task-oriented-dialogue

There are 11 repositories under task-oriented-dialogue topic.

Maluuba / nlg-eval
Evaluation code for various unsupervised automated metrics for Natural Language Generation.
natural-language-generation natural-language-processing nlg nlp evaluation bleu bleu-score meteor cider rouge rouge-l task-oriented-dialogue machine-translation dialog dialogue skip-thought-vectors skip-thoughts
Language:Python 1391
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.
cahbot chinese ivr rasa-core rasa-nlu task-oriented-dialogue
Language:Python 499
thu-coai / ConvLab-2
ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems
dialogue task-oriented-dialogue dialogue-systems
Language:Python 464
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
chinese-chatbot weather-bot chinese-nlp task-oriented-dialogue chatbot chatbot-application
242
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)
intent slot-filling task-oriented-dialogue nlu rnn lstm attention encoder-decoder
Language:Jupyter Notebook 198
yukyunglee / Awesome-Dialogue-State-Tracking
Dialogue State Tracking (DST) Papers, Datasets, Resources 🤩
nlp tod task-oriented-dialogue dialogue-state-tracking dst
193
awslabs / pptod
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System (ACL 2022)
pretrained-models task-oriented-dialogue plugandplay
Language:Python 160
LeePleased / StackPropagation-SLU
Open source code for EMNLP-19 Paper "A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding".
slot-filling intent-detection pytorch spoken-language-understanding slu task-oriented-dialogue
Language:Python 147
sz128 / NLU_datasets_with_task_oriented_dialogue
datasets of natural language understanding and dialogue state tracking
task-oriented-dialogue datasets multi-domain cross-domain
145
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
dst task-oriented-dialogue tod
Language:Python 129
botsim
salesforce / botsim
BotSIM - a data-efficient end-to-end Bot SIMulation toolkit for evaluation, diagnosis, and improvement of commercial chatbots
task-oriented-dialogue chatbot dialog-simulator dialogflow-chatbot liveagent salesforce-bot testing bot-testing dialogue-systems paraphrase-generation
Language:Jupyter Notebook 115
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"
pre-trained-model dialogue-generation task-oriented-dialogue semi-supervised
Language:Python 108
LooperXX / DF-Net
Open source code for ACL 2020 Paper "Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog"
end-to-end task-oriented-dialogue dialogue-systems multi-domain
Language:Python 104
LooperXX / AGIF
Open source code for EMNLP 2020 Findings Paper "AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling"
spoken-language-understanding intent-detection dialogue-systems task-oriented-dialogue end-to-end multi-intent slot-filling
Language:Python 86
CYang828 / xbot
Task-oriented Chatbot
chatbot task-oriented-dialogue conversational-ai nlp nlu dialogue-manager nlg
Language:Python 85
smartyfh / MultiWOZ2.4
MultiWOZ 2.4: A Multi-Domain Task-Oriented Dialogue Dataset
task-oriented-dialogue dialogue-state-tracking noisy-label-learning
Language:Python 67
zlinao / MinTL
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems
task-oriented-dialogue transfer-learning language-model transformer
Language:Python 67
Chia-Hsuan-Lee / DST-as-Prompting
Source code for Dialogue State Tracking with a Language Model using Schema-Driven Prompting
dialogue dialogue-state-tracking natural-language-processing prompt-tuning prompting schema seq2seq t5 task-oriented-dialogue
Language:Python 65
DigitalPhonetics / adviser
ADvISER is a flexible framework to encourage task-oriented dialog system research & development
dialogue-systems framework machine-learning reinforcement-learning task-oriented-dialogue dialogue toolkit multimodal
Language:Python 60
Tomiinek / MultiWOZ_Evaluation
Unified MultiWOZ evaluation scripts for the context-to-response task.
evaluation natural-language-processing task-oriented-dialogue dialogue-systems dialogue
Language:Python 59
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.
nlp pytorch t5 task-oriented-dialogue user-simulation sigir2022 user-satisfaction utterance-generation
Language:Python 37
smartyfh / DST-STAR
Slot Self-Attentive Dialogue State Tracking
dialogue-state-tracking task-oriented-dialogue
Language:Python 37
grill-lab / OAT
An open source toolkit for multimodal generative conversational task assistants, helping assist people with real-world complex tasks
artifical-intelligence conversational-agents machine-learning nlp-machine-learning question-answering virtual-assistant-framework task-oriented-dialogue
Language:Python 35
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"
intent-detection slot-filling spoken-language-understanding dialogue-systems task-oriented-dialogue complex-slu
Language:Python 35
zgd716 / chatbot
kbqa task-oriented qa seq2seq ir neo4j jena seq2seq tf chatbot chat
kbqa task-oriented-dialogue seq2seq chatbot neo4j qa py2neo bot
Language:Python 33
zliucr / mixed-language-training
Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems (AAAI-2020)
cross-lingual zero-shot task-oriented-dialogue low-resource multilingual nlu dst
Language:Python 31
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
chatbot chitchat dialogpt gpt2-chatbot rasa-chatbot spoken-dialogue-systems task-oriented-dialogue vad paddlespeech rasa kbqa kgqa neo4j
Language:Python 27
YC-wind / Dialogue_System_DEMO
QA、CHAT、Task-Oriented简单的demo实现
dialogue dialogue-systems qa chat task-oriented-dialogue kg
Language:JavaScript 27
ZhenwenZhang / Slot_Filling
Latest research advances on semantic slot filling.
slot-filling nlp deep-learning task-oriented-dialogue
25
zliucr / Crosslingual-NLU
Zero-shot Cross-lingual Task-Oriented Dialogue Systems (EMNLP 2019)
cross-lingual zero-shot task-oriented-dialogue natural-language-understanding nlu low-resource multilingual
Language:Python 24
algoprog / SynTOD
Synthetic data generation for TODs
data-generation llms task-oriented-dialogue
Language:Python 23
andreamad8 / TASK-ORIENTED-LM-FEWSHOT
Language Models as Few-Shot Learner for Task-Oriented Dialogue Systems
few-shot-learning task-oriented-dialogue nlu dst speech-acts act nlg natural-language-generation dialogue-state-tracking natural-language-understanding
Language:Python 22
zliucr / crosslingual-slu
EMNLP-2020: Cross-lingual Spoken Language Understanding with Regularized Representation Alignment
cross-lingual multilingual dialogue spoken-language-understanding slu task-oriented-dialogue low-resource few-shot zero-shot
Language:Python 18
siat-nlp / DDMN
Code and data for the paper "Dual Dynamic Memory Network for End-to-End Multi-turn Task-oriented Dialog Systems".
task-oriented-dialogue dialogue-generation memory-network
Language:Python 13
smartyfh / DST-ASSIST
ASSIST: Towards Label Noise-Robust Dialogue State Tracking
dialogue-state-tracking task-oriented-dialogue
Language:Python 10
18907305772 / MAKER
ACL'2023: Multi-Grained Knowledge Retrieval for End-to-End Task-Oriented Dialog
machine-learning task-oriented-dialogue retrieval-augmented-generation
Language:Python 9

task-oriented-dialogue

Maluuba / nlg-eval

zqhZY / _rasa_chatbot

thu-coai / ConvLab-2

howl-anderson / WeatherBot

DSKSD / RNN-for-Joint-NLU

yukyunglee / Awesome-Dialogue-State-Tracking

awslabs / pptod

LeePleased / StackPropagation-SLU

sz128 / NLU_datasets_with_task_oriented_dialogue

bansky-cl / tods-arxiv-daily-paper

salesforce / botsim

siat-nlp / GALAXY

LooperXX / DF-Net

LooperXX / AGIF

CYang828 / xbot

smartyfh / MultiWOZ2.4

zlinao / MinTL

Chia-Hsuan-Lee / DST-as-Prompting

DigitalPhonetics / adviser

Tomiinek / MultiWOZ_Evaluation

kimdanny / user-simulation-t5

smartyfh / DST-STAR

grill-lab / OAT

LooperXX / ProSLU

zgd716 / chatbot

zliucr / mixed-language-training

vpegasus / xuesebot

YC-wind / Dialogue_System_DEMO

ZhenwenZhang / Slot_Filling

zliucr / Crosslingual-NLU

algoprog / SynTOD

andreamad8 / TASK-ORIENTED-LM-FEWSHOT

zliucr / crosslingual-slu

siat-nlp / DDMN

smartyfh / DST-ASSIST

18907305772 / MAKER