Topic: "task-oriented-dialogue"
Maluuba/nlg-eval
Evaluation code for various unsupervised automated metrics for Natural Language Generation.
Language: Python - Size: 92.2 MB - Last synced at: 11 days ago - Pushed at: 8 months ago - Stars: 1,374 - Forks: 224
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: Python - Size: 33 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 484 - Forks: 228
thu-coai/ConvLab-2
ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems
Language: Python - Size: 348 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 427 - Forks: 130
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
Size: 97.6 MB - Last synced at: about 1 month ago - Pushed at: about 6 years ago - Stars: 237 - Forks: 68
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 - Size: 177 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 198 - Forks: 51
yukyunglee/Awesome-Dialogue-State-Tracking
Dialogue State Tracking (DST) Papers, Datasets, Resources 🤩
Size: 2.15 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 162 - Forks: 20
awslabs/pptod
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System (ACL 2022)
Language: Python - Size: 2.91 MB - Last synced at: 4 days ago - Pushed at: over 1 year ago - Stars: 159 - Forks: 29
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 - Size: 2.39 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 139 - Forks: 36
sz128/NLU_datasets_with_task_oriented_dialogue
datasets of natural language understanding and dialogue state tracking
Size: 55.7 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 137 - Forks: 19
salesforce/botsim
BotSIM - a data-efficient end-to-end Bot SIMulation toolkit for evaluation, diagnosis, and improvement of commercial chatbots
Language: Jupyter Notebook - Size: 18.6 MB - Last synced at: 7 days ago - Pushed at: almost 2 years ago - Stars: 114 - Forks: 8
LooperXX/DF-Net
Open source code for ACL 2020 Paper "Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog"
Language: Python - Size: 136 MB - Last synced at: 11 months ago - Pushed at: over 3 years ago - Stars: 104 - Forks: 22
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: Python - Size: 521 KB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 96 - Forks: 6
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 - Size: 328 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 88 - Forks: 10
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: Python - Size: 53.5 MB - Last synced at: 14 days ago - Pushed at: over 3 years ago - Stars: 82 - Forks: 29
CYang828/xbot
Task-oriented Chatbot
Language: Python - Size: 20.5 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 81 - Forks: 49
zlinao/MinTL
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems
Language: Python - Size: 29.9 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 66 - Forks: 19
Chia-Hsuan-Lee/DST-as-Prompting
Source code for Dialogue State Tracking with a Language Model using Schema-Driven Prompting
Language: Python - Size: 24.8 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 62 - Forks: 12
DigitalPhonetics/adviser
ADvISER is a flexible framework to encourage task-oriented dialog system research & development
Language: Python - Size: 32.4 MB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 59 - Forks: 34
Tomiinek/MultiWOZ_Evaluation
Unified MultiWOZ evaluation scripts for the context-to-response task.
Language: Python - Size: 7.29 MB - Last synced at: 11 months ago - Pushed at: over 1 year ago - Stars: 54 - Forks: 12
smartyfh/MultiWOZ2.4
MultiWOZ 2.4: A Multi-Domain Task-Oriented Dialogue Dataset
Language: Python - Size: 26.7 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 44 - Forks: 7
smartyfh/DST-STAR
Slot Self-Attentive Dialogue State Tracking
Language: Python - Size: 3.58 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 35 - Forks: 13
zgd716/chatbot
kbqa task-oriented qa seq2seq ir neo4j jena seq2seq tf chatbot chat
Language: Python - Size: 2.87 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 33 - Forks: 12
grill-lab/OAT
An open source toolkit for multimodal generative conversational task assistants, helping assist people with real-world complex tasks
Language: Python - Size: 16.2 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 31 - Forks: 2
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: Python - Size: 6.08 MB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 31 - Forks: 4
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 - Size: 14.8 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 31 - Forks: 1
zliucr/mixed-language-training
Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems (AAAI-2020)
Language: Python - Size: 14.5 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 31 - Forks: 5
YC-wind/Dialogue_System_DEMO
QA、CHAT、Task-Oriented简单的demo实现
Language: JavaScript - Size: 22.2 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 27 - Forks: 5
ZhenwenZhang/Slot_Filling
Latest research advances on semantic slot filling.
Size: 10.7 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 26 - Forks: 3
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: Python - Size: 787 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 23 - Forks: 5
zliucr/Crosslingual-NLU
Zero-shot Cross-lingual Task-Oriented Dialogue Systems (EMNLP 2019)
Language: Python - Size: 50.2 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 23 - Forks: 5
andreamad8/TASK-ORIENTED-LM-FEWSHOT
Language Models as Few-Shot Learner for Task-Oriented Dialogue Systems
Language: Python - Size: 82.1 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 19 - Forks: 1
didi/MEEP
End-to-end framework to build automatic agents (chatbots) for task-oriented dialogs
Language: Python - Size: 14.7 MB - Last synced at: 10 months ago - Pushed at: over 4 years ago - Stars: 18 - Forks: 3
zliucr/crosslingual-slu
EMNLP-2020: Cross-lingual Spoken Language Understanding with Regularized Representation Alignment
Language: Python - Size: 17.9 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 18 - Forks: 1
siat-nlp/DDMN
Code and data for the paper "Dual Dynamic Memory Network for End-to-End Multi-turn Task-oriented Dialog Systems".
Language: Python - Size: 5.4 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 13 - Forks: 5
algoprog/SynTOD
Synthetic data generation for TODs
Language: Python - Size: 58.2 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 12 - Forks: 0
smartyfh/DST-ASSIST
ASSIST: Towards Label Noise-Robust Dialogue State Tracking
Language: Python - Size: 12.9 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 10 - Forks: 1
Jiahuan-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 - Size: 441 KB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 8 - Forks: 2
18907305772/MAKER
ACL'2023: Multi-Grained Knowledge Retrieval for End-to-End Task-Oriented Dialog
Language: Python - Size: 358 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 1
smartyfh/DST-MetaASSIST
MetaASSIST: Robust Dialogue State Tracking with Meta Learning
Language: Python - Size: 4.12 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 0
Superbooming/simtester
Simtester is an open-source toolkit for evaluating user simulator of task-oriented dialogue system(TOD).
Language: Python - Size: 408 KB - Last synced at: 6 days ago - Pushed at: about 2 years ago - Stars: 6 - Forks: 0
phlippe/P2_Net
Official repository of the paper "Diversifying Dialogue Response Generation with Prototype Guided Paraphrasing"
Language: Python - Size: 45.2 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 3
UKPLab/emnlp2024-learning-from-feedback-emotions-demographics-in-tod
This is the repository for the paper "Learning from Implicit User Feedback, Emotions and Demographic Information in Task-Oriented and Document-Grounded Dialogues", which appears in EMNLP 2024 Findings.
Language: Python - Size: 869 KB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 5 - Forks: 0
umanlp/Multi2WOZ Fork of chiachienhung/Multi2WOZ
Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog
Language: Python - Size: 135 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 5 - Forks: 0
google/task-oriented-queries
Task-oriented queries (e.g., one-shot queries to play videos, order food, or call a taxi) are crucial for assessing the quality of virtual assistants, chatbots, and other large language model (LLM)-based services.
Size: 740 KB - Last synced at: 3 days ago - Pushed at: 10 months ago - Stars: 4 - Forks: 1
razvanra2/ChatBot
A task oriented chat bot based on the MultiWOZ dataset and implemented using the RASA framework
Language: Python - Size: 2.1 GB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 2
salesforce/FewXC
Official code and data release for Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning, accepted by findings of EACL 2024.
Language: Python - Size: 43.9 KB - Last synced at: 13 days ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0
umanlp/DS-TOD Fork of chiachienhung/DS-TOD
DS-TOD: Efficient Domain Specialization for Task Oriented Dialog
Language: Python - Size: 312 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0
Se-Hun/NLU-Benchmark
Natural Language Understanding(NLU) benchmark for closed domain chatbot and task-oriented artificial intelligence secretary system
Language: Python - Size: 63.5 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0
chiachienhung/Multi2WOZ
Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog
Language: Python - Size: 135 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 1
Harito97/Research_Dialogue_Systems
Dialogue Act Detection for Task-Oriented Dialogue Systems.
Language: Jupyter Notebook - Size: 64.6 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0
aqaqsubin/mmtod-pc
Multimodal TOD for Psychiatric Counseling
Language: Jupyter Notebook - Size: 1.04 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
AhmadYasser1/Food-Recommending-Chatbot
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.
Language: OCaml - Size: 496 KB - Last synced at: 12 months ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0
TianboJi/ivcds
Code for paper "IvCDS: An End-to-end Driver Simulator For Personal In-vehicle Conversational Assistant"
Language: Python - Size: 13.7 MB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
b0r3k/dialogue-planner
Task-oriented dialogue system for calendar management in Czech language based on Dialmonkey framework, using MorphoDiTa for lemmatization.
Language: Python - Size: 310 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 1
michellexxz/MMD_SGD_Dataset_Survey
This work is for the MA's stage and paper. It is about multimodal datasets and schema-guided dialogue datasets.
Size: 86.9 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0
fanqiwan/MAKER Fork of 18907305772/MAKER
ACL'2023: Multi-Grained Knowledge Retrieval for End-to-End Task-Oriented Dialog
Language: Python - Size: 358 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
isichan0501/HumanPuppeterGPT
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
Size: 1.95 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
lpapailiou/abcde Fork of asappresearch/abcd
Experimental repository for preprocessing evaluation, enhanced from "Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue Systems"
Language: Python - Size: 71 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
s-nlp/SGDD-TST
Dataset for evaluating the quality of content preservation measure in text formality transfer for task oriented domain
Language: Jupyter Notebook - Size: 2.74 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
yxuansu/pptod Fork of awslabs/pptod
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System (ACL 2022)
Language: Python - Size: 6.7 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
