Investigations of Synonym Replacement for Swedish

We present results from an investigation on automatic synonym replacement for Swedish. Three different methods for choosing alternative synonyms were evaluated: (1) based on word frequency, (2) based on word length, and (3) based on level of synonymy. These three strategies were evaluated in terms...

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Main Authors: Robin Keskisärkkä, Arne Jönsson
Format: Article
Language:English
Published: Linköping University Electronic Press 2013-12-01
Series:Northern European Journal of Language Technology
Online Access:https://nejlt.ep.liu.se/article/view/1655
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author Robin Keskisärkkä
Arne Jönsson
author_facet Robin Keskisärkkä
Arne Jönsson
author_sort Robin Keskisärkkä
collection DOAJ
description We present results from an investigation on automatic synonym replacement for Swedish. Three different methods for choosing alternative synonyms were evaluated: (1) based on word frequency, (2) based on word length, and (3) based on level of synonymy. These three strategies were evaluated in terms of standardized readability metrics for Swedish, average word length, proportion of long words, and in relation to the ratio of errors in relation to replacements. The results show an improvement in readability for most strategies, but also show that erroneous substitutions are frequent.
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publisher Linköping University Electronic Press
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series Northern European Journal of Language Technology
spelling doaj-art-8fb36c9989e146f5af7e73032cd9d6712025-01-23T10:36:34ZengLinköping University Electronic PressNorthern European Journal of Language Technology2000-15332013-12-013Investigations of Synonym Replacement for SwedishRobin Keskisärkkä0Arne Jönsson1Santa Anna IT Research Institute AB, Linköping, SwedenSanta Anna IT Research Institute AB, Linköping, Sweden We present results from an investigation on automatic synonym replacement for Swedish. Three different methods for choosing alternative synonyms were evaluated: (1) based on word frequency, (2) based on word length, and (3) based on level of synonymy. These three strategies were evaluated in terms of standardized readability metrics for Swedish, average word length, proportion of long words, and in relation to the ratio of errors in relation to replacements. The results show an improvement in readability for most strategies, but also show that erroneous substitutions are frequent. https://nejlt.ep.liu.se/article/view/1655
spellingShingle Robin Keskisärkkä
Arne Jönsson
Investigations of Synonym Replacement for Swedish
Northern European Journal of Language Technology
title Investigations of Synonym Replacement for Swedish
title_full Investigations of Synonym Replacement for Swedish
title_fullStr Investigations of Synonym Replacement for Swedish
title_full_unstemmed Investigations of Synonym Replacement for Swedish
title_short Investigations of Synonym Replacement for Swedish
title_sort investigations of synonym replacement for swedish
url https://nejlt.ep.liu.se/article/view/1655
work_keys_str_mv AT robinkeskisarkka investigationsofsynonymreplacementforswedish
AT arnejonsson investigationsofsynonymreplacementforswedish