Title |
Pivot-based Multilingual Dictionary Building using Wiktionary |
Authors |
Judit Ács |
Abstract |
We describe a method for expanding existing dictionaries in several languages by discovering previously non-existent links between translations. We call this method triangulation and we present and compare several variations of it. We assess precision manually, and recall by comparing the extracted dictionaries with independently obtained basic vocabulary sets. We featurize the translation candidates and train a maximum entropy classifier to identify correct translations in the noisy data. |
Topics |
Collaborative Resource Construction |
Full paper |
Pivot-based Multilingual Dictionary Building using Wiktionary |
Bibtex |
@InProceedings{CS14.864,
author = {Judit Ács}, title = {Pivot-based Multilingual Dictionary Building using Wiktionary}, booktitle = {Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14)}, year = {2014}, month = {may}, date = {26-31}, address = {Reykjavik, Iceland}, editor = {Nicoletta Calzolari (Conference Chair) and Khalid Choukri and Thierry Declerck and Hrafn Loftsson and Bente Maegaard and Joseph Mariani and Asuncion Moreno and Jan Odijk and Stelios Piperidis}, publisher = {European Language Resources Association (ELRA)}, isbn = {978-2-9517408-8-4}, language = {english} } |