NLP-Papers

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

兜哥出品 <一本开源的NLP入门书籍>

Pre-trained word vectors of 30+ languages

Named Entity Recognition (LSTM + CRF) - Tensorflow

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

A fast, efficient universal vector embedding utility package.

1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)

Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com

Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data

Four word embedding models implemented in Python. Supporting arbitrary context features