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spaCy
Deep Learning Approaches to Sentiment Analysis (with spaCy!)

Deep Learning Approaches to Sentiment Analysis (with spaCy!)

ModelingNLP/Text AnalyticsEast 2023spaCyposted by ODSC Community April 10, 2023

Editor’s note: Benjamin Batorsky, PhD is a speaker for ODSC East 2023. Be sure to check out his talk, “Bagging to BERT – A Tour of Applied NLP,” there! It’s always good to start a blog post with a joke (even if it’s not a very... Read more
ODSC East Warmup Guide to spaCy

ODSC East Warmup Guide to spaCy

Downloadable GuideModelingNLP/Text AnalyticsspaCyposted by ODSC Team February 14, 2022

spaCy is an open-source library used for advanced Natural Language Processing (NLP) in Python. spaCy is primarily used in the production environment for building applications that can process and understand large volumes of text. It is a fast library with an API that accesses the methods... Read more

Using Named Entity Recognition to Help Resolve Land Conflicts in India

ModelingNLP/Text AnalyticsspaCyposted by ODSC Community July 13, 2020

Suppose we have the following excerpt from a news article: We want to identify within the article the following key elements (entities): – Actor — who/what are the main actor(s) in the conflict referred to in this article? – Action — what is the main action or event of a... Read more
10 Notable Frameworks for NLP

10 Notable Frameworks for NLP

ModelingNLP/Text AnalyticsbertchainerernieframeworksKerasNLPPyTorchScikit-LearnspaCyTensorFlowposted by Elizabeth Wallace, ODSC February 28, 2020

Natural Language Processing hit its big stride back in 2017 with the introduction of Transformer Architecture from Google. State of the art approaches helped bridge the gap between humans and machines and helped us build bots capable of using human language undetected. It’s an exciting time.... Read more
Level Up: spaCy NLP for the Win

Level Up: spaCy NLP for the Win

ModelingNLP/Text AnalyticsEast 2020spaCyposted by ODSC Community February 21, 2020

Kimberly is a speaker for ODSC East 2020! Be sure to check out her talk, “Level Up: Fancy NLP with Straightforward Tools,” at this upcoming event! Natural language processing (NLP) is a branch of artificial intelligence in which computers extract information from written or spoken human... Read more
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