Subscribe to DSC Newsletter

All Blog Posts Tagged 'NLP' (27)

The Emerging World of Neural Net Driven MT

Originally posted here, where you can see all the graphics

There has been much in the news lately about the next wave of MT technology driven by a technology called deep learning and neural nets (DNN). I will attempt to provide a brief layman’s overview about what this is, even though I am barely qualified to do this (but if Trump can run for POTUS then…

Continue

Added by Kirti Vashee on July 29, 2016 at 9:30am — No Comments

Research paper categorization in Python

Text classification (a.k.a. text categorization) is one of the most prominent application of Machine Learning. The purpose of text classification is to give conceptual organization to large collection of documents.An interesting application of text classification is to categorize research papers by most suitable conferences. Finding and selecting a suitable academic conference has always been a challenging task especially for…

Continue

Added by Aqib Saeed on July 26, 2016 at 3:04am — No Comments

Can Context Extraction replace Sentiment Analysis?

Sentiment analysis is hard. Most of the systems on the market will clock anywhere around 55-65% for unseen data, even though they might be 85%+ accurate in their cross-validations.

A couple of reasons why creating a generic sentiment analyser is tough;

- There is too much variation in texts across domains, leading to different meanings

- Identifying sarcasm and combination of phrases like, 'not bad' is not equal to 'not' AND 'bad'

At this…

Continue

Added by Manas Ranjan Kar on September 7, 2015 at 12:24am — 4 Comments

Naive Bayes for Dummies; A Simple Explanation

This blog post was originally published as part of an ongoing series, "Popular Algorithms Explained in Simple English" on the AYLIEN Text Analysis Blog.

Picture added by the…

Continue

Added by Mike Waldron on June 8, 2015 at 1:00am — 2 Comments

My Data Science Apprenticeship Project

Introduction

Any author would like to know if his/her article will be successful or not. Here is an attempt to deal with this task.

Data and tools

  1. We obtained 5000 most significant articles (Analytic Bridge and Data Science Central) from here (…
Continue

Added by Nikitinsky Nikita on October 26, 2014 at 10:30am — 1 Comment

Types and Uses of Predictive Analytics, What they are and Where You Can Put Them to Work

Summary: Gartner says that predictive analytics is a mature technology yet only one company in eight is currently utilizing this ability to predict the future of sales, finance, production, and virtually every other area of the…

Continue

Added by William Vorhies on August 13, 2014 at 10:54am — No Comments

Monthly Archives

2019

2018

2017

2016

2015

2014

2013

2012

2011

1999

Videos

  • Add Videos
  • View All

© 2019   Data Science Central ®   Powered by

Badges  |  Report an Issue  |  Privacy Policy  |  Terms of Service