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The Top 23 Intent Classification Open Source Projects

Open source projects categorized as Intent Classification
Categories > Intent Classification
Deeppavlov ⭐ 6,529
An open source library for deep learning end-to-end dialog systems and chatbots.
dependent packages 2total releases 57most recent commit a month agopypi deeppavlov} Downloads
Snips Nlu ⭐ 3,796
Snips Python library to extract meaning from text
dependent packages 5total releases 34most recent commit a year agopypi snips-nlu} Downloads
Rasa_chatbot_cn ⭐ 677
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)
most recent commit 3 years ago
Jointbert ⭐ 578
Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"
most recent commit 3 months ago
Openue ⭐ 310
OpenUE是一个轻量级知识图谱抽取工具 (An Open Toolkit for Universal Extraction from Text published at EMNLP2020: https://aclanthology.org/2020.emnlp-demos.1.pdf)
total releases 17most recent commit 2 years ago
Multi Task Nlp ⭐ 269
multi_task_NLP is a utility toolkit enabling NLP developers to easily train and infer a single model for multiple tasks.
most recent commit 2 years ago
Nlp Intent Toolkit ⭐ 135
Intent recognition with OpenNLP
most recent commit 6 years ago
Padatious ⭐ 132
A neural network intent parser
dependent packages 6total releases 26most recent commit 2 years agopypi padatious} Downloads
Know Your Intent ⭐ 104
State of the Art results in Intent Classification using Sematic Hashing for three datasets: AskUbuntu, Chatbot and WebApplication.
most recent commit 4 years ago
Few Shot Intent Detection ⭐ 103
Few-Shot-Intent-Detection includes popular challenging intent detection datasets with/without OOS queries and state-of-the-art baselines and results.
most recent commit 9 months ago
Cnn_intent_classification ⭐ 90
CNN for intent classification task in a Chatbot
most recent commit 5 years ago
Intent_classifier ⭐ 84
most recent commit 6 years ago
Fuzi Nlu ⭐ 81
🤖️ 聊天机器人——夫子的「自然语言理解」模块
most recent commit 2 years ago
Crfsuite ⭐ 60
Labelling Sequential Data in Natural Language Processing with R - using CRFsuite
dependent packages 1total releases 11most recent commit 7 months ago
Nlpcloud Js ⭐ 40
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...
dependent packages 6total releases 50most recent commit 4 months agonpm nlpcloud} Downloads
Iclassifier ⭐ 40
reference pytorch code for intent classification
most recent commit 2 years ago
Alter Nlu ⭐ 37
Natural language understanding library for chatbots with intent recognition and entity extraction.
most recent commit 3 years ago
Zero Shot Bert Adapters ⭐ 32
Implementation of Z-BERT-A: a zero-shot pipeline for unknown intent detection.
most recent commit 10 months ago
Smp2018 ⭐ 30
SMP2018中文人机对话技术评测（ECDT）
most recent commit 6 years ago
Speech To Intent Dataset ⭐ 28
Dataset Release for Intent Classification from Speech
most recent commit a year ago
Opennlu ⭐ 26
OpenNLU (Natural Language Understanding) is a tool for intent classification and entity extraction.
most recent commit 2 years ago
Voice Enabled Chatbot ⭐ 22
Implementing a voice enabled chatbot which converses with a user via their voice in natural language. Website: https://scalability4all.github.io/
most recent commit 4 years ago
Nlcli ⭐ 20
Natural language interface for the command line.
most recent commit 4 years ago
The 5 Most Depended On Intent Classification Open Source Projects
Padatious ⭐ 132
A neural network intent parser
dependent packages 6total releases 26latest release May 25, 2020most recent commit 2 years agopypi padatious} Downloads
Snips Nlu ⭐ 3,796
Snips Python library to extract meaning from text
dependent packages 5total releases 34latest release January 15, 2020most recent commit a year agopypi snips-nlu} Downloads
Deeppavlov ⭐ 6,529
An open source library for deep learning end-to-end dialog systems and chatbots.
dependent packages 2total releases 57latest release October 17, 2023most recent commit a month agopypi deeppavlov} Downloads
Crfsuite ⭐ 60
Labelling Sequential Data in Natural Language Processing with R - using CRFsuite
dependent packages 1total releases 11latest release September 17, 2023most recent commit 7 months ago
The 9 Latest Releases In Intent Classification Open Source Projects
Deeppavlov ⭐ 6,529
An open source library for deep learning end-to-end dialog systems and chatbots.
dependent packages 2total releases 57latest release October 17, 2023most recent commit a month agopypi deeppavlov} Downloads
Crfsuite ⭐ 60
Labelling Sequential Data in Natural Language Processing with R - using CRFsuite
dependent packages 1total releases 11latest release September 17, 2023most recent commit 7 months ago
Reflect Nlp ⭐ 12
reflect's backend - determine intent validity
total releases 2latest release January 05, 2021most recent commit 2 years ago
Padatious ⭐ 132
A neural network intent parser
dependent packages 6total releases 26latest release May 25, 2020most recent commit 2 years agopypi padatious} Downloads
Snips Nlu ⭐ 3,796
Snips Python library to extract meaning from text
dependent packages 5total releases 34latest release January 15, 2020most recent commit a year agopypi snips-nlu} Downloads
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