task-oriented-dialogue

There are 61 repositories under task-oriented-dialogue topic.

  • Maluuba/nlg-eval

    Evaluation code for various unsupervised automated metrics for Natural Language Generation.

    Language:Python1.4k27115224

  • zqhZY/_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:Python4992353227

  • thu-coai/ConvLab-2

    ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems

    Language:Python46421119137

  • howl-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

    2415768

  • 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 Notebook1989550

  • yukyunglee/Awesome-Dialogue-State-Tracking

    Dialogue State Tracking (DST) Papers, Datasets, Resources 🤩

    1905120

  • awslabs/pptod

    Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System (ACL 2022)

    Language:Python16081829

  • LeePleased/StackPropagation-SLU

    Open source code for EMNLP-19 Paper "A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding".

    Language:Python1476839

  • sz128/NLU_datasets_with_task_oriented_dialogue

    datasets of natural language understanding and dialogue state tracking

    1458019

  • bansky-cl/tods-arxiv-daily-paper

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

    Language:Python1231016
  • botsim

    salesforce/botsim

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

    Language:Jupyter Notebook116728

  • 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:Python10811712

  • LooperXX/DF-Net

    Open source code for ACL 2020 Paper "Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog"

    Language:Python1045222

  • LooperXX/AGIF

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

    Language:Python8631030

  • CYang828/xbot

    Task-oriented Chatbot

    Language:Python853546

  • zlinao/MinTL

    MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems

    Language:Python672616

  • smartyfh/MultiWOZ2.4

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

    Language:Python662107

  • Chia-Hsuan-Lee/DST-as-Prompting

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

    Language:Python655913

  • DigitalPhonetics/adviser

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

    Language:Python59102234

  • Tomiinek/MultiWOZ_Evaluation

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

    Language:Python594612

  • 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:Python37201

  • smartyfh/DST-STAR

    Slot Self-Attentive Dialogue State Tracking

    Language:Python3711213

  • grill-lab/OAT

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

    Language:Python35502

  • LooperXX/ProSLU

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

    Language:Python35214

  • zgd716/chatbot

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

    Language:Python332112

  • zliucr/mixed-language-training

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

    Language:Python31456

  • vpegasus/xuesebot

    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

    Language:Python27126

  • YC-wind/Dialogue_System_DEMO

    QA、CHAT、Task-Oriented简单的demo实现

    Language:JavaScript27505

  • ZhenwenZhang/Slot_Filling

    Latest research advances on semantic slot filling.

    25213

  • zliucr/Crosslingual-NLU

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

    Language:Python24325

  • algoprog/SynTOD

    Synthetic data generation for TODs

    Language:Python23201

  • andreamad8/TASK-ORIENTED-LM-FEWSHOT

    Language Models as Few-Shot Learner for Task-Oriented Dialogue Systems

    Language:Python22211

  • didi/MEEP

    End-to-end framework to build automatic agents (chatbots) for task-oriented dialogs

    Language:Python18823

  • zliucr/crosslingual-slu

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

    Language:Python18211

  • siat-nlp/DDMN

    Code and data for the paper "Dual Dynamic Memory Network for End-to-End Multi-turn Task-oriented Dialog Systems".

    Language:Python13235

  • smartyfh/DST-ASSIST

    ASSIST: Towards Label Noise-Robust Dialogue State Tracking

    Language:Python10120