About me

I'm currently research assistant at Idiap Research Institute and PhD student at École polytechnique fédérale de Lausanne (EPFL) in Switzerland, under the supervision of Dr. James Henderson and Prof. Hervé Bourlard.
Previously, I received a Master's degree in Computer Science from the joint program of Universities of Fribourg, Bern, and Neuchatel in Switzerland, and Bachelor degree in Computer Science from Pontificia Universidad Católica del Perú (PUCP).
I'm working on extenting contextual and inter-sentential information for Neural Machine Translation (NMT). My research is founded by SUMMA project.

More information:

CV, LinkedIn, Google Schoolar

Publications

  L Miculicich Werlen, N Pappas, D Ram, A Popescu-Belis
Global-Context Neural Machine Translation through Target-Side Attentive Residual Connections [bib]
arXiv preprint arXiv:1709.04849, 2017
  L Miculicich Werlen, A Popescu-Belis
Using Coreference Links to Improve Spanish-to-English Machine Translation [bib]
Proceedings of the 2nd Workshop on Coreference Resolution Beyond OntoNotes at EACL, 2017
  L Miculicich Werlen, A Popescu-Belis
Validation of an Automatic Metric for the Accuracy of Pronoun Translation (APT) [bib]
Proceedings of the Third Workshop on Discourse in Machine Translation at EMNLP, 2017
  L Miculicich Werlen
Statistical learning methods for profiling analysis [bib]
Proceedings of CLEF, 2015
  NQ Luong, L Miculicich Werlen, A Popescu-Belis
Pronoun translation and prediction with or without coreference links [bib]
Proceedings of the Second Workshop on Discourse in Machine Translation at EMNLP, 2015