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Dictionary-based amharic - English information retrieval
KTH, School of Information and Communication Technology (ICT), Computer and Systems Sciences, DSV.
KTH, School of Information and Communication Technology (ICT), Computer and Systems Sciences, DSV.
2005 (English)In: MULTILINGUAL INFORMATION ACCESS FOR TEXT, SPEECH AND IMAGES / [ed] Peters, C; Clough, P; Gonzalo, J; Jones, GJF; Kluck, M; Magnini, B, BERLIN: SPRINGER-VERLAG BERLIN , 2005, Vol. 3491, 143-149 p.Conference paper, Published paper (Refereed)
Abstract [en]

We present two approaches to the Amharic - English bilingual track in CLEF 2004. Both experiments use a dictionary based approach to translate the Amharic queries into English Bags-of-words, but while one approach removes non-content bearing words from the Amharic queries based on their IDF value, the other uses a list of English stop words to perform the same task. The resulting translated (English) terms are then submitted to a retrieval engine that supports the Boolean and vector-space models. In our experiments, the second approach (based on a list of English stop words) performs slightly better than the one based on IDF values for the Amharic terms.

Place, publisher, year, edition, pages
BERLIN: SPRINGER-VERLAG BERLIN , 2005. Vol. 3491, 143-149 p.
Series
LECTURE NOTES IN COMPUTER SCIENCE, ISSN 0302-9743 ; 3491
Keyword [en]
Computer aided language translation, Linguistics, Mathematical models, Query languages, Search engines, Vectors
National Category
Computer Science
Identifiers
URN: urn:nbn:se:kth:diva-43209ISI: 000231117600014Scopus ID: 2-s2.0-24944554947ISBN: 3-540-27420-0 (print)OAI: oai:DiVA.org:kth-43209DiVA: diva2:447821
Conference
5th Workshop of the Cross-Language Evaluation Forum. Bath, ENGLAND. SEP 15-17, 2004
Note
QC 20111013Available from: 2011-10-13 Created: 2011-10-13 Last updated: 2011-10-13Bibliographically approved

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CiteExportLink to record
Permanent link

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Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf