Word Sense Disambiguation: Algorithms and Applications. Eneko Agirre

Word Sense Disambiguation: Algorithms and Applications


Word.Sense.Disambiguation.Algorithms.and.Applications.pdf
ISBN: 1402048092,9781402048098 | 384 pages | 10 Mb




Word Sense Disambiguation: Algorithms and Applications Eneko Agirre
Publisher: Springer




Introduction to the special issue on word sense disambiguation: the state of the art. Resource-poor languages, Semantic Information Retrieval And Extraction. And other machine-learning algorithms to large corpora.Methodology boxes are included in each chapter. Each chapter is built around one or more worked examples to demonstrate the main idea of the chapter. The purpose of sense disambiguation is to determine the specific meaning or sense of a word, when more than one meaning is possible. This is the first book to cover the entire topic of word sense disambiguation (WSD) including: all the major algorithms, techniques, performance measures, results, philosophical issues, and applications. Word sense disambiguation algorithm is evaluated on Semcor corpus and has shown significant performance. Emphasis on web and other practical applications. I am currently reading "word sense disambiguation: algorithm and applications". Covers the fundamental algorithms of various fields, whether originally proposed for spoken or written language to demonstrate how the same algorithm can be used for speech recognition and word-sense disambiguation. The Department of Computer Science of the Sapienza University of Rome invites applications for TWO PH.D. 2006 Alonso, O., & Baeza-Yates, R. Text, Speech and Language Technology , Vol. Location: Rome, Italy Web: lcl.uniroma1.it. Perform cutting-edge research in one of 3 areas: multilingual & domain-oriented word sense disambiguation & induction, Statistical Machine Translation For Resource-Rich vs. Topic: Reinforcement learning and online learning; Leader: Umar Syed; Main Paper: Alexander Strehl and Michael Littman (2008), Online Linear Regression and Its Application to Reinforcement Learning; Background Paper: Peter Auer (2002), Using Confidence Bounds for Exploitation-Exploration Trade-offs; Background Paper: "On Stochastic Versions of the EM Algorithm. Stone ebook download[/url] best value ebook reader [url=http://audiobooksworld.co.uk/Word-Sense-Disambiguation-Algorithms-and-Applications/p220373/][img]http://audiobooksworld.co.uk/image/5.gif[/img][/url]. In the first two ariticles, one topic is focused, namely the invertory of word senses. Word Sense Disambiguation: Algorithms and applications. Tags:Word Sense Disambiguation: Algorithms and Applications, tutorials, pdf, djvu, chm, epub, ebook, book, torrent, downloads, rapidshare, filesonic, hotfile, fileserve. To further disambiguate the term would likely require additional processes, some of which the project team is exploring in its current work on disambiguation, which looks for contextual clues provided by artworks and their metadata that are not normally considered in text-based disambiguation algorithms.