Analysis of named entity recognition and linking for tweets. Issue 2 (March 2015)

• Record Type: Journal Article
• Authors: Derczynski, Leon; Maynard, Diana; Rizzo, Giuseppe; van Erp, Marieke; Gorrell, Genevieve; Troncy, Raphaël; Petrak, Johann; Bontcheva, Kalina
• Is Part Of: Information processing & management. Volume 51:Issue 2(2015:Mar.)
• Page Start: 32
• Page End: 49
• Publication Date: 2015-03
• Subjects: Information storage and retrieval systems -- Periodicals; Information science -- Periodicals; Systèmes d'information -- Périodiques; Sciences de l'information -- Périodiques; Information science; Information storage and retrieval systems; Periodicals; 658.4038
• DOI: 10.1016/j.ipm.2014.10.006
• Languages: English
• ISSNs: 0306-4573

Abstract

<abstract xml:lang="en" abstract-type="author-highlights" id="ab005"> <title id="st150">Highlights</title> <sec> <p id="sp005"> <list id="l0005"> <list-item id="u0005"> <label></label> <p id="p0560">We analyse the named entity recognition and disambiguation performance on tweets.</p> </list-item> <list-item id="u0010"> <label></label> <p id="p0565">Multiple state-of-the-art systems are included.</p> </list-item> <list-item id="u0015"> <label></label> <p id="p0570">Commercial and academic systems suffer the same range of problems.</p> </list-item> <list-item id="u0020"> <label></label> <p id="p0575">Lack of context is a major problem, demanding new, custom NER &amp; NEL approaches.</p> </list-item> <list-item id="u0025"> <label></label> <p id="p0580">A named entity linking corpus is released with the paper.</p> </list-item> </list> </p> </sec> </abstract>