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acer

Actor-critic with experience replay

acl2018_graph2seq

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

acl2020-openqa-tutorial

ACL2020 Tutorial: Open-Domain Question Answering

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

awesome-qa

😎 A curated list of the Question Answering (QA)

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

blanc

chatbot-memn2n-tensorflow

Tensorflow Implementation of Learning End-to-End Goal-Oriented Dialog.

cocoa

Framework for learning dialogue agents in a two-player game setting.

debias

Methods of training NLP models to ignored biased strategies

deeplearningexamples

Deep Learning Examples

deeppath

code and docs for the paper "DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning"

deeppavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

deeprl

Highly modularized implementation of popular deep RL algorithms by PyTorch

dialog-to-action

The code for the 2018 NeurIPS paper "Dialog-to-Action: Conversational Question Answering Over a Large-Scale Knowledge Base"

dialogstatetracking

Dialog State Tracking using End-to-End Neural Networks

dialogue-based-anti-fraud

Code and data for EMNLP-IJCNLP 2019 paper "Are You for Real? Detecting Identity Fraud via Dialogue Interactions"

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

dpl_release

This is for code for paper: Deep Probabilistic Logic: A Unifying Framework for Indirect Supervision, EMNLP 2018

empatheticdialogues

Dialogue model that produces empathetic responses when trained on the EmpatheticDialogues dataset.

end-to-end-negotiator

Deal or No Deal? End-to-End Learning for Negotiation Dialogues

end2end_dialog

ICASSP2017: End-to-end joint learning of natural language understanding and dialogue manager

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

experiment

fasttext

Library for fast text representation and classification.

gated-graph-neural-network-samples

Sample Code for Gated Graph Neural Networks

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

generative_qa

Generative Question Answering

gp-rl

Simple DEMO of GPSARSA reinforcement learning