Named Entity Recognition ML Frameworks

There are 26 named entity recognition frameworks tracked. 3 score above 50 (established tier). The highest-rated is apache/texera at 60/100 with 227 stars.

Get all 26 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	apache/texera Collaborative Machine-Learning-Centric Data Analytics Using Workflows	60	Established	227	Scala
2	UBC-NLP/afrolid AfroLID, a powerful neural toolkit for African languages identification...	59	Established	36	Python
3	asyml/texar-pytorch Integrating the Best of TF into PyTorch, for Machine Learning, Natural...	57	Established	746	Python
4	stevezheng23/xlnet_extension_tf XLNet Extension in TensorFlow	46	Emerging	131	Python
5	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	41	Emerging	125	Jupyter Notebook
6	maridda/nerval Python framework to evaluate Named Entity Recognition (NER) models. Creates...	39	Emerging	6	Jupyter Notebook
7	Claudiu/keras-diacritics Adds missing Romanian diacritics using Bidirectional Long-Short Term Memory...	33	Emerging	6	Jupyter Notebook
8	Rajspeaks/Machine-Learning-approach-to-Bengali-POS-Tagging-using-BNLP Machine Learning approach to Bengali Corpus POS (Parts of Speech) Tagging...	28	Experimental	8	Jupyter Notebook
9	mertguvencli/keyword-extractor This project aims to find "what are the trending techs on Data Science...	27	Experimental	12	Jupyter Notebook
10	wenxueru/EntityDetection Neural Processing Letters: End-to-End Entity Detection with Proposer and Regressor	27	Experimental	12	Python
11	AmirhosseinHonardoust/TFIDF-vs-Word2Vec A detailed educational guide explaining two essential NLP techniques, TF-IDF...	26	Experimental	25	—
12	AmanPhadke/LexiTrack-German_Language_Performance_Tracker NLP-powered writing analysis tool for language learners. It tracks...	23	Experimental	1	Jupyter Notebook
13	SAP-samples/cross-language-detection-artifacts This repository complements our paper by offering the training dataset, the...	22	Experimental	21	Python
14	hadyell/LT-Ukranian-calques 📝 Detect Ukrainian text errors, including calques, russisms, style, and...	22	Experimental	—	Dockerfile
15	aymanshar/idiomx-dataset IdiomX: A large-scale English–Arabic dataset for idiom detection, semantic...	22	Experimental	—	Jupyter Notebook
16	AmanPhadke/lexitrack NLP-powered writing analysis tool for language learners. It tracks...	22	Experimental	—	Jupyter Notebook
17	Mohamed-Mohamed-Ibrahim/Named-Entity-Recognition This project implements a Word2Vec model using Skip-Gram with Negative...	21	Experimental	—	Jupyter Notebook
18	amine-amazou/moroccan-names-dataset A JSON dataset featuring over 200 traditional and modern Moroccan names....	19	Experimental	7	—
19	abdelazizharane/Corpus-Chadian-Languages Corpus of Chadian languages - Corpus des langues locales tchadiennes	18	Experimental	2	—
20	rclement/presidentielle-2022-nlp Analyse des programmes des candidats avec des outils NLP	18	Experimental	2	Jupyter Notebook
21	ARUNAGIRINATHAN-K/Language-Detection Language Detection using Python	17	Experimental	6	Jupyter Notebook
22	Avik-Das-567/NLP-Transfer-Learning-TFHub Transfer learning for NLP using TensorFlow Hub for text classification.	14	Experimental	—	Jupyter Notebook
23	Adwerse/Language-detection-api 🌐NLP language detection API — trained in Jupyter, served with FastAPI,...	14	Experimental	—	Jupyter Notebook
24	tugcantopaloglu/text-classification-sementic-search-nlp This project aims to evaluate and compare the performance of various Turkish...	13	Experimental	—	Jupyter Notebook
25	Sunnyboivr/ner-ml-project 🧠 Extract named entities from text effortlessly with advanced NLP and ML...	13	Experimental	—	JavaScript
26	farhad-here/TextPrepX A Multilingual Text Preprocessing Tool for English and Persian.	13	Experimental	—	Python

Comparisons in this category

LexiTrack-German_Language_Performance_Tracker and lexitrack (23 vs 22)