MATERNA, Jiří and Karel PALA. Using Ontologies for Semi-automatic Linking VerbaLex with FrameNet. In roceedings of the Seventh conference on International Language Resources and Evaluation (LREC'10). Valletta, Malta: European Language Resources Association (ELRA), 2010, p. 3331 -- 3337, 2000 pp. ISBN 2-9517408-6-7.
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Basic information
Original name Using Ontologies for Semi-automatic Linking VerbaLex with FrameNet
Name in Czech Využití ontologií k poloautomatickému propojení VerbaLexu a FrameNetu
Authors MATERNA, Jiří (203 Czech Republic) and Karel PALA (203 Czech Republic, guarantor).
Edition Valletta, Malta, roceedings of the Seventh conference on International Language Resources and Evaluation (LREC'10), p. 3331 -- 3337, 2000 pp. 2010.
Publisher European Language Resources Association (ELRA)
Other information
Original language English
Type of outcome Proceedings paper
Field of Study 10201 Computer sciences, information science, bioinformatics
Country of publisher Czech Republic
Confidentiality degree is not subject to a state or trade secret
WWW URL
RIV identification code RIV/00216224:14330/10:00044681
Organization unit Faculty of Informatics
ISBN 2-9517408-6-7
Keywords (in Czech) VerbaLex; FrameNet; propojení; ontologie
Keywords in English VerbaLex; FrameNet; linking; ontology
Tags best2
Tags International impact, Reviewed
Changed by Changed by: prof. PhDr. Karel Pala, CSc., učo 455. Changed: 25/11/2010 11:54.
Abstract
This work presents a method of linking verbs and their valency frames in VerbaLex database developed at the Centre for NLP at the Faculty of Informatics Masaryk University to the frames in Berkeley FrameNet. While completely manual work may take a long time, the proposed semi-automatic approach requires a smaller amount of human effort to reach sufficient results. The method of linking VerbaLex frames to FrameNet frames consists of two phases. The goal of the first one is to find an appropriate FrameNet frame for each frame in VerbaLex. The second phase includes assigning FrameNet frame elements to the deep semantic roles in VerbaLex. In this work main emphasis is put on the exploitation of ontologies behind VerbaLex and FrameNet. Especially, the method of linking FrameNet frame elements with VerbaLex semantic roles is built using the information provided by the ontology of semantic types in FrameNet. Based on the proposed technique, a semi-automatic linking tool has been developed. By linking FrameNet to VerbaLex, we are able to find a non-trivial subset of the interlingual FrameNet frames (including their frame-to-frame relations), which could be used as a core for building FrameNet in Czech.
Links
GAP401/10/0792, research and development projectName: Temporální aspekty znalostí a informací
Investor: Czech Science Foundation
GA407/07/0679, research and development projectName: Právní e-slovník - PES
Investor: Czech Science Foundation, Legal e-dictionary - PES
LC536, research and development projectName: Centrum komputační lingvistiky
Investor: Ministry of Education, Youth and Sports of the CR, Centrum komputační lingvistiky
2C06009, research and development projectName: Prostředky tvorby komplexní báze znalostí pro komunikaci se sémantickým webem v přirozeném jazyce (Acronym: COT-SEWing)
Investor: Ministry of Education, Youth and Sports of the CR
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