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The Top 23 Deep Learning Named Entity Recognition Open Source Projects

Open source projects categorized as Deep Learning Named Entity Recognition
Categories > Machine Learning > Deep Learning
Categories > Machine Learning > Named Entity Recognition
Spacy ⭐ 28,628
💫 Industrial-strength Natural Language Processing (NLP) in Python
dependent packages 1,367total releases 226most recent commit 7 days agopypi spacy} Downloads
Stanza ⭐ 6,931
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
dependent packages 91total releases 22most recent commit 3 months agopypi stanza} Downloads
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
Deepke ⭐ 2,679
An Open Toolkit for Knowledge Graph Extraction and Construction published at EMNLP2022 System Demonstrations.
total releases 111most recent commit 3 months ago
Mt Dnn ⭐ 2,154
Multi-Task Deep Neural Networks for Natural Language Understanding
most recent commit 6 months ago
Neuroner ⭐ 1,674
Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.
total releases 7most recent commit a year ago
Universal Data Tool ⭐ 1,612
Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.
most recent commit 2 years ago
Anago ⭐ 1,428
Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.
dependent packages 1total releases 14most recent commit 2 years agopypi anago} Downloads
Seqeval ⭐ 866
A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)
dependent packages 165total releases 24most recent commit a year agopypi seqeval} Downloads
Transformers Tutorials ⭐ 777
Github repo with tutorials to fine tune transformers for diff NLP tasks
most recent commit 4 months ago
Phobert ⭐ 593
PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)
most recent commit 4 months ago
Neuronlp2 ⭐ 358
Deep neural models for core NLP tasks (Pytorch version)
most recent commit 4 years ago
Few Nerd ⭐ 350
Code and data of ACL 2021 paper "Few-NERD: A Few-shot Named Entity Recognition Dataset"
most recent commit 7 months ago
Ner ⭐ 322
Named Entity Recognition
most recent commit a year ago
Zshot ⭐ 278
Zero and Few shot named entity & relationships recognition
total releases 9most recent commit 6 months ago
Cybertron ⭐ 235
Cybertron: the home planet of the Transformers in Go
dependent packages 2total releases 5most recent commit 3 months ago
Vnlp ⭐ 215
State-of-the-art, lightweight NLP tools for Turkish language. Developed by VNGRS.
total releases 16most recent commit 6 months ago
Deeplearning_nlp ⭐ 149
基于深度学习的自然语言处理库
most recent commit 5 years ago
Twitterner ⭐ 134
Twitter named entity extraction for WNUT 2016 http://noisy-text.github.io/2016/ner-shared-task.h
most recent commit 2 years ago
Presidio Research ⭐ 131
This package features data-science related tasks for developing new recognizers for Presidio. It is used for the evaluation of the entire system, as well as for evaluating specific PII recognizers or PII detection models.
total releases 69most recent commit 4 months ago
Lima ⭐ 92
The Libre Multilingual Analyzer, a Natural Language Processing (NLP) C++ toolkit.
total releases 22most recent commit 5 months ago
Deepsequenceclassification ⭐ 78
Deep neural network based model for sequence to sequence classification
most recent commit 6 years ago
End To End Sequence Labeling Via Bi Directional Lstm Cnns Crf Tutorial ⭐ 59
Tutorial for End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF
most recent commit 4 years ago
The 7 Most Depended On Deep Learning Named Entity Recognition Open Source Projects
Spacy ⭐ 28,628
💫 Industrial-strength Natural Language Processing (NLP) in Python
dependent packages 1,367total releases 226latest release October 16, 2023most recent commit 7 days agopypi spacy} Downloads
Seqeval ⭐ 866
A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)
dependent packages 165total releases 24latest release October 24, 2020most recent commit a year agopypi seqeval} Downloads
Stanza ⭐ 6,931
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
dependent packages 91total releases 22latest release December 03, 2023most recent commit 3 months agopypi stanza} 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
Cybertron ⭐ 235
Cybertron: the home planet of the Transformers in Go
dependent packages 2total releases 5latest release November 08, 2023most recent commit 3 months ago
Texoo ⭐ 14
TeXoo – A Zoo of Text Extractors
dependent packages 1total releases 10latest release June 02, 2020most recent commit 4 years ago
Anago ⭐ 1,428
Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.
dependent packages 1total releases 14latest release July 17, 2018most recent commit 2 years agopypi anago} Downloads
The 10 Latest Releases In Deep Learning Named Entity Recognition Open Source Projects
Stanza ⭐ 6,931
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
dependent packages 91total releases 22latest release December 03, 2023most recent commit 3 months agopypi stanza} Downloads
Cybertron ⭐ 235
Cybertron: the home planet of the Transformers in Go
dependent packages 2total releases 5latest release November 08, 2023most recent commit 3 months ago
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
Spacy ⭐ 28,628
💫 Industrial-strength Natural Language Processing (NLP) in Python
dependent packages 1,367total releases 226latest release October 16, 2023most recent commit 7 days agopypi spacy} Downloads
Vnlp ⭐ 215
State-of-the-art, lightweight NLP tools for Turkish language. Developed by VNGRS.
total releases 16latest release March 02, 2023most recent commit 6 months ago
Zshot ⭐ 278
Zero and Few shot named entity & relationships recognition
total releases 9latest release January 04, 2023most recent commit 6 months ago
Lima ⭐ 92
The Libre Multilingual Analyzer, a Natural Language Processing (NLP) C++ toolkit.
total releases 22latest release December 22, 2022most recent commit 5 months ago
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