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intent-classification

Here are 138 public repositories matching this topic...

deeppavlov / DeepPavlov

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

Updated Mar 17, 2023
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

Updated Nov 17, 2021
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

Updated Dec 25, 2020
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

Updated Feb 28, 2023
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

Updated Nov 21, 2022
Python

zjunlp / OpenUE

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)

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

Updated Sep 19, 2022
Python

MycroftAI / padatious

A neural network intent parser

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

Updated Nov 10, 2021
Python

mlehman / nlp-intent-toolkit

Intent recognition with OpenNLP

opennlp intent-classification

Updated Jun 24, 2018
Java

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

Updated May 5, 2020
Jupyter Notebook

ajinkyaT / CNN_Intent_Classification

CNN for intent classification task in a Chatbot

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

Updated Oct 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

Updated Aug 6, 2022
Python

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

Updated Mar 9, 2023
Python

deeppavlov / intent_classifier

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

Updated Aug 24, 2018
Python

salesforce / TaiChi

Open source library for few shot NLP

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

Updated Feb 12, 2022
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

Updated Nov 1, 2022
C

anuragmishra1 / alter-nlu

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

Updated Oct 7, 2021
Python

yuanxiaosc / SMP2018

SMP2018中文人机对话技术评测（ECDT）

dialogue intent-classification

Updated Oct 25, 2018
Jupyter Notebook

dsindex / iclassifier

reference pytorch code for intent classification

optimization transformers cnn pytorch densenet pruning glove sentence-classification quantization sst bert snips dsa intent-classification onnx onnxruntime

Updated Mar 11, 2022
Python

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 chatbots entity-extraction intent-classification

Updated Oct 3, 2020
Python

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.

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

Updated Aug 9, 2019
Jupyter Notebook

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