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Text Augmentation for detecting spear-phishing emails
Author(s): Edward Ma Natural Language Processing Text Augmentation for Detecting Spear-phishing Emails Text augmentation techniques for phishing email detection Photo by James Wheeler on Unsplash Information security is very important for any organization. Lost money is a minor problem, the serious one is …
Enterprise-grade NER with spaCy
Author(s): Shubham Saboo Natural Language Processing Build Industrial strength Named Entity Recognition (NER) applications within minutes… spaCy = space/platform agnostic+ Faster compute Named Entity Recognition is one of the most important and widely used NLP tasks. It's the method of extracting entities (key information) …
How to Calculate a Sentiment Score for Words in Python
Author(s): George Pipis A practical example of how you can Calculate a Sentiment Score for a Token in Python Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
How to Run Sentiment Analysis in Python using VADER
Author(s): George Pipis A walk-through example of how you can apply Sentiment Analysis in Thousands of Tweets in a few seconds Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Topic Modeling with NMF for User Reviews Classification
Author(s): Sergio Ortega A practical guide to using a text mining technique to identify the main themes of a set of documents and cluster them per topic Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Summarizing AI Articles using AI (What else??)
Author(s): Jair Ribeiro This is how I’m using Artificial Intelligence to summarize my favorite articles about… Artificial Intelligence and build a weekly… Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
ELECTRA: Pre-Training Text Encoders as Discriminators rather than Generators
Author(s): Edward Ma Natural Language Processing What is the difference between ELECTRA and BERT? Photo by Edward Ma on Unsplash BERT (Devlin et al., 2018) is the baseline of NLP tasks recently. There are a lot of new models released based on BERT architecture …
GloVe Word Embeddings on Movies Plot
Author(s): George Pipis How to use Global Vectors Word Embeddings to find similar movies Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Natural Language Processing with spaCy— Steps and Examples
Author(s): Dhilip Subramanian Source: anyIP Guide to spaCy Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Summarization with Simple Transformers
Author(s): Chetan Ambi A hands-on guide to generating summaries with simpletransformers Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Ideology Classification of U.S. News through Sentiment
Author(s): Jonathan Ratschat Not as easy as I thought. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Word Mover’s Distance (WMD) Explained: An Effective Method of Document Classification
Author(s): Xiao Tan Source: *Image from the original paper Natural Language Processing [Reading] From Word Embeddings To Document Distances Document classification and document retrieval have been showing a wide range of applications. An essential part of document classification is to generate document …
NLP News Cypher | 09.13.20
Author(s): Quantum Stat The Ninth Wave (1850) Ivan Aivazovsky NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER Aere Perrenius Welcome back. Hope you enjoyed your week! We have another update that came in this Friday. Added another 11 datasets and 5 new notebooks. Want …
Can GPT-3 Really Help You and Your Company?
Author(s): Louis Bouchard If you have ever wondered either what’s GPT-3 and how can it be useful to you or your company, this is the article you were looking for. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
The Story of how Natural Language Processing is changing Financial Services in 2020
Author(s): David Yakobovitch NLP Applications in Financial Services Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
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