intent-classification

deepmipt / DeepPavlov

2.9k

An open source library for deep learning end-to-end dialog systems and chatbots.

bot nlp chatbot dialogue-systems question-answering chitchat slot-filling intent-classification entity-extraction named-entity-recognition keras tensorflow deep-learning deep-neural-networks intent-detection dialogue-agents dialogue-manager artificial-intelligence ai nlp-machine-learning

Python Updated Mar 22, 2019

snipsco / snips-nlu

2.4k

Snips Python library to extract meaning from text

nlp nlu python machine-learning text-classification intent-classification ner named-entity-recognition slot-filling intent-parser information-extraction snips machine-learning-library chatbot bot ml

Python Updated Mar 22, 2019

GaoQ1 / rasa_chatbot_cn

111

基于rasa-nlu和rasa-core 搭建的对话系统demo

python rasa-nlu rasa-core intent-classification slot-filling rasa-nlu-gao bert tensorflow transformer policy rasa chinese rasa-chatbot train-dialogue demo

Python Updated Feb 19, 2019

ajinkyaT / CNN_Intent_Classification

72

CNN for intent classification task in a Chatbot

cnn keras sentence-classification chatbot intent-classification text-classification

Jupyter Notebook Updated Sep 21, 2018

deepmipt / intent_classifier

67

intent-classification natural-language-processing natural-language-understanding neural-networks nlp-machine-learning

Python Updated Aug 24, 2018

MycroftAI / padatious

61

A neural network intent parser

intent-classification text-analysis language-processing intent text-processing language-detection

Python Updated Mar 13, 2019

kumar-shridhar / Know-Your-Intent

41

State of the Art results in Intent Classification using Sematic Hashing for three datasets: AskUbuntu, Chatbot and We…

intent-classification semantic-hashing chatbot state-of-the-art python pytorch jupyter dataset intent

Jupyter Notebook Updated Mar 22, 2019

bnosac / crfsuite

33

Labelling Sequential Data in Natural Language Processing with R - using CRFsuite

crf crfsuite conditional-random-fields nlp ner chunking data-science natural-language-processing r r-package intent-classification

C Updated Dec 14, 2018

ghostzero / OpenNLU

14

OpenNLU (Natural Language Understanding) is a tool for intent classification and entity extraction.

nlu java natural-language intent-classification entity-extraction

Java Updated Dec 28, 2018

NidhiSalian / DeepLearning-Chatbot

12

Annabelle the noob. An experimental, incomplete(at present) chatbot.

rnn-model lstm-neural-networks intent-classification text-generation chatbot-experiment

Python Updated Dec 11, 2018

friday27 / Slotfilling

11

Using Tensorflow to train a slot-filling & intent joint model

tensorflow python slot-filling intent-classification

Python Updated Feb 9, 2018

mindgarage / Ovation

8

The Ovation Framework for Conversational Intelligence

deep-learning conversational-ai intent-classification entity-recognition sentiment-analysis

Python Updated Dec 21, 2017

iai-group / ecir2018-intents

6

Towards an Understanding of Entity-Oriented Search Intents - ECIR'18

search-intent entity-oriented entity-oriented-search-intent semantic-search understading user-intent search-engines search-engine query-intent query-intent-classification intent-classification ecir-2018 ecir-18 ecir2018 ecir18 test-collection query-understanding

Updated Jan 30, 2019

reza-sohrabi-ucr / Intent-Classification

5

Intent classification using a variety of deep learning models

nlp machine-learning lstm intent-classification convolutional-neural-networks deep-learning

Jupyter Notebook Updated Aug 9, 2018

netik1020 / Concise-iPython-Notebooks-for-Deep-learning

4

Ipython Notebooks for solving problems like classification, segmentation, generation using latest Deep learning algor…

deeplearning deep-neural-networks image-processing image-classification image-segmentation text-classification text-processing text-generation unet-keras keras-neural-networks u-net autoencoder inception-architecture intent-classification semantic-relationship-extraction attention-lstm bi-lstm-crf word-embeddings snapshot

Jupyter Notebook Updated Feb 14, 2019

Kontikilabs / alter-nlu

4

Natural language understanding library for chatbots with intent recognition and entity extraction.

nlu nlp nlp-keywords-extraction nlp-machine-learning nlu-engine deep-learning conversational-ai bot-framework bot chatbot chatbot-framework flashtext fuzzywuzzy spacy intent-classification intent-detection intent-parser entity-extraction information-extraction text-classification

Python Updated Mar 12, 2019

anshul-cached / convokit

4

Convokit is a python based contextual chatbot framework

tensorflow chatbot intent deep-learning intent-classification contextual-chabot machine-learning nlp chatbot-application chabot-framework

Python Updated Sep 20, 2017

Mogady / Intent-Classfier

3

arabic-nlp intent-classification nltk-library

Jupyter Notebook Updated Aug 24, 2018

sahutkarsh / faq-chat-bot

3

A chat bot designed to answer FAQs of a specific subject. The main feature of this bot is that it requires no third p…

natural-language-processing natural-language-understanding spacy rasa-nlu deep-learning intent-detection intent-classification chatbot recurrent-neural-networks tensorflow keras machine-learning nlp conversational-agents conversational-bots

Jupyter Notebook Updated Jul 13, 2018

markus-hinsche / ambience

3

WhatsApp Chat Analysis WebApp

intent-classification conversation chat react python nlp machine-learning

JavaScript Updated Dec 10, 2018 1 issue needs help

fquirin / java-nlu-tools

2

Java tools to do natural language processing like NER and intent classification on short sentences

natural-language-processing conditional-random-fields maximum-entropy named-entity-recognition intent-classification

Java Updated Aug 12, 2018

igerardoh / rnn-slot-filling-with-intent

2

chatbot natural-language-processing nlp machine-learning supervised-learning lstm encoder-decoder deep-learning rnn tensorflow python intent-classification

Jupyter Notebook Updated Jun 23, 2018

derekchen14 / task_oriented_dialog_agent

2

Dialog agent for handling task oriented chat

dialogue dialogue-agent intent-classification slot-filling conversational-ai policy-management

Python Updated Mar 22, 2019

sahutkarsh / rasa-nlu-tutorial

2

Intent classification and entity extraction with natural language understanding using RASA-NLU.

rasa-nlu intent-classification deep-learning

Jupyter Notebook Updated Jun 14, 2018

stevesoltys / intent

1

An intent recognition library.

intent-classification natural-language-processing entity-extraction

Java Updated Oct 5, 2018

grainpad / chatbot_service

Chatbot microservice service

retrieval-chatbot word2vec intent-classification entity-recognition

Updated Nov 8, 2017

Perevalov / pstu_assistant

PSTU Assistant

natural-language-understanding chatbot natural-language-processing intent-classification dssm flask-application

Jupyter Notebook Updated Feb 8, 2019

joydeb28 / NLP

rnn rnn-tensorflow keras keras-tensorflow neural-network cnn cnn-classification nlp nltk spacy intent-classification entity-extraction intent entity

Python Updated Feb 25, 2019

ericzhao28 / Doduo

Python API for dependency tree matching and natural language argument parsing.

dependency-tree natural-language-processing spacy chatbot argument-parsing nlp intent-classification

Python Updated Nov 26, 2018

yuanxiaosc / Hands-on-chat-robots

There are a variety of out-of-the-box chat bot codes here.

chatbot conversion language deep-learning slot-filling intent-classification chat-robot

Jupyter Notebook Updated Feb 27, 2019