EUROGENE: multilingual retrieval and machine translation applied to human genetics
http://data.open.ac.uk/oro/23402
is a Article , Academic article

Outgoing links

Property Object
Creator
Dataset Open Research Online
Publisher Springer
At The 32nd European Conference on Information Retrieval (ECIR 2010)
Date 2010
Is part of repository
Status Peer reviewed
URI
  • http://data.open.ac.uk/oro/document/11037
  • http://data.open.ac.uk/oro/document/14896
  • http://data.open.ac.uk/oro/document/15876
  • http://data.open.ac.uk/oro/document/6027
Abstract The objective of Eurogene is to collect a critical mass of educational content in the field of human genetics in nine European languages and to build a platform that will support the retrieval, sharing and navigation over the learning content. The Eurogene platform is already operational and is being used by the genetics community. In this paper, a part of the Eurogene platform related to the retrieval and machine translation of domain specific content is described. Our contribution lies in an approach for domain-specific adaption of cross-language information retrieval (CLIR) and machine translation (MT). The CLIR system is based on a multilingual domain ontology which is also used as a synchronization component between CLIR and MT. The MT system is adapted to the target domain using the terminology represented in the ontology and using statistical training performed on a collection of parallel texts. In the statistical training phase, new translations of a term can be discovered and used for ontology updating. The paper is organized as follows. First, we describe the motivation for our approach and the multilingual domain ontology. Later, the CLIR and MT components and their domain adaption and synchronization are discussed.
Authors authors
Editors editors
Type
Label Knoth, Petr ; Collins, Trevor ; Sklavounou, Elsa and Zdrahal, Zdenek (2010). EUROGENE: multilingual retrieval and machine translation applied to human genetics. In: Advances in Information Retrieval: 32nd European Conference on IR Research, ECIR 2010, Milton Keynes, UK, March 28-31, 2010. Proceedings (Gurrin, Cathal; He, Yulan; Kazai, Gabriella; Kruschwitz, Udo; Little, Suzanne; Roelleke, Thomas; Rüger, Stefan and van Rijsbergen, Keith eds.), Lecture Notes in Computer Science, Springer, Berlin, pp. 670–671.
Title EUROGENE: multilingual retrieval and machine translation applied to human genetics