Evaluation code for various unsupervised automated metrics for Natural Language Generation.

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.

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

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

Pytorch implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)

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

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

Open source code for EMNLP-19 Paper "A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding".

datasets of natural language understanding and dialogue state tracking

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

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"

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

Task-oriented Chatbot

Open source code for EMNLP 2020 Findings Paper "AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling"

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

MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems

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

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

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

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