基于深度学习的开源中文关系抽取框架

pre-training and fine-tuning framework for text generation

Focal loss for multiple class classification

中文常用停用词表（哈工大停用词表、百度停用词表等）

A PyTorch Implementation of Focal Loss.

Natural Language Processing Tutorial for Deep Learning Researchers

Code for EMNLP 2018 paper "Commonsense for Generative Multi-Hop Question Answering Tasks"

A system for parallel and distributed Python that unifies the ML ecosystem.

Mapping a variable-length sentence to a fixed-length vector using BERT model

A library for transfer learning by reusing parts of TensorFlow models.

NLP made easy

A PyTorch implementation of Google AI's BERT model with script to load Google's pre-trained models

This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date …

Latent Alignment and Variational Attention

Google AI 2018 BERT pytorch implementation

Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to …

Must-read papers on Machine Reading Comprehension

Pytorch implementation of "Dynamic Coattention Networks For Question Answering"

对话机器人（聊天机器人）设计思考

PyTorch Implementation of "A Hierarchical Latent Structure for Variational Conversation Modeling" (NAACL 2018 Oral)

A PyTorch implementation of QANet.

Jack the Reader

Keras Implementations of Deep Learning Architectures for NLP

R-net in PyTorch

Reading Wikipedia to Answer Open-Domain Questions

Train and visualize Hierarchical Attention Networks