Evaluating named entity recognition tools for extracting social networks from novels

Evaluating named entity recognition tools for extracting social networks from novels

Introduction: Named Entity Recognition (NER) is used to identify textual elements that gives things a name. In this study, four different NER tools are evaluated using a corpus of modern and classic fantasy or science fiction novels. Since NER tools have been created for the news domain, it is interesting to see how they perform in a totally different domain. The article comes with a very detailed methodological part and the accompanying dataset is also made available.

Attributing Authorship in the Noisy Digitized Correspondence of Jacob and Wilhelm Grimm | Digital Humanities

Attributing Authorship in the Noisy Digitized Correspondence of Jacob and Wilhelm Grimm | Digital Humanities

Introduction: Apart from its buoyant conclusion that authorship attribution methods are rather robust to noise (transcription errors) introduced by optical character recognition and handwritten text recognition, this article also offers a comprehensive read on the application of sophisticated computational techniques for testing and validation in a data curation process. 

XML Pipelines and XProc 3.0: Report of the WG Meeting in Aachen – CCeH

Introduction: Processing XML flows has sometimes been a complicated affair traditionally, and XProc was designed to standardise and simplify the process by using declarative XML pipelines to manage operations. This blog post by Gioele Barabucci presents conclusions from a meeting in late 2017 of the XProc 3.0 working group, exploring the latest emerging version of the standard and the kinds of challenges it will overcome.