Chengcheng Han's repositories
Seminar-PRML
《Pattern Recognition and Machine Learning》阅读讨论班
awesome-neural-models-for-semantic-match
A curated list of papers dedicated to neural text (semantic) matching.
castor
PyTorch deep learning models for text processing
Chinese-Word-Vectors
100+ Chinese Word Vectors 上百种预训练中文词向量
Deep-Learning-with-PyTorch-Tutorials
深度学习与PyTorch入门实战视频教程 配套源代码和PPT
ERNIE
An Implementation of ERNIE For Language Understanding (including Pre-training models and Fine-tuning tools)
finetune-transformer-lm
Code and model for the paper "Improving Language Understanding by Generative Pre-Training"
glyph
Which Encoding is the Best for Text Classification in Chinese, English, Japanese and Korean?
InferSent
InferSent sentence embeddings
models
Models and examples built with TensorFlow
mt-dnn
Multi-Task Deep Neural Networks for Natural Language Understanding
NTU_ML2017_Hung-yi-Lee_HW
NTU ML2017 Spring and Fall Homework Hung-yi_Li 李宏毅老师 机器学习课程作业
pwc
Papers with code. Sorted by stars. Updated weekly.
pytorch-transformers
👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)
sentence2vec
Sentence2vec as described in A SIMPLE BUT TOUGH TO BEAT BASELINE FOR SENTENCE EMBEDDINGS by Sanjeev Arora, Yingyu Liang, Tengyu Ma
SentEval
A python tool for evaluating the quality of sentence embeddings.
SIF
sentence embedding by Smooth Inverse Frequency weighting scheme
xlnet
XLNet: Generalized Autoregressive Pretraining for Language Understanding