zy1996code / nlp_basic_model
some basic deep learning models/method for nlp, text classification.
☆81Updated 4 years ago
Alternatives and similar repositories for nlp_basic_model:
Users that are interested in nlp_basic_model are comparing it to the libraries listed below
- ☆166Updated 5 years ago
- ☆132Updated 4 years ago
- Pytorch Implementation of Attention-Based BiLSTM for Relation Extraction ("Attention-Based Bidirectional Long Short-Term Memory Networks …☆43Updated 7 months ago
- Multilabel classification based on TextCNN and Attention☆77Updated 4 years ago
- CNN,RNN ,Activation functions, Graph Convolutional Networks(GCN) for Text Classification☆33Updated 5 years ago
- A pytorch implementation of Fairseq Convolutional Sequence to Sequence Learning(Gehring et al. 2017)☆44Updated 6 years ago
- NLP☆132Updated last year
- Feature Projection for Improved Text Classification☆45Updated 4 years ago
- ☆267Updated 2 years ago
- PyTorch Bert Text Classification☆31Updated 5 years ago
- document classification using LSTM + self attention☆113Updated 5 years ago
- 文本分类, 双向lstm + attention 算法☆89Updated 4 years ago
- BiLSTM 加普通Attention中文文本多分类Pytorch实现☆33Updated 4 years ago
- 利用keras搭建的胶囊网络(capsule network文本分类模型,包含RNN、CNN、HAN等,其中keras_utils包含了capsule层和attention层的keras实现☆77Updated 6 years ago
- 注意力机制on自然语言处理文章整理笔记☆170Updated 6 years ago
- datafountain☆16Updated 4 years ago
- ☆30Updated 4 years ago
- Use Bert-CNN-Capsule for text classification☆10Updated 5 years ago
- 电商评论情感分类☆15Updated 4 years ago
- bert annotation, input and output for people from scratch, 代码注释, 有每一步的输入和输出, 适合初学者☆93Updated 2 years ago
- Graph Neural Networks including GAT\GCN\GGNN,GGNN-LSTM,using scene graph to generate captionsUpdated 5 years ago
- CCF BDCI 金融信息负面及主体判定第三名方案☆56Updated 5 years ago
- 使用分层注意力机制 HAN + 多任务学习 解决 AI Challenger 细粒度用户评论情感分析 。https://challenger.ai/competition/fsauor2018☆58Updated 5 years ago
- In pytorch Learing Neural Networks likes CNN(Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) 、LSTM、BiLSTM、D…☆21Updated 6 years ago
- 深度学习相关的实例☆40Updated 4 years ago
- Chinese text sentiment analysis via Graph Convolution Neural Networks☆48Updated 5 years ago
- pytorch实现的基于attention is all your need提出的Q,K,V的attention模板和派生的attention实现。☆21Updated 4 years ago
- Official implementation of AAAI-21 paper "Label Confusion Learning to Enhance Text Classification Models"☆116Updated 2 years ago
- Industry chain data test:Sentence classify Bi-GRU-att☆21Updated 6 years ago
- bilstm + selfattention core code (tensorflow 1.12.1 / pytorch 1.1.0) is implemented according to paper “A STRUCTURED SELF-ATTENTIVE SENTE…☆22Updated 5 years ago