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

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".

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

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"

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

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

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

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

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

Slot Self-Attentive Dialogue State Tracking

Official Code for SIGIR 2022 "A Multi-task Based Neural Model to Simulate Users in Goal Oriented Dialogue Systems". User Simulator generates user-side utterance, predicts user's next action and satisfaction level.

Open source code and data for AAAI 2022 Oral Paper "Text is no more Enough! A Benchmark for Profile-based Spoken Language Understanding"

An open source toolkit for multimodal generative conversational task assistants, helping assist people with real-world complex tasks

kbqa task-oriented qa seq2seq ir neo4j jena seq2seq tf chatbot chat