dialogue-systems

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

FAQ-based Question Answering System

CakeChat: Emotional Generative Dialog System

A collection of research on knowledge graphs

基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口

This is the Plato Research Dialogue System, a flexible platform for developing conversational AI agents.

This repo contains implementation of different architectures for emotion recognition in conversations.

📖 Paper reading list in NLP, including dialogue systems, natural language generation and relevant topics (actively updating 🤗).

Source code for end-to-end dialogue model from the MultiWOZ paper (Budzianowski et al. 2018, EMNLP)

RNNLG is an open source benchmark toolkit for Natural Language Generation (NLG) in spoken dialogue system application domains. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.

MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversation

Node Based Dialogue System for Unity

word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, information extraction (i.e., entity, relation and event extraction), knowledge graph, text generation, network embedding

GoNorth is a story and content planning tool for RPGs and other open world games.

The Schema-Guided Dialogue Dataset

Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems

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.

ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems

Tensorflow Implementation of Knowledge-Guided CVAE for dialog generation ACL 2017. It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU

Merino is a narrative design tool that lets you write Yarn scripts inside the Unity Editor

Framework (inspired by Ren'Py) for story driven games in Godot.

A list of recent papers regarding dialogue generation

A Visual Dialogue Editor made using the Godot Engine

Node based dialogue system

unit-uskit

Attention-based multimodal fusion for sentiment analysis

A list of recent papers about Meta / few-shot learning methods applied in NLP areas.

PyTorch implementation for Interpretable Dialog Generation ACL 2018, It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU

IssuesにNLP（自然言語処理）に関連するの論文を読んだまとめを書いています．雑です．🚧 マークは編集中の論文です（事実上放置のものも多いです）．🍡 マークは概要のみ書いてます（早く見れる的な意味で団子）．