Unsupervised estimation for noisy-channel models. - Markos Mylonakis; Khalil Sima'an; Rebecca Hwa (ICML, 2007)

Phrase Translation Probabilities with ITG Priors and Smoothing as Learning Objective. - Markos Mylonakis; Khalil Sima'an (EMNLP, 2008)

Better statistical estimation can benefit all phrases in phrase-based statistical machine translation. - Khalil Sima'an; Markos Mylonakis (SLT, 2008)

Learning Probabilistic Synchronous CFGs for Phrase-Based Translation. - Markos Mylonakis; Khalil Sima'an (CoNLL, 2010)

Learning Hierarchical Translation Structure with Linguistic Annotations. - Markos Mylonakis; Khalil Sima'an (ACL, 2011)

Learning structural dependencies of words in the Zipfian Tail. - Tejaswini Deoskar; Markos Mylonakis; Khalil Sima'an (J. Log. Comput., 2014)