Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: task-oriented-dialogue

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: 20 days ago - Pushed: over 2 years ago - Stars: 74 - Forks: 30

awslabs/pptod

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

Language: Python - Size: 2.91 MB - Last synced: 24 days ago - Pushed: 5 months ago - Stars: 152 - Forks: 27

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: 29 days ago - Pushed: 30 days 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: 20 days ago - Pushed: over 1 year ago - Stars: 31 - Forks: 4

algoprog/SynTOD

Synthetic data generation for TODs

Language: Python - Size: 58.1 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 3 - 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: about 1 month ago - Pushed: about 1 year ago - Stars: 1 - 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: about 2 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

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: about 1 month ago - Pushed: over 5 years ago - Stars: 234 - Forks: 68

Maluuba/nlg-eval

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

Language: Python - Size: 92.2 MB - Last synced: 2 months ago - Pushed: 3 months ago - Stars: 1,283 - Forks: 216

18907305772/MAKER

ACL'2023: Multi-Grained Knowledge Retrieval for End-to-End Task-Oriented Dialog

Language: Python - Size: 358 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 7 - Forks: 1

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: about 2 months ago - Pushed: 12 months ago - Stars: 112 - Forks: 8

DigitalPhonetics/adviser

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

Language: Python - Size: 32.4 MB - Last synced: 5 days ago - Pushed: 10 months ago - Stars: 55 - Forks: 32

Chia-Hsuan-Lee/DST-as-Prompting

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

Language: Python - Size: 12 MB - Last synced: 4 months ago - Pushed: 11 months ago - Stars: 59 - Forks: 11

Tomiinek/MultiWOZ_Evaluation

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

Language: Python - Size: 7.29 MB - Last synced: 20 days ago - Pushed: 8 months ago - Stars: 54 - Forks: 12

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: 42 KB - Last synced: about 2 months ago - Pushed: 4 months ago - Stars: 0 - 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: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

YC-wind/Dialogue_System_DEMO

QA、CHAT、Task-Oriented简单的demo实现

Language: JavaScript - Size: 22.2 MB - Last synced: 5 months ago - Pushed: almost 5 years ago - Stars: 27 - Forks: 5

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: 20 days ago - Pushed: over 2 years ago - Stars: 104 - Forks: 22

ZhenwenZhang/Slot_Filling

Latest research advances on semantic slot filling.

Size: 10.7 MB - Last synced: 3 months ago - Pushed: over 1 year ago - Stars: 26 - Forks: 3

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: 8 months ago - Pushed: over 3 years ago - Stars: 484 - Forks: 228

sz128/NLU_datasets_with_task_oriented_dialogue

datasets of natural language understanding and dialogue state tracking

Size: 55.7 KB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 137 - Forks: 19

CYang828/xbot

Task-oriented Chatbot

Language: Python - Size: 20.5 MB - Last synced: 6 months ago - Pushed: over 3 years ago - Stars: 81 - Forks: 49

thu-coai/ConvLab-2

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

Language: Python - Size: 348 MB - Last synced: 8 months ago - Pushed: 11 months ago - Stars: 427 - Forks: 130

yukyunglee/Awesome-Dialogue-State-Tracking

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

Size: 2.15 MB - Last synced: 7 months ago - Pushed: 11 months ago - Stars: 162 - Forks: 20

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: 7 months ago - Pushed: almost 3 years ago - Stars: 198 - Forks: 51

aqaqsubin/mmtod-pc

Multimodal TOD for Psychiatric Counseling

Language: Jupyter Notebook - Size: 1.04 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 1 - Forks: 0

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: 7 months ago - Pushed: over 3 years ago - Stars: 139 - Forks: 36

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: 10 months ago - Pushed: over 4 years ago - Stars: 31 - Forks: 5

zliucr/crosslingual-slu

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

Language: Python - Size: 17.9 MB - Last synced: 10 months ago - Pushed: over 3 years ago - Stars: 18 - Forks: 1

zliucr/Crosslingual-NLU

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

Language: Python - Size: 50.2 MB - Last synced: 10 months ago - Pushed: over 4 years ago - Stars: 23 - Forks: 5

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: 8 months ago - Pushed: almost 2 years ago - Stars: 13 - Forks: 5

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: about 1 year ago - Pushed: about 1 year ago - Stars: 5 - Forks: 0

chiachienhung/Multi2WOZ

Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog

Language: Python - Size: 135 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 2 - Forks: 1

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: about 1 year ago - Pushed: almost 2 years ago - Stars: 23 - Forks: 5

didi/MEEP

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

Language: Python - Size: 14.7 MB - Last synced: about 2 months ago - Pushed: over 3 years ago - Stars: 18 - Forks: 3

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: about 1 month ago - Pushed: over 1 year ago - Stars: 4 - Forks: 0

smartyfh/DST-STAR

Slot Self-Attentive Dialogue State Tracking

Language: Python - Size: 3.58 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 35 - Forks: 13

zlinao/MinTL

MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems

Language: Python - Size: 29.9 MB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 66 - Forks: 19

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: over 1 year ago - Pushed: almost 2 years ago - Stars: 88 - Forks: 10

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: about 1 year ago - Pushed: almost 2 years ago - Stars: 31 - Forks: 1

smartyfh/MultiWOZ2.4

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

Language: Python - Size: 26.7 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 44 - Forks: 7

smartyfh/DST-MetaASSIST

MetaASSIST: Robust Dialogue State Tracking with Meta Learning

Language: Python - Size: 4.12 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 7 - 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: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

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: about 2 months ago - Pushed: about 3 years ago - Stars: 4 - Forks: 2

smartyfh/DST-ASSIST

ASSIST: Towards Label Noise-Robust Dialogue State Tracking

Language: Python - Size: 12.9 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 10 - Forks: 1

andreamad8/TASK-ORIENTED-LM-FEWSHOT

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

Language: Python - Size: 82.1 MB - Last synced: over 1 year ago - Pushed: about 3 years ago - Stars: 19 - Forks: 1

zgd716/chatbot

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

Language: Python - Size: 2.87 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 33 - Forks: 12

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: 10 months ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 1

phlippe/P2_Net

Official repository of the paper "Diversifying Dialogue Response Generation with Prototype Guided Paraphrasing"

Language: Python - Size: 45.2 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 6 - Forks: 3

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: 12 months ago - Pushed: over 3 years ago - Stars: 8 - Forks: 2

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: about 1 year ago - Pushed: over 2 years ago - Stars: 3 - 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: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - 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: about 1 year ago - Pushed: almost 2 years ago - Stars: 3 - 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: about 1 year ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

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: 7 months ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

Related Keywords
task-oriented-dialogue 55 dialogue-systems 13 dialogue 8 natural-language-processing 8 chatbot 8 dialogue-state-tracking 8 nlp 7 slot-filling 6 dialog 5 nlu 5 multilingual 5 machine-learning 4 cross-lingual 4 spoken-language-understanding 4 pytorch 3 dst 3 low-resource 3 zero-shot 3 nlg 3 natural-language-understanding 3 pretrained-language-model 3 transfer-learning 3 intent-detection 3 natural-language-generation 2 retrieval-augmented-generation 2 multimodal 2 seq2seq 2 t5 2 qa 2 multi-domain 2 slu 2 pretrained-models 2 plugandplay 2 dialogue-generation 2 memory-network 2 language-adaptation 2 end-to-end 2 xlmroberta 2 kbqa 2 neo4j 2 bert 2 evaluation 2 ai 2 machine-translation 1 user-satisfaction 1 user-simulation 1 utterance-generation 1 noisy-label-learning 1 albert 1 coreference-resolution 1 deep-nlp 1 expansion 1 lemmatization 1 neuralcoref 1 pipeline 1 preprocessin-pipeline 1 preprocessing 1 preprocessing-pipeline 1 roberta 1 dialogpt 1 gpt2-chatbot 1 gpt-4 1 kgqa 1 gpt-3 1 paddlespeech 1 rasa 1 rasa-chatbot 1 spoken-dialogue-systems 1 vad 1 simulator 1 language-model 1 transformer 1 pre-trained-model 1 semi-supervised 1 sigir2022 1 closed-domain-chatbots 1 entity-recognition 1 intent-classification 1 snips-dataset 1 content-preservation 1 dataset 1 metrics 1 named-entities 1 similarity-metrics 1 style-transfer 1 text-style-transfer 1 domain-adaptation 1 domain-specific-models 1 multimodal-dialogue 1 papers 1 schema-guided-dialogue 1 sentiment-analysis 1 torch 1 transformers 1 rasa-x 1 act 1 few-shot-learning 1 speech-acts 1 bot 1 py2neo 1