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The Top 23 Natural Language Processing Ner Named Entity Recognition Open Source Projects

Open source projects categorized as Natural Language Processing Ner Named Entity Recognition
Categories > Machine Learning > Named Entity Recognition
Categories > Machine Learning > Natural Language Processing
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
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
Kashgari ⭐ 2,141
Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.
dependent packages 1total releases 11most recent commit 3 years agopypi kashgari-tf} Downloads
Ncrfpp ⭐ 1,862
NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.
total releases 1most recent commit 2 years ago
Entity Recognition Datasets ⭐ 1,386
A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.
most recent commit 7 months ago
Underthesea ⭐ 1,288
Underthesea - Vietnamese NLP Toolkit
dependent packages 6total releases 125most recent commit 7 months agopypi underthesea} Downloads
Named_entity_recognition ⭐ 1,118
中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）
most recent commit 3 years ago
Spacy Streamlit ⭐ 688
👑 spaCy building blocks and visualizers for Streamlit apps
total releases 17most recent commit 9 months ago
M3tl ⭐ 544
BERT for Multitask Learning
most recent commit a year ago
Ner Lstm ⭐ 528
Named Entity Recognition using multilayered bidirectional LSTM
most recent commit 5 years ago
Vncorenlp ⭐ 472
A Vietnamese natural language processing toolkit (NAACL 2018)
most recent commit a year ago
Pytorch Bert Crf Ner ⭐ 461
KoBERT와 CRF로 만든 한국어 개체명인식기 (BERT+CRF based Named Entity Recognition model for Korean)
most recent commit 5 months ago
Cogcomp Nlp ⭐ 448
CogComp's Natural Language Processing Libraries and Demos: Modules include lemmatizer, ner, pos, prep-srl, quantifier, question type, relation-extraction, similarity, temporal normalizer, tokenizer, transliteration, verb-sense, and more.
most recent commit 2 years ago
Ontogpt ⭐ 435
LLM-based ontological extraction tools, including SPIRES
most recent commit 3 months ago
Chatbot_ner ⭐ 320
chatbot_ner: Named Entity Recognition for chatbots.
total releases 6most recent commit 6 months ago
Tner ⭐ 296
Language model fine-tuning on NER with an easy interface and cross-domain evaluation. "T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition, EACL 2021"
dependent packages 1total releases 24most recent commit a year agopypi tner} Downloads
Adaseq ⭐ 295
AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models
total releases 11most recent commit 6 months ago
Zshot ⭐ 278
Zero and Few shot named entity & relationships recognition
total releases 9most recent commit 6 months 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
Bnlp ⭐ 252
BNLP is a natural language processing toolkit for Bengali Language.
dependent packages 2total releases 26most recent commit 4 months agopypi bnlp-toolkit} Downloads
Fancy Nlp ⭐ 246
NLP for human. A fast and easy-to-use natural language processing (NLP) toolkit, satisfying your imagination about NLP.
total releases 6most recent commit 3 years ago
Vert Papers ⭐ 245
This repository contains code and datasets related to entity/knowledge papers from the VERT (Versatile Entity Recognition & disambiguation Toolkit) project, by the Knowledge Computing group at Microsoft Research Asia (MSRA).
most recent commit 7 months ago
Markup ⭐ 225
A web-based document annotation tool, powered by GPT-4 🚀
most recent commit 4 months ago
The 8 Most Depended On Natural Language Processing Ner Named Entity Recognition Open Source Projects
Underthesea ⭐ 1,288
Underthesea - Vietnamese NLP Toolkit
dependent packages 6total releases 125latest release September 22, 2023most recent commit 7 months agopypi underthesea} 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
Python Vncorenlp ⭐ 26
A Python wrapper for VnCoreNLP using a bidirectional communication channel.
dependent packages 4total releases 3latest release July 25, 2018most recent commit 6 years agopypi vncorenlp} Downloads
Bnlp ⭐ 252
BNLP is a natural language processing toolkit for Bengali Language.
dependent packages 2total releases 26latest release August 14, 2023most recent commit 4 months agopypi bnlp-toolkit} Downloads
React Taggy ⭐ 20
A simple zero-dependency React component for tagging user-defined entities within a block of text.
dependent packages 2total releases 23latest release May 10, 2017most recent commit 7 years agonpm react-taggy} Downloads
Huspacy ⭐ 145
HuSpaCy: industrial-strength Hungarian natural language processing
dependent packages 1total releases 22latest release October 27, 2023most recent commit 4 months agopypi huspacy} Downloads
The 10 Latest Releases In Natural Language Processing Ner Named Entity Recognition Open Source Projects
Adaseq ⭐ 295
AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models
total releases 11latest release November 15, 2023most recent commit 6 months ago
Huspacy ⭐ 145
HuSpaCy: industrial-strength Hungarian natural language processing
dependent packages 1total releases 22latest release October 27, 2023most recent commit 4 months agopypi huspacy} Downloads
Drug_named_entity_recognition ⭐ 11
total releases 4latest release September 27, 2023most recent commit 5 months ago
Underthesea ⭐ 1,288
Underthesea - Vietnamese NLP Toolkit
dependent packages 6total releases 125latest release September 22, 2023most recent commit 7 months agopypi underthesea} Downloads
Bnlp ⭐ 252
BNLP is a natural language processing toolkit for Bengali Language.
dependent packages 2total releases 26latest release August 14, 2023most recent commit 4 months agopypi bnlp-toolkit} Downloads
Zshot ⭐ 278
Zero and Few shot named entity & relationships recognition
total releases 9latest release January 04, 2023most recent commit 6 months ago
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