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Publications
PhD Thesis
 Learning the Latent Structure of Translation
[info + pdf] |
Markos
Mylonakis
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PhD
Thesis
Institute for Logic, Language and Computation
University of
Amsterdam, 2012 |
Conference Papers
2011
Learning Hierarchical Translation
Structure with Linguistic Annotations
[pdf]
[bib] |
| Markos
Mylonakis and Khalil Sima'an |
| In Proceedings of the 49th Annual
Meeting of the Association for Computational Linguistics: Human
Language Technologies (ACL-HLT
2011), Portland, OR, USA, June 2011 |
Learning Structural Dependencies of
Words in the Zipfian Tail
[pdf]
[bib] |
| Tejaswini
Deoskar, Markos Mylonakis, and Khalil Sima’an |
| In Proceedings of the 12th International
Conference on Parsing Technologies (IWPT
2011), Dublin, Ireland, October 2011 |
2010
Learning Probabilistic Synchronous CFGs for
Phrase-based Translation
[pdf]
[bib] |
| Markos
Mylonakis and Khalil Sima'an |
| In Proceedings of the Fourteenth
Conference on Computational Natural Language Learning (CoNLL 2010),
Uppsala, Sweden, July 2010 |
2008
Phrase Translation Probabilities with ITG
Priors and Smoothing as Learning Objective
[pdf]
[bib] |
| Markos
Mylonakis and Khalil Sima'an |
| In Proceedings of the 2008
Conference on Empirical Methods in Natural Language Processing (EMNLP 2008),
Honolulu, HI, USA, October 2008 |
Better Statistical Estimation Can Benefit
All Phrases in Phrase-Based Statistical Machine Translation
[pdf]
[bib] |
| Khalil
Sima'an and Markos
Mylonakis |
| In Proceedings of the IEEE
Workshop on Spoken Language Technology (SLT 2008), Goa,
India, December 2008 |
2007
Unsupervised Estimation for Noisy-Channel
Models
[pdf]
[bib] |
| Markos
Mylonakis, Khalil Sima'an, Rebecca Hwa |
| In Proceedings of the 24th Annual
International Conference on Machine Learning (ICML 2007),
Corvallis,
OR, USA, June 2007 |
Translation Lexicon Estimates from
Non-Parallel Corpora Pairs
[pdf]
[bib] |
| Markos
Mylonakis, Khalil Sima'an |
| Proceedings of the 19th Belgian-Dutch
Conference
on Artificial Intelligence (BNAIC
2007), Utrecht, The Netherlands,
November 2007 |
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BNAIC 2007 Best Paper Award |
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