Popular GitHub Repositories for Task Oriented Dialogue

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

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

Task-oriented Chatbot

MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems

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

Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems (AAAI-2020)

一个关于血色衣冠的对话机器人， 基于 Rasa, 可语音与机器人对话

Zero-shot Cross-lingual Task-Oriented Dialogue Systems (EMNLP 2019)

Synthetic data generation for TODs

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"

EMNLP-2020: Cross-lingual Spoken Language Understanding with Regularized Representation Alignment

ACL'2023: Multi-Grained Knowledge Retrieval for End-to-End Task-Oriented Dialog

Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog

AI chat agent that manipulates humans for its own purposes. task-oriented dialogue system with state machine using openai API gpt-4, gpt-3.5, and other LLMs