task-oriented dialogue system, especially for LLM, contain subtask: (1) intent-detection (2) slot filling (3) dialogue state tracking
-
Updated
Jul 9, 2024 - Python
task-oriented dialogue system, especially for LLM, contain subtask: (1) intent-detection (2) slot filling (3) dialogue state tracking
Evaluation code for various unsupervised automated metrics for Natural Language Generation.
ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems
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
Synthetic data generation for TODs
ACL'2023: Multi-Grained Knowledge Retrieval for End-to-End Task-Oriented Dialog
ACL'2023: Multi-Grained Knowledge Retrieval for End-to-End Task-Oriented Dialog
Official code and data release for Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning, accepted by findings of EACL 2024.
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System (ACL 2022)
EMNLP'2023: Retrieval-Generation Alignment for End-to-End Task-Oriented Dialogue System
Unified MultiWOZ evaluation scripts for the context-to-response task.
Multimodal TOD for Psychiatric Counseling
ADvISER is a flexible framework to encourage task-oriented dialog system research & development
Source code for Dialogue State Tracking with a Language Model using Schema-Driven Prompting
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
Dialogue State Tracking (DST) Papers, Datasets, Resources 🤩
BotSIM - a data-efficient end-to-end Bot SIMulation toolkit for evaluation, diagnosis, and improvement of commercial chatbots
Mr. Hungry is a task-oriented food recommending chatbot that is designed to help users find the perfect meal based on their preferences and dietary restrictions. Whether you are looking for a quick snack or a full meal, Mr. Hungry can help you find the perfect dish in no time.
Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog
Add a description, image, and links to the task-oriented-dialogue topic page so that developers can more easily learn about it.
To associate your repository with the task-oriented-dialogue topic, visit your repo's landing page and select "manage topics."