Renovamen / Text-Classification
PyTorch implementation of some text classification models (HAN, fastText, BiLSTM-Attention, TextCNN, Transformer) | 文本分类
☆146Updated 3 years ago
Alternatives and similar repositories for Text-Classification:
Users that are interested in Text-Classification are comparing it to the libraries listed below
- Few-shot binary text classification with Induction Networks and Word2Vec weights initialization☆108Updated 7 months ago
- Chinese NLP Data Augmentation, BERT Contextual Augmentation☆112Updated 2 years ago
- Convolutional Neural Networks for Sentence Classification in PyTorch☆107Updated 6 years ago
- ☆61Updated 4 years ago
- Hierarchy-Aware Global Model for Hierarchical Text Classification☆212Updated 2 years ago
- A Pytorch implementation for NER using BiLSTM-CRF☆137Updated 4 years ago
- 从头训练MASK BERT☆136Updated 2 years ago
- pytorch implementation of multi-label text classification, includes kinds of models and pretrained. Especially for Chinese preprocessing.☆75Updated 5 years ago
- Hierarchically-Refined Label Attention Network for Sequence Labeling☆290Updated 3 years ago
- 基于Transformers的文本分类☆338Updated 3 years ago
- The code of CIKM'19 paper《Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach》☆326Updated 9 months ago
- A PyTorch-based toolkit for natural language processing☆155Updated 2 years ago
- Data augmentation for NLP, accepted at EMNLP 2021 Findings☆106Updated last year
- Pytorch进行长文本分类。这里用到的网络有:FastText、TextCNN、TextRNN、TextRCNN、Transformer☆46Updated 4 years ago
- 论文复现《Named Entity Recognition as Dependency Parsing》☆129Updated 3 years ago
- Codes for "TENER: Adapting Transformer Encoder for Named Entity Recognition"☆375Updated 4 years ago
- ☆277Updated 2 years ago
- A PyTorch implementation of the BI-LSTM-CRF model.☆248Updated 4 months ago
- Source code for template-based NER☆211Updated 3 years ago
- The repo contains the code of the ACL2020 paper `Dice Loss for Data-imbalanced NLP Tasks`☆275Updated last year
- PyTorch implementation of BiLSTM-CRF and Bi-LSTM-CNN-CRF models for named entity recognition.☆72Updated 3 years ago
- bert-bilstm-crf implemented in pytorch for named entity recognition.☆279Updated 3 years ago
- 中文无监督SimCSE Pytorch实现☆133Updated 3 years ago
- bert pytorch模型微调用于的多标签文本分类☆132Updated 5 years ago
- torchtext使用总结,从零开始逐步实现了torchtext文本预处理过程,包括截断补长,词表构建,使用预训练词向量,构建可用于PyTorch的可迭代数据等步骤。并结合Pytorch实现LSTM.☆172Updated 5 years ago
- A more than 1000X faster paralleled LSTM-CRF implementation modified from the slower version in the Pytorch official tutorial (URL//pytor…☆205Updated 4 years ago
- Reproducing the paper — Deep Short Text Classification with Knowledge Powered Attention☆102Updated 4 years ago
- Pytorch version of BERT-whitening☆308Updated 3 years ago
- Implementation of Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification.☆77Updated 3 years ago
- The source code of NeurIPS 2020 paper "CogLTX: Applying BERT to Long Texts"☆271Updated 2 years ago