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Named Entity Recognition

14 projects

Showing 14 of 14 projects

BERT
BERTPython

TensorFlow implementation and pre-trained models for BERT, a bidirectional Transformer for language understanding.

#transformer#natural-language-understanding#text-classification
Stars40.0k
Forks9.7k
Last commit1 year ago
spacy
spacyPython

Industrial-strength Natural Language Processing library for Python, featuring pretrained pipelines for 70+ languages and production-ready training.

#nlp-library#ai#spacy
Stars33.5k
Forks4.7k
Last commit27 days ago
NLP-progress
NLP-progressPython

A community-driven repository tracking datasets and state-of-the-art results for common NLP tasks across multiple languages.

#machine-translation#academic#dialogue
Stars23.0k
Forks3.6k
Last commit1 year ago
flair
flairPython

A simple Python framework for state-of-the-art natural language processing (NLP) tasks like named entity recognition and sentiment analysis.

#part-of-speech-tagging#biomedical-nlp#semantic-role-labeling
Stars14.4k
Forks2.1k
Last commit5 months ago
Flair embeddings from PubMed
Flair embeddings from PubMedPython

A simple Python framework for state-of-the-art natural language processing (NLP) tasks like named entity recognition and sentiment analysis.

#sequence-tagging#biomedical-nlp#python-library
Stars14.4k
Forks2.1k
Last commit5 months ago
NLP Compromise
NLP CompromiseJavaScript

A lightweight JavaScript library for natural language processing that transforms text into structured data with a modest, pragmatic approach.

#part-of-speech-tagging#nlp-library#plugin-system
Stars12.1k
Forks666
Last commit1 month ago
stanza
stanzaPython

A Python NLP library from Stanford for tokenization, sentence segmentation, NER, and dependency parsing across 60+ languages.

#biomedical-nlp#python-library#deep-learning
Stars7.8k
Forks943
Last commit2 days ago
DeepPavlov
DeepPavlovPython

An open-source NLP framework for building and deploying deep learning dialog systems and chatbots with PyTorch and transformers.

#chitchat#deep-learning#nlp-framework
Stars7.0k
Forks1.2k
Last commit8 months ago
spark-nlp
spark-nlpScala

A state-of-the-art Natural Language Processing library built on Apache Spark, offering 100,000+ pretrained models and pipelines in 200+ languages.

#apache-spark#spark#transformer-models
Stars4.1k
Forks741
Last commit4 days ago
MIT Information Extraction Toolkit
MIT Information Extraction ToolkitC++

A free, state-of-the-art library and toolkit for named entity extraction and binary relation detection from text.

#relation-extraction#java-library#python-library
Stars3.0k
Forks534
Last commit6 months ago
universal-data-tool
universal-data-toolJavaScript

A web/desktop application for collaborative labeling and annotation of images, text, audio, documents, and other data types.

#dataset-creation#desktop-app#web-app
Stars2.1k
Forks193
Last commit1 year ago
ScispaCy
ScispaCyPython

A spaCy pipeline and models specifically designed for processing scientific and biomedical documents.

#biomedical-nlp#scientific-text#spacy
Stars1.9k
Forks253
Last commit4 months ago
NeuroNER
NeuroNERPython

An easy-to-use, state-of-the-art named-entity recognition (NER) tool based on neural networks.

#text-analysis#deep-learning#neural-networks
Stars1.7k
Forks472
Last commit3 years ago
SciBERT
SciBERTPython

A BERT language model pre-trained on a large corpus of scientific papers for natural language processing tasks in scientific domains.

#relation-extraction#scientific-text#text-classification
Stars1.7k
Forks232
Last commit4 years ago

Related Tags

#Natural Language Processing12#Nlp11#Machine Learning10#Multilingual Nlp6#Python Library5#Pytorch4#Deep Learning4#Python4#Biomedical Nlp4#Tokenization3#Text Classification3#Sentiment Analysis3
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