Abstract
We present a novel extension to a recently proposed incremental learning algorithm for the word segmentation problem originally introduced in Goldwater (2006). By adding rejuvenation to a particle filter, we are able to considerably improve its performance, both in terms of finding higher probability and higher accuracy solutions.
Original language | English |
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Title of host publication | Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics |
Subtitle of host publication | Short Papers - Volume 2 |
Place of Publication | Stroudsburg, PA |
Publisher | ACM |
Pages | 85-89 |
Number of pages | 5 |
Volume | 2 |
ISBN (Print) | 9781937284251 |
Publication status | Published - Jul 2012 |
Event | 50th Annual Meeting of the Association for Computational Linguistics, ACL - 2012 - Jeju Island, Korea, Republic of Duration: 8 Jul 2012 → 14 Jul 2012 |
Other
Other | 50th Annual Meeting of the Association for Computational Linguistics, ACL - 2012 |
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Country/Territory | Korea, Republic of |
City | Jeju Island |
Period | 8/07/12 → 14/07/12 |