SunYan's repositories
hate-speech-and-offensive-language
Repository for the paper "Automated Hate Speech Detection and the Problem of Offensive Language", ICWSM 2017
Assume_Hexo_Next
Hexo Next主题博客搭建和优化指南
Attention
An Implementation of ''Attention Is All You Need''
attention-workshop
Attention Workshop
char-embeddings
A repository containing 300D character embeddings derived from the GloVe 840B/300D dataset, and uses these embeddings to train a deep learning model to generate Magic: The Gathering cards using Keras
CNNCompression
Reduce the computational complexity of a CNN by applying Tucker decomposition on pre-trained weights
cw2vec
基于字符训练词向量
decomp_attn_keras
Parikh et al., A Decomposable Attention Model for Natural Inference
Decompose-CNN
CP and Tucker decomposition for Convolutional Neural Networks
deploy_mnist_classification_using_flask
In this repository, we will see how to classify MNIST Handwritten digits using Keras and then deploy the model using flask to make predictions in web browser
encoder_decoder
Four styles of encoder decoder model by Python, Theano, Keras and Seq2Seq
FIB-Chatbot
A chatbot developed to help FIB students. It uses both NLP and Machine Learning techniques to answer questions.
G-Reader
2018年机器阅读理解技术竞赛总结，国内外1000多支队伍中BLEU-4评分排名第6， ROUGE-L评分排名第14。（未ensemble，未嵌入训练好的词向量，无dropout）
graduate_thesis_source
本人攻读计算机应用技术专业研究生学位的毕业论文及实现代码
Hadoop-1
Based on Hadoop 2.7.3, this is a Naive-Bayes Classifier.
JDDC-Baseline-Seq2Seq
JDDC基线模型Seq2Seq
JupyterNotebook
Jupyter Notebook Assignments etc.
Keras-Project-Template
A project template to simplify building and training deep learning models using Keras.
keras-resnet
:bullettrain_side: Residual wrapper for Keras
ktorch
PyTorch backend for Keras
NewStudents
For the new students who just join a NLP group
NJU_KBQA
基于知识库的开放域问答系统的相关工作
R-Net
Tensorflow Implementation of R-Net
R-NET-in-Keras
R-NET implementation in Keras.
RL-Chatbot
🤖 Deep Reinforcement Learning Chatbot
RNN-for-Joint-NLU
Tensorflow implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)
seq2seq
基于Pytorch的中文聊天机器人 集成BeamSearch算法
WordEmbeddings-Elmo-Fasttext-Word2Vec
Using pre trained word embeddings (Fasttext, Word2Vec)