Laranjeira, B.R., Moreira, V.P., Villavicencio, A. orcid.org/0000-0002-3731-9168 et al. (2 more authors) (2014) Comparing the quality of focused crawlers and of the translation resources obtained from them. In: Calzolari, N., Choukri, K., Declerck, T., Loftsson, H., Maegaard, B., Mariani, J., Moreno, A., Odijk, J. and Piperidis, S., (eds.) Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14). Ninth International Conference on Language Resources and Evaluation (LREC'14), 26-31 May 2014, Reykjavik, Iceland. European Language Resources Association (ELRA), pp. 3572-3578. ISBN: 9782951740884.
Abstract
Comparable corpora have been used as an alternative for parallel corpora as resources for computational tasks that involve domainspecific natural language processing. One way to gather documents related to a specific topic of interest is to traverse a portion of the web graph in a targeted way, using focused crawling algorithms. In this paper, we compare several focused crawling algorithms using them to collect comparable corpora on a specific domain. Then, we compare the evaluation of the focused crawling algorithms to the performance of linguistic processes executed after training with the corresponding generated corpora. Also, we propose a novel approach for focused crawling, exploiting the expressive power of multiword expressions.
Metadata
| Item Type: | Proceedings Paper |
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| Authors/Creators: |
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| Editors: |
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| Copyright, Publisher and Additional Information: | © 2014 European Language Resources Association (ELRA) |
| Keywords: | Focused Crawling; Comparable Corpora; Machine Translation |
| Dates: |
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| Institution: | The University of Sheffield |
| Academic Units: | The University of Sheffield > Faculty of Engineering (Sheffield) > Department of Computer Science (Sheffield) |
| Date Deposited: | 21 Nov 2019 14:54 |
| Last Modified: | 21 Nov 2019 16:28 |
| Published Version: | http://www.lrec-conf.org/proceedings/lrec2014/pdf/... |
| Status: | Published |
| Publisher: | European Language Resources Association (ELRA) |
| Refereed: | Yes |
| Related URLs: | |
| Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:153571 |

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