zy1996code / nlp_basic_modelLinks
some basic deep learning models/method for nlp, text classification.
☆79Updated 5 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
Sorting:
- ☆167Updated 6 years ago
- A pytorch implementation of Fairseq Convolutional Sequence to Sequence Learning(Gehring et al. 2017)☆45Updated 6 years ago
- 深度学习相关的实例☆40Updated 5 years ago
- ☆131Updated 4 years ago
- Pytorch Implementation of Attention-Based BiLSTM for Relation Extraction ("Attention-Based Bidirectional Long Short-Term Memory Networks …☆45Updated last year
- (minimal implementation) BiLSTM-Attention for Relation Classification☆31Updated 8 months ago
- document classification using LSTM + self attention☆114Updated 5 years ago
- 自注意力与文本分类☆119Updated 6 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 6 years ago
- 主要是实现nlp常用网络以及结果比较,各模型的优劣势,如:FastText,TextCNN,TextRNN,TextRCNN,BiLSTM,Seq2seq,BERT,Transformer,ELMo以及Attention机制等等。☆46Updated 6 years ago
- the implementation for Disconnected Recurrent Neural Networks☆35Updated 7 years ago
- A text classification example with Bert/ELMo/GloVe in pytorch☆90Updated 4 years ago
- Multilabel classification based on TextCNN and Attention☆78Updated 5 years ago
- Feature Projection for Improved Text Classification☆45Updated 5 years ago
- ☆275Updated 3 years ago
- The code of Encoding Word Order in Complex-valued Embedding☆42Updated 6 years ago
- FastGCN for inductive text classification☆86Updated 6 years ago
- Use tensorflow to achieve some NLP project, eg: classification chatbot ner attention QAetc.☆33Updated 4 years ago
- 这是使用pytoch 实现的长文本分类器☆46Updated 6 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
- 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 6 years ago
- 电商评论情感分类☆15Updated 5 years ago
- Pytorch implementation of Neural Machine Translation with seq2seq and attention (en-zh)☆41Updated 6 years ago
- PyTorch Bert Text Classification☆31Updated 6 years ago
- Official implementation of AAAI-21 paper "Label Confusion Learning to Enhance Text Classification Models"☆118Updated 2 years ago
- Chinese text sentiment analysis via Graph Convolution Neural Networks☆53Updated 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.☆176Updated 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☆78Updated 7 years ago
- CCF BDCI 金融信息负面及主体判定第三名方案☆55Updated 5 years ago
- NLP☆134Updated last year