Named Entity Recognition ML Frameworks

There are 52 named entity recognition frameworks tracked. 3 score above 50 (established tier). The highest-rated is asyml/texar-pytorch at 58/100 with 746 stars and 3,221 monthly downloads.

Get all 52 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	asyml/texar-pytorch Integrating the Best of TF into PyTorch, for Machine Learning, Natural...	58	Established	746	Python
2	apache/texera Collaborative Machine-Learning-Centric Data Analytics Using Workflows	56	Established	227	Scala
3	UBC-NLP/afrolid AfroLID, a powerful neural toolkit for African languages identification...	56	Established	36	Python
4	stevezheng23/xlnet_extension_tf XLNet Extension in TensorFlow	39	Emerging	131	Python
5	jinhangjiang/textregress TextRegress is a Python package designed to help researchers perform...	38	Emerging	7	Python
6	maridda/nerval Python framework to evaluate Named Entity Recognition (NER) models. Creates...	36	Emerging	6	Jupyter Notebook
7	jayavardhanr/End-to-end-Sequence-Labeling-via-Bi-directional-LSTM-CNNs-CRF-Tutorial Tutorial for End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF	34	Emerging	125	Jupyter Notebook
8	zamgi/lingvo--PosTagger-NER-ru-dnn Part of speech tagging of words and Named-entity recognition in Russian...	31	Emerging	5	C#
9	zamgi/lingvo--NER--German Named-entity recognition in German language using combined of deep neural...	31	Emerging	5	C#
10	Rustem/textnano Minimal text dataset builder for ML students - zero dependencies, simple...	29	Experimental	6	Python
11	Claudiu/keras-diacritics Adds missing Romanian diacritics using Bidirectional Long-Short Term Memory...	26	Experimental	6	Jupyter Notebook
12	chayuto/thai-job-nlp-ner Efficient Named Entity Recognition (NER) for informal Thai job postings....	23	Experimental	1	Python
13	AmanPhadke/LexiTrack-German_Language_Performance_Tracker NLP-powered writing analysis tool for language learners. It tracks...	23	Experimental	1	Jupyter Notebook
14	AidaLog/Plain-Swahili-Dataset Plain swahili dastaset. Public sourced from public repositories	23	Experimental	2	—
15	Airfirm/nlp-02-text-preprocessing Web Mining and Applied NLP	22	Experimental	—	Jupyter Notebook
16	AmirhosseinHonardoust/TFIDF-vs-Word2Vec A detailed educational guide explaining two essential NLP techniques, TF-IDF...	22	Experimental	25	—
17	hadyell/LT-Ukranian-calques 📝 Detect Ukrainian text errors, including calques, russisms, style, and...	22	Experimental	—	Dockerfile
18	Airfirm/nlp-03-text-exploration Web Mining and Applied NLP Project	22	Experimental	—	Jupyter Notebook
19	aymanshar/idiomx-dataset IdiomX: A large-scale English–Arabic dataset for idiom detection, semantic...	22	Experimental	—	Jupyter Notebook
20	AmanPhadke/lexitrack NLP-powered writing analysis tool for language learners. It tracks...	22	Experimental	—	Jupyter Notebook
21	Rashel375/paknevis 📜 Enhance your LibreOffice experience with Paknevis, a free Persian text...	22	Experimental	—	Python
22	Rajspeaks/Machine-Learning-approach-to-Bengali-POS-Tagging-using-BNLP Machine Learning approach to Bengali Corpus POS (Parts of Speech) Tagging...	21	Experimental	8	Jupyter Notebook
23	wenxueru/EntityDetection Neural Processing Letters: End-to-End Entity Detection with Proposer and Regressor	20	Experimental	12	Python
24	mertguvencli/keyword-extractor This project aims to find "what are the trending techs on Data Science...	20	Experimental	12	Jupyter Notebook
25	Mohamed-Mohamed-Ibrahim/Named-Entity-Recognition This project implements a Word2Vec model using Skip-Gram with Negative...	19	Experimental	—	Jupyter Notebook
26	vaibhavdangar09/NER-WITH-BERT The goal of this project is to develop a Named Entity Recognition (NER)...	18	Experimental	4	Jupyter Notebook
27	Text2TCS/Towards-Learning-Terminological-Concept-Systems A pipeline approach to automatically extract terminological concept systems...	15	Experimental	6	Jupyter Notebook
28	jaywyawhare/Language-Prediction This project compares deep learning techniques for multilingual text...	15	Experimental	5	Jupyter Notebook
29	amine-amazou/moroccan-names-dataset A JSON dataset featuring over 200 traditional and modern Moroccan names....	15	Experimental	7	—
30	softdevhassan/entify A comparative NER engine benchmarking a custom CRF model (90.32% F1, trained...	15	Experimental	1	HTML
31	ARUNAGIRINATHAN-K/Language-Detection Language Detection using Python	15	Experimental	6	Jupyter Notebook
32	SAP-samples/cross-language-detection-artifacts This repository complements our paper by offering the training dataset, the...	15	Experimental	21	Python
33	sazid1462/porn-filter-bi-gram-model Adult content/article detection tool for Bengali	14	Experimental	1	Java
34	Sunnyboivr/ner-ml-project 🧠 Extract named entities from text effortlessly with advanced NLP and ML...	14	Experimental	—	JavaScript
35	Tahsen77/Digital-Store High accuracy bilingual datasets for legal and governmental texts, focusing...	14	Experimental	—	HTML
36	FurkanAlpGurakan/AYM-Karar-Tahmini-NLP Anayasa Mahkemesi (AYM) kararlarını Doğal Dil İşleme (NLP) ve RoBERTa modeli...	14	Experimental	—	Jupyter Notebook
37	mrtineu/fix-diacritic A machine learning pipeline that automatically restores missing diacritics...	14	Experimental	—	Python
38	Avik-Das-567/NLP-Transfer-Learning-TFHub Transfer learning for NLP using TensorFlow Hub for text classification.	14	Experimental	—	Jupyter Notebook
39	mohamed-elkholy95/ner-system Named Entity Recognition system with BIO tagging, BiLSTM-CRF model, feature...	14	Experimental	—	Python
40	mahima20chauhan/NLP-Projects Collection of NLP projects including text processing and sentiment analysis...	14	Experimental	—	Jupyter Notebook
41	Adwerse/Language-detection-api 🌐NLP language detection API — trained in Jupyter, served with FastAPI,...	14	Experimental	—	Jupyter Notebook
42	wenxueru/GraphNER Code repository for Type-supervised sequence labeling based on the...	13	Experimental	5	Python
43	COREtxt/hundate-core NLP modul for hungarian date-entity recognition and translation to specific...	12	Experimental	3	Python
44	allanninal/keyword-extractor The Keyword Extractor leverages Hugging Face’s facebook/bart-large-mnli...	12	Experimental	4	JavaScript
45	roma-glushko/spicy-rice 🍚An open source named entity annotator for your tiny/hobby spaCy NLP projects	11	Experimental	2	JavaScript
46	abdelazizharane/Corpus-Chadian-Languages Corpus of Chadian languages - Corpus des langues locales tchadiennes	11	Experimental	2	—
47	rclement/presidentielle-2022-nlp Analyse des programmes des candidats avec des outils NLP	11	Experimental	2	Jupyter Notebook
48	ethiopicai/Amharic-Text-Processor Modular Amharic text preprocessing toolkit with composable processors and pipeline.	11	Experimental	6	Python
49	farhad-here/TextPrepX A Multilingual Text Preprocessing Tool for English and Persian.	11	Experimental	—	Python
50	tugcantopaloglu/text-classification-sementic-search-nlp This project aims to evaluate and compare the performance of various Turkish...	11	Experimental	—	Jupyter Notebook
51	Horizon733/NeuralSpace-EntityExtractor-Sample Entity extractor component build for Rasa and Neuralspace	11	Experimental	2	Python
52	aliahmad552/named-entity-recognition Named Entity Recognition using deep learning model (BiLSTM) I used bilstm...	10	Experimental	4	Jupyter Notebook

Comparisons in this category

lingvo--NER--German and lingvo--PosTagger-NER-ru-dnn (31 vs 31) LexiTrack-German_Language_Performance_Tracker and lexitrack (23 vs 22)