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rl-conversation's Projects

awesome-nlp-chinese-corpus

A curated list of resources of chinese corpora for NLP(Natural Language Processing)

awesome-text-summarization

The guide to tackle with the Text Summarization

bertviz

Tool for visualizing attention in the Transformer model (BERT, GPT-2, and XLNet)

chatito

🎯🗯 Generate datasets for AI chatbots, NLP tasks, named entity recognition or text classification models using a simple DSL!

ddq

Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning

deep-q-learning

Minimal Deep Q Learning (DQN & DDQN) implementations in Keras

deep-rl-keras

Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)

dialog-system-with-task-retrieval-and-seq2seq

「2018 JDDC」对话大赛亚军解决方案

dialogue_system_in_industry

工业界的对话系统工作总结和思考（轻学术，重工业的思考）。主要内容包括个人的思考和对工业界方案的分析，评论，整合。

dqn_ddqn_dueling_and_ddpg_tensorflow

Tensorflow + OpenAI Gym implementation of Deep Q-Network (DQN), Double DQN (DDQN), Dueling Network and Deep Deterministic Policy Gradient (DDPG)

e2e_dialog_challenge

End-To-End Task-Completion Dialogue Challenge

few_shot_learning

classical model code implementation of few-shot/one-shot lenaring, including siamese network, prototypical network, relation network, induction network

gpt2-chitchat

GPT2 for Chinese chitchat/用于中文闲聊的GPT2模型(实现了DialoGPT的MMI**)

neural-belief-tracker

Fully Statistical Neural Belief Tracker (Mrkšić and Vulić, ACL 2018)

NNDial is an open source toolkit for building end-to-end trainable task-oriented dialogue models. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.

rasa

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

seq2seqdataaugmentationforlu

This repo is code for the COLING 2018 paper: Sequence-to-sequence Data Augmentation for Dialogue Language Understanding.

service-streamer

Boosting your Web Services of Deep Learning Applications.

summarunner

Tensorflow implementation of SummaRuNNer

task-oriented-dialogue-dataset-survey

A dataset survey about task-oriented dialogue, including recent datasets and SoA results & papers.

tc-bot

User Simulation for Task-Completion Dialogues

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