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An investigation of decompounding for cross-language patent search

Leveling, Johannes and Magdy, Walid and Jones, Gareth J.F. (2011) An investigation of decompounding for cross-language patent search. In: The 34th Annual ACM SIGIR Conference, 24-28 Jul 2011, Beijing, China.

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Abstract

Decompounding has been found to improve information retrieval (IR) effectiveness in general domains for languages such as German or Dutch. We investigate if cross-language patent retrieval can profit from decompounding. This poses two challenges: i) There may be few resources such as parallel corpora available for training an machine translation system for a compounding language. ii) Patents have a specific writing style and vocabulary (“patentese”), which may affect the performance of decompounding and translation methods. Experiments on data from the CLEF-IP 2010 task show that decompounding patents for translation can overcome out-of-vocabulary problems (OOV) and that decompounding improves IR performance significantly for small training corpora.

Item Type:Conference or Workshop Item (Poster)
Event Type:Conference
Refereed:Yes
Uncontrolled Keywords:Experimentation; Performance; Measurement; Patent Retrieval; Decompounding
Subjects:Computer Science > Information retrieval
DCU Faculties and Centres:Research Initiatives and Centres > Centre for Next Generation Localisation (CNGL)
DCU Faculties and Schools > Faculty of Engineering and Computing > School of Computing
Use License:This item is licensed under a Creative Commons Attribution-NonCommercial-Share Alike 3.0 License. View License
ID Code:16447
Deposited On:25 Jul 2011 14:10 by Shane Harper. Last Modified 25 Jul 2011 14:10

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