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intent-classification

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deeppavlov /DeepPavlov

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

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

UpdatedAug 6, 2025
Python

snipsco /snips-nlu

Snips Python library to extract meaning from text

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

UpdatedMay 22, 2023
Python

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)

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

UpdatedDec 16, 2025
Python

JointBERT

monologg /JointBERT

Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"

transformers pytorch bert slot-filling slu intent-classification joint-bert

UpdatedJan 11, 2024
Python

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.

nlp transformers pytorch named-entity-recognition ranking sentence-classification nlp-apis nlp-library sequence-labeling machine-comprehension context-awareness entailment intent-classification nlp-datasets multitask-learning nli-tasks

UpdatedNov 21, 2022
Python

zjunlp /OpenUE

[EMNLP 2020] OpenUE: An Open Toolkit of Universal Extraction from Text

nlp natural-language-processing pytorch named-entity-recognition event-extraction bert slot-filling relation-extraction intent-classification triple-extraction nlp-extraction-tasks openue

UpdatedSep 19, 2022
Python

MycroftAI /padatious

A neural network intent parser

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

UpdatedNov 10, 2021
Python

mlehman /nlp-intent-toolkit

Intent recognition with OpenNLP

opennlp intent-classification

UpdatedJun 24, 2018
Java

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.

datasets libary intent-classification intent-detection few-shot

UpdatedJul 19, 2023
Python

kumar-shridhar /Know-Your-Intent

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

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

UpdatedMay 5, 2020
Jupyter Notebook

PrithivirajDamodaran /Route0x

Low latency, High Accuracy, Custom Query routers for Humans and Agents. Built by Prithivi Da

intent-classification goal-oriented-multi-agent-system task-oriented-dialog-systems setfit semantic-routing query-routing

UpdatedMar 31, 2025
Python

ajinkyaT /CNN_Intent_Classification

CNN for intent classification task in a Chatbot

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

UpdatedOct 22, 2019
Jupyter Notebook

Ailln /fuzi-nlu

🤖️ 聊天机器人——夫子的「自然语言理解」模块

chatbot nlu pytorch question-answering socketio seq2seq seq2seq-chatbot slot-filling intent-classification joint-nlu

UpdatedApr 29, 2023
Python

deeppavlov /intent_classifier

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

UpdatedAug 24, 2018
Python

salesforce /TaiChi

Open source library for few shot NLP

multilingual nlp conversational-ai intent-classification nli few-shot-learning

UpdatedJun 12, 2023
Python

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)

framework deep-neural-networks dataset classification intent-classification intent-detection multimodal-machine-learning multimodal-intent-analysis iclr2024 out-of-scope-detection

UpdatedAug 13, 2025
Python

bnosac /crfsuite

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

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

UpdatedNov 27, 2025
C

anuragmishra1 /alter-nlu

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

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

UpdatedOct 7, 2021
Python

AkiRusProd /llm-agent

LLM using long-term memory through vector database

nlp machine-learning llama gpt intent-classification rag large-language-models llm gpt4all chromadb

UpdatedApr 9, 2024
Python

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 chatbot language-detection text-generation embeddings question-answering text-summarization code-generation semantic-similarity ner tokenization conversational-ai paraphrasing intent-classification keywords-extraction ad-generator

UpdatedJan 16, 2025
JavaScript

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