Zichao Li's repositories
admission_faq
软微新生入学常见问题
awesome-question-answering
Resources, datasets, papers on Question Answering
bi-lstm-crf-ner-tf2.0
Named Entity Recognition (NER) task using Bi-LSTM-CRF model implemented in Tensorflow 2.0(tensorflow2.0 +)
Causal_Relation_Extraction
Causal Relation Extraction and Identification using Conditional Random Fields
chinese_chatbot_corpus
中文公开聊天语料库
Custom-Optimizer-in-TensorFlow
Custom Optimizer in TensorFlow(定义你自己的Tensorflow Optimizer)
Data-Competition-TopSolution
Data competition Top Solution 数据竞赛top解决方案开源整理
emnlp2017-bilstm-cnn-crf
BiLSTM-CNN-CRF architecture for sequence tagging
faiss_note
faiss wiki in chinese.
Google-KickStart
Google KickStart 刷题记录
Intrusion-Detection-on-NSL-KDD
Unofficial repo of the research paper ”An Intrusion Detection System Using a Deep Neural Network with Gated Recurrent Units“. Developed using Keras, the deep learning model uses GRU / MLP.
MultiTurnResponseSelection
This repo contains our ACL 2017 paper data and source code
named_entity_recognition
中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）
python_deep_learning_introduction
《深度学习入门——基于Python的理论与实现》
pytorch-grad-norm
Pytorch implementation of the GradNorm. GradNorm addresses the problem of balancing multiple losses for multi-task learning by learning adjustable weight coefficients.
PyTorchDocs
PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！
QA-deep-learning
tensorflow and theano cnn code for insurance QA(question Answer matching)
tensorflow2-generative-models
Implementations of a number of generative models in Tensorflow 2. GAN, VAE, Seq2Seq, VAEGAN, GAIA, Spectrogram Inversion. Everything is self contained in a jupyter notebook for easy export to colab.
tianchi_nl2sql
追一科技首届中文NL2SQL挑战赛决赛第3名方案+代码
TransformerCrf
TransformerCrf for NER
udacity-cs344-colab
Google Colab Notebooks for Udacity CS344 - Intro to Parallel Programming