Knoth, Petr; Collins, Trevor; Sklavounou, Elsa and Zdrahal, Zdenek
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.
Full text available as:
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.
||2010 Springer-Verlag Berlin Heidelberg
|Project Funding Details:
|Funded Project Name||Project ID||Funding Body|
|Not Set||Not Set||Eurogene (The First Pan-European Learning Service in the Field of Genetics, Contract no. ECP-2006-EDU-410018)|
||The original publication is available at www.springerlink.com
||Knowledge Media Institute
|Interdisciplinary Research Centre:
||Centre for Research in Computing (CRC)
||05 Oct 2010 11:45
||22 Mar 2016 18:01
|Share this page:
Actions (login may be required)