Renovamen / Text-ClassificationLinks
PyTorch implementation of some text classification models (HAN, fastText, BiLSTM-Attention, TextCNN, Transformer) | 文本分类
☆149Updated 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:
- A PyTorch implementation of the BI-LSTM-CRF model.☆256Updated 10 months ago
- Convolutional Neural Networks for Sentence Classification in PyTorch☆110Updated 7 years ago
- The code of CIKM'19 paper《Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach》☆332Updated last year
- A Pytorch implementation for NER using BiLSTM-CRF☆141Updated 5 years ago
- Implementation of Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification.☆77Updated 4 years ago
- ☆60Updated 5 years ago
- Codes for "TENER: Adapting Transformer Encoder for Named Entity Recognition"☆377Updated 5 years ago
- 基于Transformers的文本分类☆342Updated 3 years ago
- codes for paper A Multi-task Learning Model for Chinese-oriented Aspect Polarity Classification and Aspect Term Extraction☆199Updated 3 years ago
- MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network☆58Updated last year
- The source code of NeurIPS 2020 paper "CogLTX: Applying BERT to Long Texts"☆274Updated 3 years ago
- pytorch implementation of multi-label text classification, includes kinds of models and pretrained. Especially for Chinese preprocessing.☆77Updated 5 years ago
- A Multi-Aspect Multi-Sentiment Dataset for aspect-based sentiment analysis.☆263Updated 5 years ago
- ☆233Updated 4 years ago
- bert-bilstm-crf implemented in pytorch for named entity recognition.☆282Updated 4 years ago
- Few-shot binary text classification with Induction Networks and Word2Vec weights initialization☆109Updated last year
- Chinese NLP Data Augmentation， BERT Contextual Augmentation☆111Updated 3 years ago
- PyTorch implementation of BiLSTM-CRF and Bi-LSTM-CNN-CRF models for named entity recognition.☆74Updated 4 years ago
- bert pytorch模型微调用于的多标签文本分类☆136Updated 5 years ago
- Using pre-trained BERT models for Chinese and English NER with 🤗Transformers☆138Updated 4 years ago
- Hierarchy-Aware Global Model for Hierarchical Text Classification☆223Updated 2 years ago
- Use BiLSTM_attention, BERT, ALBERT, RoBERTa, XLNet model to classify the SST-2 data set based on pytorch☆105Updated 4 years ago
- Pytorch Solution of Event Extraction Task using BERT on ACE 2005 corpus☆343Updated 5 years ago
- Pytorch implementation of R-BERT: "Enriching Pre-trained Language Model with Entity Information for Relation Classification"☆360Updated 2 years ago
- 1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.☆335Updated last year
- 论文复现《Named Entity Recognition as Dependency Parsing》☆131Updated 4 years ago
- A more than 1000X faster paralleled LSTM-CRF implementation modified from the slower version in the Pytorch official tutorial (URL//pytor…☆204Updated 4 years ago
- [EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach☆300Updated 3 years ago
- ☆32Updated 2 years ago
- Named Entity Recognition as Dependency Parsing☆350Updated 2 years ago