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Proposing distributional semantics as a tool for medical vocabulary expansion
Stockholm University, Faculty of Social Sciences, Department of Computer and Systems Sciences.
Stockholm University, Faculty of Social Sciences, Department of Computer and Systems Sciences.
2015 (English)In: International Workshop on Embeddings and Semantics: SEPLN ‘15 / [ed] Parth Gupta, Rafael E. Banchs, Paolo Rosso, 2015Conference paper, Published paper (Refereed)
Abstract [en]

A tool that extends a given vocabulary by automatically extracting new term candidates from a corpus could facilitate vocabulary expansion, as well as ensure that extracted terms correspond to those actually used in a specific text genre. We here propose a user interface for such a tool, and evaluate the feasibility of using Random Indexing for positioning new term candidates in a given taxonomy.

Place, publisher, year, edition, pages
2015.
Keyword [en]
distributional semantics, vocabulary expansion
National Category
Information Systems
Research subject
Computer and Systems Sciences
Identifiers
URN: urn:nbn:se:su:diva-122871OAI: oai:DiVA.org:su-122871DiVA: diva2:868701
Conference
SEPLN ‘15, Alicante, Spain, 16-18 September, 2015
Available from: 2015-11-11 Created: 2015-11-11 Last updated: 2017-03-28Bibliographically approved

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CiteExportLink to record
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Citation style
  • apa
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