Topic: "intent-detection"
deeppavlov/DeepPavlov
An open source library for deep learning end-to-end dialog systems and chatbots.
Language: Python - Size: 31.2 MB - Last synced at: 4 days ago - Pushed at: about 2 months ago - Stars: 6,877 - Forks: 1,162
charlesXu86/Chatbot_CN
基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口
Size: 2.2 MB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 1,297 - Forks: 432
HadoopIt/rnn-nlu
A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling
Language: Python - Size: 30.3 KB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 483 - Forks: 172
sz128/slot_filling_and_intent_detection_of_SLU
slot filling, intent detection, joint training, ATIS & SNIPS datasets, the Facebook’s multilingual dataset, MIT corpus, E-commerce Shopping Assistant (ECSA) dataset, CoNLL2003 NER, ELMo, BERT, XLNet
Language: Python - Size: 9.26 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 383 - Forks: 104
brightmart/slot_filling_intent_joint_model
attention based joint model for intent detection and slot filling
Language: Python - Size: 2.43 MB - Last synced at: about 1 month ago - Pushed at: over 7 years ago - Stars: 178 - Forks: 66
taishan1994/pytorch_bert_intent_classification_and_slot_filling
基于pytorch的中文意图识别和槽位填充
Language: Python - Size: 158 KB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 169 - Forks: 27
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
jianguoz/Few-Shot-Intent-Detection
Few-Shot-Intent-Detection includes popular challenging intent detection datasets with/without OOS queries and state-of-the-art baselines and results.
Language: Python - Size: 1.35 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 138 - Forks: 26
czhang99/Capsule-NLU
Joint Slot Filling and Intent Detection via Capsule Neural Networks (ACL'19) https://arxiv.org/abs/1812.09471
Language: Python - Size: 429 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 135 - Forks: 26
ChatFAQ/ChatFAQ
Open-source ecosystem for building AI-powered conversational solutions using RAG, agents, FSMs, and LLMs.
Language: Python - Size: 10.1 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 108 - Forks: 9
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: about 1 month ago - Pushed at: over 3 years ago - Stars: 82 - Forks: 29
VinAIResearch/JointIDSF
BERT-based joint intent detection and slot filling with intent-slot attention mechanism (INTERSPEECH 2021)
Language: Python - Size: 3.91 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 80 - Forks: 32
thuiar/Adaptive-Decision-Boundary
Deep Open Intent Classification with Adaptive Decision Boundary (AAAI 2021)
Language: Python - Size: 1.35 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 63 - Forks: 11
anuragmishra1/alter-nlu
Natural language understanding library for chatbots with intent recognition and entity extraction.
Language: Python - Size: 65.4 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 53 - Forks: 12
thuiar/MIntRec2.0
MIntRec2.0 is the first large-scale dataset for multimodal intent recognition and out-of-scope detection in multi-party conversations (ICLR 2024)
Language: Python - Size: 2.34 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 46 - Forks: 5
GT4SD/zero-shot-bert-adapters
Implementation of Z-BERT-A: a zero-shot pipeline for unknown intent detection.
Language: Python - Size: 1.96 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 39 - Forks: 10
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: about 1 year ago - Pushed at: over 2 years ago - Stars: 31 - Forks: 4
joydeb28/NLP-Notebooks
Natural Language Processing
Language: Jupyter Notebook - Size: 1.12 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 27 - Forks: 9
tedhuang96/mifwlstm
[RA-L20] Long-Term Pedestrian Trajectory Prediction Using Mutable Intention Filter and Warp LSTM
Language: Python - Size: 12.6 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 23 - Forks: 1
SCU-JJkinging/CCIR-Cup
2021 CCF BDCI 全国信息检索挑战杯（CCIR-Cup）智能人机交互自然语言理解赛道第二名参赛解决方案
Language: Python - Size: 4.42 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 22 - Forks: 3
deeppavlov/AutoIntent
An open source tool for automatic configuration of a text classification pipeline for intent prediction
Language: Python - Size: 53 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 18 - Forks: 4
VinAIResearch/MISCA
MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention (EMNLP 2023 - Findings)
Language: Python - Size: 2.64 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 18 - Forks: 3
xatkit-bot-platform/xatkit-nlu-server
A flexible and pragmatic chatbot intent classifier for chatbots
Language: Python - Size: 126 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 14 - Forks: 10
jiangnanboy/intent_classification
深度网络实现意图分类。
Language: Jupyter Notebook - Size: 14.8 MB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 13 - Forks: 6
umair13adil/background_stt
A flutter plugin to run always-on speech to text service in the background.
Language: Kotlin - Size: 16.1 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 10 - Forks: 9
ivankunyankin/intent_suggestions
https://pypi.org/project/intent-suggestions/
Language: Python - Size: 84 KB - Last synced at: 25 days ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 1
sahutkarsh/faq-chat-bot
A chat bot designed to answer FAQs of a specific subject using Rasa-NLU.
Language: Jupyter Notebook - Size: 1.82 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 9 - Forks: 7
bsantraigi/2023-IndoML-Datathon-Tutorial
Intent Detection: From Sesame Street to LLMs #IndoML 2023 #Datathon #Tutorial
Language: Jupyter Notebook - Size: 2.13 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 6
vgtomahawk/LR_GC_OOD
[Under Progress] Code & Data for the AAAI 2020 Paper "Likelihood Ratios and Generative Classifiers For Unsupervised OOD Detection In Task-Based Dialog" - Varun Gangal, Abhinav Arora, Arash Einolghozati, Sonal Gupta
Language: Python - Size: 1.9 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 7 - Forks: 1
BESSER-PEARL/databot
This platform is used to create bots whose job is to answer questions about a specific data source. It allows the automatic generation of a chat/voice bot swarm to attend all the data sources in an Open Data Portal.
Language: Python - Size: 245 KB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 6 - Forks: 2
VinAIResearch/JPIS
JPIS: A Joint Model for Profile-Based Intent Detection and Slot Filling with Slot-to-Intent Attention (ICASSP 2024)
Language: Python - Size: 314 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 6 - Forks: 1
dhruv-m1/rivescript-brain
💬 NN-Based intent detection and middleware support for RiveScript
Language: JavaScript - Size: 14.9 MB - Last synced at: 21 days ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 0
hutomadotAI/web-api
An end-to-end API wrapper to manage chatbots.
Language: Java - Size: 51.7 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 0
kristofferv98/SemanthaVoiceAssistant
A comprehensive AI companion leveraging advanced semantic analysis, sentiment detection, and voice processing to provide personalized and context-aware interactions using Autogen, semantic-router, and VoiceProcessingToolkit.
Language: Python - Size: 85 KB - Last synced at: 25 days ago - Pushed at: 12 months ago - Stars: 5 - Forks: 0
davidemodolo/NLU_Intent_and_Slot
Intent detection and Slot filling joint learning on ATIS and SNIPS datasets using pre-trained models and built-from-scratch models
Language: Jupyter Notebook - Size: 1.9 MB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 1
Toukenize/weather-flight-bot
Weather-Flight-Bot, a combined model of semantics slot-filling and intent detection powered by neural network (LSTM and CNN layers).
Language: Jupyter Notebook - Size: 5.19 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 1
MJAHMADEE/Intent_Classification
Intent Classification
Language: Jupyter Notebook - Size: 7.13 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0
VeroJulianaSchmalz/E2E-Sentence-Classification-on-Fluent-Speech-Commands
Intent Classification using the Fluent Speech Commands Dataset
Language: Python - Size: 43.9 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 3
1073521013/Intention-recognition
intent-detection
Language: Python - Size: 36.1 KB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 3 - Forks: 2
MLArtist/intent-detection-using-XLM-Roberta
This repository is a comprehensive project that leverages the XLM-Roberta model for intent detection. This repository is a valuable resource for developers looking to build and fine-tune intent detection models based on state-of-the-art techniques.
Language: Jupyter Notebook - Size: 94.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0
AlessandroMasala/Audio_Intent_Detection-Classification_Problem
The aim of this work is to solve Audio Intent Detection Problem using off the shelf libraries
Language: Jupyter Notebook - Size: 531 KB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0
amiralikaboli/JIDSF
A Comparative Study on Joint Intent Detection and Slot Filling models based on MultiWOZ dataset
Language: Jupyter Notebook - Size: 207 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0
rajateku/assistant-bot
A very basic intent and entity classifier for chat assistant
Language: Python - Size: 124 KB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 0
encrystudio/intently-nlu Fork of snipsco/snips-nlu
Python library to extract intention and structured information from sentences written in natural language
Language: Python - Size: 6.85 MB - Last synced at: 16 days ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0
arian-askari/SOLID_CONV
Effortlessly generate synthetic dialogue given a sequence of intents! SOLID: A Python library designed for generating intent-aware dialogues using large language models. Accepted at ACL 2024 NLP for Conversational AI workshop
Language: Python - Size: 631 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0
tahmidefaz/seedling
🌱 Simple and scalable intent recognition using LLMs
Language: Python - Size: 249 KB - Last synced at: 2 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0
wjunneng/2020-AI-Oral-Comprehension-In-Dialogue-System
2020 AI研习社 对话系统中的口语理解
Language: Python - Size: 5.37 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0
Zabelis/bot_ly
My simple bot with a neural network to determine the user's intent.
Language: Jupyter Notebook - Size: 9.77 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0
stefanjacobs/chatbot
This is chatbot that lets you implement custom python skills in a simple way. It features intent recognition and entity detection using a simple implementation interface.
Language: Python - Size: 85.9 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0
language-org/slSR
NLU: Supervised intent classification & slot filling based on SlotRefine MultiHeaded Attention model
Language: Python - Size: 2.4 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0
ajpar94/flair-extra
A collection of NLP related scripts and notebooks for using the framework flair (https://github.com/flairNLP/flair)
Language: Jupyter Notebook - Size: 1.1 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0
BeaEsparcia/Spanish_Text_Classification_BERT
Spanish text classifier using BERT to detect user intent (information request, complaint, or recommendation). Includes synthetic training data and custom ambiguous examples to test robustness. Portfolio project focused on intent recognition and conversational design in Spanish.
Language: Jupyter Notebook - Size: 434 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0
pythonfin/deep-learning-intent-json
NLP deep learning Python program using Keras / Tensorflow 2. It uses a bi-directional transformer model for NLP. Input is a JSON file. A.I. will determine intent of each sentence input
Language: Python - Size: 16.6 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
elequaranta/DataScienceProject Fork of isaksundstrom/DataScienceProject
Final project for class Data Science Lab: process and methods; Politecnico di Torino (2022/2023); 1st year of Master's Degree in Data Science and Engineering coursework.
Language: Jupyter Notebook - Size: 1.73 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0
shruthimohan03/Intent-Detection
[Customer Analysis] Identifying the intent behind a user's input in NLU Pipeline
Language: Jupyter Notebook - Size: 20.5 KB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0
Nexdata-AI/28237-Intent-type-single-sentence-annotation-data
28237-Intent-type-single-sentence-annotation-data
Size: 264 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0
Nexdata-AI/47811-Sentences-Intention-Annotation-Data-in-Interactive-Scenes
47811-Sentences-Intention-Annotation-Data-in-Interactive-Scenes
Size: 38.1 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0
Nexdata-AI/687694-Open-Domain-Intention-Annotation-Data
687694-Open-Domain-Intention-Annotation-Data
Size: 221 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0
dron3flyv3r/S.O.P.A-MK3-NLU
This is a small project focused on the Natural Language Understanding (NLU) of an AI smart system. This component can predict the intent and identify relevant entities or context from a given text prompt.
Language: Python - Size: 15.6 KB - Last synced at: 3 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0
CristianBudala/Multilingual-Sentiment-Analysis-and-Intent-Classification
Multilingual sentiment analysis and intent classification in Romanian, Bachelors thesis
Language: Jupyter Notebook - Size: 837 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0
Erostrate9/GPT-voice-chatbot
A voice chatbot built with React and FastAPI, leveraging LangChain & GPT.
Language: Python - Size: 24.8 MB - Last synced at: 22 days ago - Pushed at: 11 months ago - Stars: 0 - Forks: 1
danaiamirali/intent-recognition
Applying Unknown Intent Discovery with K-Means Clustering and Intent Recognition with Transformer-Based Models on various datasets.
Language: Jupyter Notebook - Size: 1.35 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
deepakpandita57/Intent_Detection
Predict intent from user queries
Language: Jupyter Notebook - Size: 276 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
Ziyad-Beyg/PizzaBot
You Can Test It!
Language: JavaScript - Size: 36.7 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
arpan-mondal/AI-Code-Converter
Creating an AI code translator, converter, or code generator that can translate natural language into programming code is a complex and ambitious project. Such a tool would require a combination of natural language processing (NLP) and code generation techniques.
Language: TypeScript - Size: 311 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
LSShrivathsan/AI-ChatBot-NLP
collection of google colaboratory notebooks for AI chatbot components-NLP-spell check, entity extraction ,intent identification and classification, custom action,etc
Language: Jupyter Notebook - Size: 43.9 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
hellostealth/stealth-luis
Microsoft LUIS (Language Understanding) Stealth Integration
Language: Ruby - Size: 45.9 KB - Last synced at: about 22 hours ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 2
donalngo/SimpleTelegramBot
Simple Telegram Bot
Language: Python - Size: 1.43 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0
SunLemuria/JointBERT-Tensorflow1 Fork of mangushev/intent_slot
implementation of "BERT for Joint Intent Classification and Slot Filling" in Tensorflow
Size: 549 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 1
pruthvirg/philips
Repo for Phillips hackathon
Size: 0 Bytes - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0
SunLemuria/JointBERT-TF2 Fork of Domanjiri/joint-bert-with-tf2
Slot filling and intent classification - made for the purpose of qualification
Size: 131 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 1
ims-student-projects/pythia-nlu
Intent detection and Slot filling
Language: Python - Size: 484 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0
SunLemuria/JointBERT-Tensorflow1-Keras Fork of 90217/joint-intent-classification-and-slot-filling-based-on-BERT
BERT for joint intent classification and slot filling
Size: 630 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0