Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Conference Papers Conference Paper Faculty Publications- Conference Papers Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource An Analysis of Word Sense Disambiguation (WSD) Subject The topic of the resource Lexical ambiguity; Lexical semantics; Semantic annotation; Sense annotation; Word sense disambiguation; Word sense discrimination; WSD Description An account of the resource Word sense disambiguation (WSD) is the method of using computer algorithms to determine the sense of arguments in the background. As a result of its difficult nature, WSD has measured an AI-complete problem, i.e., a problem whose key is as minimum as difficult as those posed by artificial intelligence. This article describes the task and introduces motives to resolve the ambiguity of words discussed throughout the text. This article summarizes supervised, unsupervised, and knowledge-based solutions. Senseval/semeval campaigns are described in relation to the assessment of WSDs, with the aim of an unbiased assessment of schemes working on numerous disambiguation errands. Finally, future directions, requests, open difficulties, and open problems are discoursed. 2023, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. Creator An entity primarily responsible for making the resource Nanjundan P.; Mathews E.Z. Source A related resource from which the described resource is derived Lecture Notes in Electrical Engineering, Vol-990 LNEE, pp. 251-259. Publisher An entity responsible for making the resource available Springer Science and Business Media Deutschland GmbH Date A point or period of time associated with an event in the lifecycle of the resource 2023-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/978-981-19-9090-8_22" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-981-19-9090-8_22</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85161145467&amp;doi=10.1007%2F978-981-19-9090-8_22&amp;partnerID=40&amp;md5=cb4e726e195af8d380f649f42370f557" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85161145467&amp;doi=10.1007%2f978-981-19-9090-8_22&amp;partnerID=40&amp;md5=cb4e726e195af8d380f649f42370f557</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 18761100; ISBN: 978-981199089-2 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Conference paper Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Nanjundan P., Department of Data Science, Christ University, Lavasa, Pune, India; Mathews E.Z., Department of Data Science, Christ University, Lavasa, Pune, India