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a-hierarchical-latent-structure-for-variational-conversation-modeling

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

acl2018_graph2seq

Code for "Graph-to-Sequence Learning using Gated Graph Neural Networks"

bert-as-service

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

bert-pytorch

Google AI 2018 BERT pytorch implementation

bi-att-flow

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 achieve a query-aware context representation without early summarization.

bidaf-pytorch

Re-implementation of BiDAF(Bidirectional Attention Flow for Machine Comprehension, Minjoon Seo et al., ICLR 2017) on PyTorch.

co-attention

Pytorch implementation of "Dynamic Coattention Networks For Question Answering"

commonsensemultihopqa

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

conversationalrobotdesign

对话机器人（聊天机器人）设计思考

cove

deep_learning_nlp

Keras Implementations of Deep Learning Architectures for NLP

deepke

基于深度学习的开源中文关系抽取框架

deepqa

My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot

dialogue

drqa

Reading Wikipedia to Answer Open-Domain Questions

focal_loss_pytorch

A PyTorch Implementation of Focal Loss.

focalloss_for_multiclass

Focal loss for multiple class classification

fusionnet-nli

An example for applying FusionNet to Natural Language Inference

gluon-nlp

NLP made easy

guyu

pre-training and fine-tuning framework for text generation

hnatt

Train and visualize Hierarchical Attention Networks

hran

hub

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

ideas

jack

Jack the Reader

neural-dialogue-generation

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

pytorch-pretrained-bert

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

qa-transfer

Implementation of "Question Answering through Transfer Learning from Large Fine-grained Supervision Data"

qanet-pytorch

A PyTorch implementation of QANet.