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The Top 21 Python Task Oriented Dialogue Open Source Projects

Open source projects categorized as Python Task Oriented Dialogue
Categories > Task Oriented Dialogue
Nlg Eval ⭐ 1,265
Evaluation code for various unsupervised automated metrics for Natural Language Generation.
most recent commit 4 months ago
Convlab 2 ⭐ 422
ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems
most recent commit 10 months ago
_rasa_chatbot ⭐ 407
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.
most recent commit 3 years ago
Tod Bert ⭐ 277
Pre-Trained Models for ToD-BERT
most recent commit 9 months ago
Pptod ⭐ 132
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System (ACL 2022)
most recent commit a year ago
Df Net ⭐ 85
Open source code for ACL 2020 Paper "Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog"
most recent commit 2 years ago
Stackpropagation Slu ⭐ 84
Open source code for EMNLP-19 Paper "A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding".
most recent commit 3 years ago
Adviser ⭐ 56
ADvISER is a flexible framework to encourage task-oriented dialog system research & development
most recent commit 10 months ago
Galaxy ⭐ 53
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"
most recent commit 2 years ago
Dst As Prompting ⭐ 52
Source code for Dialogue State Tracking with a Language Modelusing Schema-Driven Prompting
most recent commit 9 months ago
Multiwoz_evaluation ⭐ 51
Unified MultiWOZ evaluation scripts for the context-to-response task.
most recent commit 6 months ago
Multiwoz2.4 ⭐ 37
MultiWOZ 2.4: A Multi-Domain Task-Oriented Dialogue Dataset
most recent commit a year ago
Mintl ⭐ 36
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems
most recent commit 3 years ago
Agif ⭐ 35
Open source code for EMNLP 2020 Findings Paper "AGIF: An Adaptive Graph-Interactive Framework for Joint MultipleIntent Detection and Slot Filling"
most recent commit 2 years ago
User Simulation T5 ⭐ 30
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.
most recent commit 2 years ago
Crosslingual Nlu ⭐ 18
Zero-shot Cross-lingual Task-Oriented Dialogue Systems (EMNLP 2019)
most recent commit 4 years ago
Mixed Language Training ⭐ 15
Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems
most recent commit 4 years ago
Q20 Deeprl ⭐ 12
Playing 20 Question Game with Policy-Based Reinforcement Learning
most recent commit 3 years ago
Dialokg ⭐ 11
PyTorch code for NAACL 2022 paper: DialoKG: Knowledge-Structure Aware Task-Oriented Dialogue Generation (https://aclanthology.org/2022.findings-naacl.195/
most recent commit a year ago
Meep ⭐ 10
End-to-end framework to build automatic agents (chatbots) for task-oriented dialogs
most recent commit 3 years ago
Ddmn ⭐ 9
Code and data for the paper "Dual Dynamic Memory Network for End-to-End Multi-turn Task-oriented Dialog Systems".
most recent commit 2 years ago
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