Reading
The following website may be used for reference.
udpipe: Tokenization, Parts of Speech Tagging, Lemmatization and Dependency Parsing with the ‘UDPipe’ ‘NLP’ Toolkit
This cran-r website describes the UDPipe package in R and its functionality.
ABC News Corpora
News headlines from the Australian Broadcasting Corporation (ABC) from February 2003 – June 2017 can be found on this site.
The following material is optional. However, interested readers are encouraged to peruse it.
Text Analysis in R made easy with Udpipe
R.S. Abdul Majed Raja
Feb 26, 2018
This article describes the UDPipe text analysis R package and illustrates some of its functionality with a large corpus of articles from the ABC News website.
Read: Text Analysis in R made easy with Udpipe
Universal Parts of Speech (UPOS) Tagging
UPOS is described on this site.
RAKE (Rapid Automatic Keyword Extraction) Algorithm
This cran.r-project website provides a description of the R language RAKE package, which implements the Rapid Automatic Keyword Extraction algorithm (Rose et al., 2010).
View: RAKE
R Code
This section uses the R code Advanced_Text_Analysis_Example.R.