类, 双向lstm + attention 算法☆90Jun 11, 2020Updated 5 years ago
- Implementation of State-of-the-art Text Classification Models in Pytorch☆491Jan 5, 2019Updated 7 years ago
- ☆14Mar 7, 2022Updated 4 years ago
- ☆15Jun 16, 2021Updated 4 years ago
- 使用rnn,lstm,gru,fasttext,textcnn,dpcnn,rnn-att,lstm-att,兼容huggleface/transformers,以及以transforemrs作为词嵌入模型,后面接入cnn、rnn、attention等等做文本分类。以及各个…☆519Dec 8, 2022Updated 3 years ago
- ☆54Apr 7, 2022Updated 3 years ago
- Text Classification Models - CNN, RCNN, RNN-ATTN [PyTorch]☆11Oct 13, 2020Updated 5 years ago
- Pytorch 文本分类温习练习,本项目主要针对短文本的简单分类,demo看看就好。这里用到的网络有:FastText、TextCNN、TextRNN、TextRCNN、Transformer☆17May 27, 2020Updated 5 years ago
- cnn bilstm crf 作中文命名实体识别☆13Sep 25, 2020Updated 5 years ago
- My pytorch implementation of the model described in the paper **Hierarchical Attention Networks for Document Classification** [paper](htt…☆11Mar 22, 2019Updated 6 years ago
- Convolutional Neural Networks for Sentence Classification in PyTorch☆110Apr 19, 2018Updated 7 years ago
- BiLSTM 加普通Attention中文文本多分类Pytorch实现☆33Mar 6, 2021Updated 5 years ago
- ☆18Nov 23, 2020Updated 5 years ago
- A Benchmark of Text Classification in PyTorch☆606Apr 20, 2024Updated last year
- 中文文本分类,TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention,DPCNN,Transformer,基于pytorch,开箱即用。☆5,709Sep 23, 2020Updated 5 years ago
- Pytorch进行长文本分类。这里用到的网络有:FastText、TextCNN、TextRNN、TextRCNN、Transformer☆48May 27, 2020Updated 5 years ago
- ☆14Mar 11, 2022Updated 4 years ago
- Code and data of the EMNLP 2021 paper "Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer"☆46Oct 12, 2022Updated 3 years ago
- Chinese Named Entity Recognition Using Neural Network☆30Sep 20, 2022Updated 3 years ago
- 利用Bert_CRF进行中文分词☆19Sep 12, 2019Updated 6 years ago
- Named Entity Recognition (NER) with different combinations of BiGRU, Self-Attention and CRF☆63Jan 8, 2021Updated 5 years ago
- The official code of the "Frustratingly Easy System Combination for Grammatical Error Correction" paper☆57Mar 4, 2024Updated 2 years ago
- 基于Pytorch的BERT-IDCNN-BILSTM-CRF中文实体识别实现☆92Sep 15, 2022Updated 3 years ago
- A dataset for Vietnamese Spelling Correction☆15Sep 27, 2021Updated 4 years ago
- bert pytorch模型微调用于的多标签文本分类☆138Nov 8, 2019Updated 6 years ago
- 记录自己用的BILSTM-CRF、ELMo、BERT等来做NER任务的代码。☆27Feb 6, 2020Updated 6 years ago
- My NLP☆17Jan 8, 2021Updated 5 years ago
- Question Answering task using Deep Learning on SQuAD dataset☆21Dec 8, 2022Updated 3 years ago
- Hierarchical Attention Networks | a PyTorch Tutorial to Text Classification☆249Jun 3, 2020Updated 5 years ago
- 使用谷歌翻译进行大规模翻译,免疫封锁☆10Aug 1, 2019Updated 6 years ago
- ☆13Jan 31, 2021Updated 5 years ago
- Chinese Word Segmentation Using MM/CRF/Bi-LSTM/Bi-LSTM-CRF/BERT-LSTM, 中文分词,使用 最大词匹配、CRF(CRF++)、Bi-LSTM (+CRF)、BERT-Bi-LSTM☆30Apr 2, 2020Updated 5 years ago
- Data and codes for BioBERT-MRC☆11Oct 5, 2021Updated 4 years ago
- API client for fetching and comparing passages from legislation☆14Jan 26, 2025Updated last year
- datasets with text data for use in NLP, Text analysis, information extraction, ML research.☆16Feb 1, 2019Updated 7 years ago
- 商品标题实体识别☆24Apr 1, 2022Updated 3 years ago