Rights statement: The LREC 2016 Proceedings are licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
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Final published version
Licence: CC BY-NC: Creative Commons Attribution-NonCommercial 4.0 International License
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
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TY - GEN
T1 - Lexical coverage evaluation of large-scale multilingual semantic lexicons for twelve languages
AU - Piao, Scott Songlin
AU - Rayson, Paul Edward
AU - Archer, Dawn
AU - Bianchi, Francesca
AU - Dayrell , Carmen
AU - El-Haj, Mahmoud
AU - Jiménez, Ricardo-María
AU - Knight, Dawn
AU - Křen, Michal
AU - Lofberg, Laura
AU - Nawab, Rao Muhammad Adeel
AU - Shafi, Jawad
AU - Teh, Phoey Lee
AU - Mudraya, Olga
N1 - The LREC 2016 Proceedings are licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
PY - 2016/5/23
Y1 - 2016/5/23
N2 - The last two decades have seen the development of various semantic lexical resources such as WordNet (Miller, 1995) and the USAS semantic lexicon (Rayson et al., 2004), which have played an important role in the areas of natural language processing and corpus-based studies. Recently, increasing efforts have been devoted to extending the semantic frameworks of existing lexicalknowledge resources to cover more languages, such as EuroWordNet and Global WordNet. In this paper, we report on the construction of large-scale multilingual semantic lexicons for twelve languages, which employ the unified Lancaster semantic taxonomy and provide a multilingual lexical knowledge base for the automatic UCREL semantic annotation system (USAS). Our work contributes towards the goal of constructing larger-scale and higher-quality multilingual semantic lexical resources and developing corpus annotation tools based on them. Lexical coverage is an important factor concerning the quality of the lexicons and the performance of the corpus annotation tools, and in this experiment we focus on evaluating the lexical coverage achieved by the multilingual lexicons and semantic annotation tools based on them. Our evaluation shows that some semantic lexicons such as those for Finnish and Italian have achieved lexical coverage of over 90% while others need further expansion.
AB - The last two decades have seen the development of various semantic lexical resources such as WordNet (Miller, 1995) and the USAS semantic lexicon (Rayson et al., 2004), which have played an important role in the areas of natural language processing and corpus-based studies. Recently, increasing efforts have been devoted to extending the semantic frameworks of existing lexicalknowledge resources to cover more languages, such as EuroWordNet and Global WordNet. In this paper, we report on the construction of large-scale multilingual semantic lexicons for twelve languages, which employ the unified Lancaster semantic taxonomy and provide a multilingual lexical knowledge base for the automatic UCREL semantic annotation system (USAS). Our work contributes towards the goal of constructing larger-scale and higher-quality multilingual semantic lexical resources and developing corpus annotation tools based on them. Lexical coverage is an important factor concerning the quality of the lexicons and the performance of the corpus annotation tools, and in this experiment we focus on evaluating the lexical coverage achieved by the multilingual lexicons and semantic annotation tools based on them. Our evaluation shows that some semantic lexicons such as those for Finnish and Italian have achieved lexical coverage of over 90% while others need further expansion.
KW - Semantic Lexicon
KW - semantic annotation tool
KW - multilingual lexicon
UR - http://lrec2016.lrec-conf.org/en/
M3 - Conference contribution/Paper
SN - 9782951740891
SP - 2614
EP - 2619
BT - LREC 2016, Tenth International Conference on Language Resources and Evaluation
A2 - Calzolari, Nicoletta
A2 - Choukri, Khalid
A2 - Declerck, Thierry
A2 - Grobelnik, Marko
A2 - Maegaard, Bente
A2 - Mariani, Joseph
A2 - Moreno, Asuncion
A2 - Odijk, Jan
A2 - Piperidis, Stelios
PB - European Language Resources Association (ELRA)
T2 - 10th edition of the Language Resources and Evaluation Conference (LREC2016)
Y2 - 23 May 2016 through 28 May 2016
ER -