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
- Pytorch Implementation of Attention-Based BiLSTM for Relation Extraction ("Attention-Based Bidirectional Long Short-Term Memory Networks …☆43Updated 7 months ago
- ☆132Updated 4 years ago
- Use Bert-CNN-Capsule for text classification☆10Updated 5 years ago
- BiLSTM 加普通Attention中文文本多分类Pytorch实现☆33Updated 4 years ago
- Multilabel classification based on TextCNN and Attention☆77Updated 4 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
- Hierarchical BiLSTM CNN using Keras☆76Updated 6 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
- ☆267Updated 2 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
- A pytorch implementation of Fairseq Convolutional Sequence to Sequence Learning(Gehring et al. 2017)☆44Updated 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
- document classification using LSTM + self attention☆113Updated 5 years ago
- PyTorch Bert Text Classification☆31Updated 6 years ago
- A pytorch implementation of CapsNet for text classification 汽车行业用户观点主题及情感识别为例(subject-and-sentiment-analysis)☆85Updated 5 years ago
- The information of computer journal☆178Updated 2 years ago
- Industry chain data test:Sentence classify Bi-GRU-att☆21Updated 6 years ago
- 本项目主要为针对DPCNN(Deep Pyramid Convolutional Neural Networks for Text Categorization )文本分类(Text Classification)的论文复现以及基于知乎看山杯Inception的修改和复现,…☆142Updated 6 years ago
- Use tensorflow to achieve some NLP project, eg: classification chatbot ner attention QAetc.☆34Updated 4 years ago
- Keras implement of ON-LSTM (Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks)☆155Updated 5 years ago
- CNN,RNN ,Activation functions, Graph Convolutional Networks(GCN) for Text Classification☆33Updated 5 years ago
- 自注意力与文本分类☆119Updated 6 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
- FastGCN for inductive text classification☆85Updated 5 years ago
- ☆30Updated 4 years ago
- 文本分类, 双向lstm + attention 算法☆89Updated 4 years ago
- star_transformer pytorch☆27Updated 5 years ago
- Chinese text sentiment analysis via Graph Convolution Neural Networks☆48Updated 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