task-oriented-dialogue 开源项目推荐（70 个）

Maluuba /nlg-eval

用于自然语言生成的各种无监督自动化指标的评估代码。

zqhZY /_rasa_chatbot

A Chinese task oriented chatbot in IVR(Interactive Voice Response) domain, implement by rasa. This is a demo with toy dataset, more data should be added for performance.

thu-coai /ConvLab-2

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

howl-anderson /WeatherBot

一个基于 Rasa 的中文天气情况问询机器人(chatbot), 带 Web UI 界面

DSKSD /RNN-for-Joint-NLU

“用于联合意图检测和槽填充的基于注意力的循环神经网络模型”的 Pytorch 实现（https://arxiv.org/abs/1609.01454）

yukyunglee /Awesome-Dialogue-State-Tracking

Dialogue State Tracking (DST) Papers, Datasets, Resources 🤩

awslabs /pptod

Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System (ACL 2022)

sz128 /NLU_datasets_with_task_oriented_dialogue

datasets of natural language understanding and dialogue state tracking

LeePleased /StackPropagation-SLU

EMNLP-19 论文“用于口语理解的带词级意图检测的栈传播框架”的开源代码。

bansky-cl /tods-arxiv-daily-paper

task-oriented dialogue system, especially for LLM, contain subtask: (1) intent-detection (2) slot filling (3) dialogue state tracking

salesforce /botsim

BotSIM - a data-efficient end-to-end Bot SIMulation toolkit for evaluation, diagnosis, and improvement of commercial chatbots

siat-nlp /GALAXY

Official repository of the AAAI'2022 paper "GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy Injection"

LooperXX /DF-Net

Open source code for ACL 2020 Paper "Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog"

LooperXX /AGIF

EMNLP 2020 Findings 论文《AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling》的开源代码

CYang828 /xbot

Task-oriented Chatbot

smartyfh /MultiWOZ2.4

MultiWOZ 2.4: A Multi-Domain Task-Oriented Dialogue Dataset

zlinao /MinTL

MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems

Chia-Hsuan-Lee /DST-as-Prompting

Source code for Dialogue State Tracking with a Language Model using Schema-Driven Prompting

DigitalPhonetics /adviser

ADvISER is a flexible framework to encourage task-oriented dialog system research & development

Tomiinek /MultiWOZ_Evaluation

Unified MultiWOZ evaluation scripts for the context-to-response task.