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Here be dragons? The perils and promises of inter-resource lexical-semantic mapping

Conference paper
Authors Lars Borin
Luis Nieto Piña
Richard Johansson
Published in Linköping Electronic Conference Proceedings. Semantic resources and semantic annotation for Natural Language Processing and the Digital Humanities. Workshop at NODALIDA , May 11, 13-18 2015, Vilnius
Volume 112
Pages 1-11
ISBN 978-91-7519-049-5
ISSN 1650-3686
Publication year 2015
Published at Department of Swedish
Pages 1-11
Language en
Keywords language technology, thesaurus, word sense disambiguation, inter-resource mapping, corpus-based word semantics, lexicon based word semantics, SALDO, Roget
Subject categories Language Technology (Computational Linguistics), Computational linguistics, Linguistics


Lexical-semantic knowledges sources are a stock item in the language technologist’s toolbox, having proved their practical worth in many and diverse natural language processing (NLP) applications. In linguistics, lexical semantics comes in many flavors, but in the NLP world, wordnets reign more or less supreme. There has been some promising work utilizing Roget-style thesauruses instead, but wider experimentation is hampered by the limited availability of such resources. The work presented here is a first step in the direction of creating a freely available Roget-style lexical resource for modern Swedish. Here, we explore methods for automatic disambiguation of interresource mappings with the longer-term goal of utilizing similar techniques for automatic enrichment of lexical-semantic resources.

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