intent-classification

There are 39 repositories under intent-classification topic.

deeppavlov / DeepPavlov
An open source library for deep learning end-to-end dialog systems and chatbots.
ai artificial-intelligence bot chatbot chitchat deep-learning deep-neural-networks dialogue-agents dialogue-manager dialogue-systems entity-extraction intent-classification intent-detection machine-learning named-entity-recognition nlp nlp-machine-learning question-answering slot-filling tensorflow
Language:Python 6537
snipsco / snips-nlu
Snips Python library to extract meaning from text
bot chatbot information-extraction intent-classification intent-parser machine-learning machine-learning-library ml named-entity-recognition ner nlp nlu python slot-filling snips text-classification
Language:Python 3861
GaoQ1 / rasa_chatbot_cn
building a chinese dialogue system based on the newest version of rasa(基于最新版本rasa搭建的对话系统)
bert chinese demo intent-classification policy python rasa rasa-chatbot rasa-core rasa-nlu rasa-nlu-gao rasa-x slot-filling tensorflow train-dialogue transformer
Language:Python 954
JointBERT
monologg / JointBERT
Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"
bert intent-classification joint-bert pytorch slot-filling slu transformers
Language:Python 606
hellohaptik / multi-task-NLP
multi_task_NLP is a utility toolkit enabling NLP developers to easily train and infer a single model for multiple tasks.
pytorch multitask-learning sentence-classification sequence-labeling entailment ranking intent-classification named-entity-recognition machine-comprehension context-awareness transformers nlp nlp-library nli-tasks nlp-datasets nlp-apis
Language:Python 361
zjunlp / OpenUE
[EMNLP 2020] OpenUE: An Open Toolkit of Universal Extraction from Text
triple-extraction relation-extraction named-entity-recognition event-extraction intent-classification slot-filling nlp-extraction-tasks openue nlp pytorch bert natural-language-processing
Language:Python 317
MycroftAI / padatious
A neural network intent parser
intent-classification text-analysis language-processing intent text-processing language-detection
Language:Python 158
mlehman / nlp-intent-toolkit
Intent recognition with OpenNLP
opennlp intent-classification
Language:Java 149
kumar-shridhar / Know-Your-Intent
State of the Art results in Intent Classification using Sematic Hashing for three datasets: AskUbuntu, Chatbot and WebApplication.
intent-classification semantic-hashing chatbot state-of-the-art python pytorch jupyter dataset intent
Language:Jupyter Notebook 133
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.
few-shot intent-classification intent-detection datasets libary
Language:Python 122
ajinkyaT / CNN_Intent_Classification
CNN for intent classification task in a Chatbot
chatbot cnn intent-classification keras sentence-classification text-classification
Language:Jupyter Notebook 98
Ailln / fuzi-nlu
🤖️ 聊天机器人——夫子的「自然语言理解」模块
chatbot pytorch socketio seq2seq seq2seq-chatbot slot-filling intent-classification joint-nlu nlu question-answering
Language:Python 88
deeppavlov / intent_classifier
intent-classification natural-language-processing natural-language-understanding neural-networks nlp-machine-learning
Language:Python 83
salesforce / TaiChi
Open source library for few shot NLP
few-shot-learning nlp nli intent-classification multilingual conversational-ai
Language:Python 78
bnosac / crfsuite
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
Language:C 62
anuragmishra1 / alter-nlu
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
Language:Python 54
yuanxiaosc / SMP2018
SMP2018中文人机对话技术评测（ECDT）
dialogue intent-classification
Language:Jupyter Notebook 47
dsindex / iclassifier
reference pytorch code for intent classification
bert cnn densenet dsa snips sst pytorch sentence-classification intent-classification transformers onnx onnxruntime optimization quantization pruning glove
Language:Python 44
netik1020 / Concise-iPython-Notebooks-for-Deep-learning
Ipython Notebooks for solving problems like classification, segmentation, generation using latest Deep learning algorithms on different publicly available text and image data-sets.
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
Language:Jupyter Notebook 41
nlpcloud / nlpcloud-js
NLP Cloud serves high performance pre-trained or custom models for NER, sentiment-analysis, classification, summarization, paraphrasing, intent classification, product description and ad generation, chatbot, grammar and spelling correction, keywords and keyphrases extraction, text generation, image generation, code generation, and much more...
nlp sentiment-analysis text-classification machine-translation language-detection text-generation question-answering text-summarization ner tokenization semantic-similarity embeddings paraphrasing chatbot conversational-ai ad-generator intent-classification keywords-extraction code-generation
Language:JavaScript 41
skit-ai / speech-to-intent-dataset
Dataset Release for Intent Classification from Speech
dataset intent-classification speech spoken-language-understanding task-oriented-dialog-systems voice-ai
Language:Python 41
WeiNyn / DIETClassifier-pytorch
DIET Classifier mini implementation on pytorch.
nlu transformers-library intent-classification entity-recognition nlp huggingface-transformers dual-intent-entity
Language:Python 40
GT4SD / zero-shot-bert-adapters
Implementation of Z-BERT-A: a zero-shot pipeline for unknown intent detection.
bert deep-learning intent intent-classification intent-detection nlp pytorch transformers zero-shot zero-shot-classification
Language:Python 38
scalability4all / voice-enabled-chatbot
Implementing a voice enabled chatbot which converses with a user via their voice in natural language. Website: https://scalability4all.github.io/
machine-learning intent-classification chatbots entity-extraction
Language:Python 38
opennlu / opennlu
OpenNLU (Natural Language Understanding) is a tool for intent classification and entity extraction.
nlu java natural-language intent-classification entity-extraction
Language:Java 34
chatc / TriageSQL
The dataset and source code for our paper: "Did You Ask a Good Question? A Cross-Domain Question IntentionClassification Benchmark for Text-to-SQL"
text2sql text-to-sql intent-classification benchmark
Language:Python 32
joydeb28 / NLP-Notebooks
Natural Language Processing
nlp language-model intent-classification intent-detection sentimental-analysis entity-extraction named-entity-recognition machine-translation nlp-tutorial topic-modeling
Language:Jupyter Notebook 27
reybahl / Assistant
A machine learning powered, voice-based virtual assistant for Raspberry Pi. Supports several features like conversation, weather, opening websites, geolocation, date/time, and creating timers.
natural-language-processing machine-learning python assistant chatbot automation intent-classification speech-recognition text-to-speech
Language:Python 26
joaorafaelm / nlcli
Natural language interface for the command line.
intent-parser intent-classification natural-language-understanding text-processing python cli
Language:Python 22
tedhuang96 / mifwlstm
[RA-L20] Long-Term Pedestrian Trajectory Prediction Using Mutable Intention Filter and Warp LSTM
pytorch deep-learning human-trajectory-prediction trajectory-prediction lstm particle-filter intention-estimation intention-particle-filter intent-classification intent-detection intention-detection intent-recognition intent-prediction
Language:Python 22
nlpcloud / nlpcloud-php
NLP Cloud serves high performance pre-trained or custom models for NER, sentiment-analysis, classification, summarization, paraphrasing, intent classification, product description and ad generation, chatbot, grammar and spelling correction, keywords and keyphrases extraction, text generation, image generation, code generation, and much more...
nlp ner text-classification text-summarization text-generation language-detection question-answering tokenization sentiment-analysis machine-translation semantic-similarity embeddings paraphrasing chatbot intent-classification keyword-extraction ad-generator grammar-correction code-generation
Language:PHP 21
ditto-assistant / assistant
AI assistant using Google TTS/STT, Keras, NLTK, Spacy, GPT-3, GPT-4, Hugging Face, Home Assistant, Spotify, and more.
assistive-technology intent-classification named-entity-recognition natural-language-processing smart-home
Language:Python 18
Elysian01 / Codify
Codify enables data scientists to perform all the tedious and time-consuming tasks such as EDA (exploratory data analysis), data cleaning, data pre-processing, data visualization, modeling, and evaluation in the data-science life cycle, by only conveying the logic of the task in natural language (English) and the system will automatically give out all the relevant python code snippets.
ai-assistant data-science data-science-tools intent-classification ml named-entity-recognition nlp reactjs ai autocomplete automation final-year-project research-paper research-project
Language:Python 18
NidhiSalian / DeepLearning-Chatbot
Annabelle the noob. An experimental, incomplete(at present) chatbot.
rnn-model lstm-neural-networks intent-classification text-generation chatbot-experiment
Language:Python 16
louisowen6 / GAN_BERT_CLINC150
Code Implementation of TDS Article "Semi-supervised Intent Classification with GAN-BERT"
bert gan semi-supervised-learning intent-classification text-classification clinc150 natural-language-processing generative-adversarial-network
Language:Python 14
xatkit-bot-platform / xatkit-nlu-server
A flexible and pragmatic chatbot intent classifier for chatbots
chatbot nlu-engine intent-detection intent-classification
Language:Python 14

intent-classification

deeppavlov / DeepPavlov

snipsco / snips-nlu

GaoQ1 / rasa_chatbot_cn

monologg / JointBERT

hellohaptik / multi-task-NLP

zjunlp / OpenUE

MycroftAI / padatious

mlehman / nlp-intent-toolkit

kumar-shridhar / Know-Your-Intent

jianguoz / Few-Shot-Intent-Detection

ajinkyaT / CNN_Intent_Classification

Ailln / fuzi-nlu

deeppavlov / intent_classifier

salesforce / TaiChi

bnosac / crfsuite

anuragmishra1 / alter-nlu

yuanxiaosc / SMP2018

dsindex / iclassifier

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

nlpcloud / nlpcloud-js

skit-ai / speech-to-intent-dataset

WeiNyn / DIETClassifier-pytorch

GT4SD / zero-shot-bert-adapters

scalability4all / voice-enabled-chatbot

opennlu / opennlu

chatc / TriageSQL

joydeb28 / NLP-Notebooks

reybahl / Assistant

joaorafaelm / nlcli

tedhuang96 / mifwlstm

nlpcloud / nlpcloud-php

ditto-assistant / assistant

Elysian01 / Codify

NidhiSalian / DeepLearning-Chatbot

louisowen6 / GAN_BERT_CLINC150

xatkit-bot-platform / xatkit-nlu-server