task-oriented-dialogue
There are 12 repositories under task-oriented-dialogue topic.
Maluuba / nlg-eval
Evaluation code for various unsupervised automated metrics for Natural Language Generation.
Language:Python 1300zqhZY / _rasa_chatbot
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.
Language:Python 493thu-coai / ConvLab-2
ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems
Language:Python 443howl-anderson / WeatherBot
一个基于 Rasa 的中文天气情况问询机器人(chatbot), 带 Web UI 界面
DSKSD / RNN-for-Joint-NLU
Pytorch implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)
Language:Jupyter Notebook 197yukyunglee / Awesome-Dialogue-State-Tracking
Dialogue State Tracking (DST) Papers, Datasets, Resources 🤩
- Language:Python 151
LeePleased / StackPropagation-SLU
Open source code for EMNLP-19 Paper "A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding".
Language:Python 143sz128 / NLU_datasets_with_task_oriented_dialogue
datasets of natural language understanding and dialogue state tracking
- botsim
salesforce / botsim
BotSIM - a data-efficient end-to-end Bot SIMulation toolkit for evaluation, diagnosis, and improvement of commercial chatbots
Language:Jupyter Notebook 113 siat-nlp / GALAXY
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"
Language:Python 105LooperXX / DF-Net
Open source code for ACL 2020 Paper "Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog"
Language:Python 104- Language:Python 81
Open source code for EMNLP 2020 Findings Paper "AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling"
Language:Python 70- Language:Python 66
Chia-Hsuan-Lee / DST-as-Prompting
Source code for Dialogue State Tracking with a Language Model using Schema-Driven Prompting
Language:Python 61smartyfh / MultiWOZ2.4
MultiWOZ 2.4: A Multi-Domain Task-Oriented Dialogue Dataset
Language:Python 58DigitalPhonetics / adviser
ADvISER is a flexible framework to encourage task-oriented dialog system research & development
Language:Python 55Tomiinek / MultiWOZ_Evaluation
Unified MultiWOZ evaluation scripts for the context-to-response task.
Language:Python 54- Language:Python 37
kimdanny / user-simulation-t5
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.
Language:Python 36- Language:Python 33
zliucr / mixed-language-training
Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems (AAAI-2020)
Language:Python 32grill-lab / OAT
An open source toolkit for multimodal generative conversational task assistants, helping assist people with real-world complex tasks
Language:Python 31Open source code and data for AAAI 2022 Oral Paper "Text is no more Enough! A Benchmark for Profile-based Spoken Language Understanding"
Language:Python 31- Language:Python 26
YC-wind / Dialogue_System_DEMO
QA、CHAT、Task-Oriented简单的demo实现
Language:JavaScript 26ZhenwenZhang / Slot_Filling
Latest research advances on semantic slot filling.
Zero-shot Cross-lingual Task-Oriented Dialogue Systems (EMNLP 2019)
Language:Python 23andreamad8 / TASK-ORIENTED-LM-FEWSHOT
Language Models as Few-Shot Learner for Task-Oriented Dialogue Systems
Language:Python 22- Language:Python 18
EMNLP-2020: Cross-lingual Spoken Language Understanding with Regularized Representation Alignment
Language:Python 18Code and data for the paper "Dual Dynamic Memory Network for End-to-End Multi-turn Task-oriented Dialog Systems".
Language:Python 13ASSIST: Towards Label Noise-Robust Dialogue State Tracking
Language:Python 10Jiahuan-Pei / CoMemNN
This is the source code of the paper "A Cooperative Memory Network for Personalized Task-oriented Dialogue Systems with Incomplete User Profiles", accepted by TheWebConf 2021.
Language:Python 9MetaASSIST: Robust Dialogue State Tracking with Meta Learning
Language:Python 8
