Markos Mylonakis

Translation Lexicon Estimates from Non-Parallel Corpora Pairs

Khalil Sima'an, Markos Mylonakis, 2007 .

Phrase Translation Probabilities with ITG Priors and Smoothing as Learning Objective

Khalil Sima'an, Markos Mylonakis, K. Sima'an, 2008, EMNLP.

Learning Probabilistic Synchronous CFGs for Phrase-Based Translation

Khalil Sima'an, Markos Mylonakis, K. Sima'an, 2010, CoNLL.

Learning Hierarchical Translation Structure with Linguistic Annotations

Khalil Sima'an, Markos Mylonakis, K. Sima'an, 2011, ACL.

Learning Structural Dependencies of Words in the Zipfian Tail

Khalil Sima'an, Tejaswini Deoskar, Markos Mylonakis, 2011, J. Log. Comput..

Better statistical estimation can benefit all phrases in phrase-based statistical machine translation

Khalil Sima'an, Markos Mylonakis, 2008, 2008 IEEE Spoken Language Technology Workshop.

Unsupervised estimation for noisy-channel models

Khalil Sima'an, Rebecca Hwa, Markos Mylonakis, 2007, ICML '07.