Publication
The SUMMA Platform Prototype
Related publications (32)
Discourse Phenomena in Machine Translation
Lesly Sadiht Miculicich Werlen
Machine Translation (MT) has made considerable progress in the past two decades, particularly after the introduction of neural network models (NMT). During this time, the research community has mostly focused on modeling and evaluating MT systems at the se ...
EPFL2021Subword Mapping and Anchoring across Languages
State-of-the-art multilingual systems rely on shared vocabularies that sufficiently cover all considered languages. To this end, a simple and frequently used approach makes use of subword vocabularies constructed jointly over several languages. We hypothes ...
Assoc Computational Linguistics-Acl2021Loss landscape and symmetries in Neural Networks
Neural networks (NNs) have been very successful in a variety of tasks ranging from machine translation to image classification. Despite their success, the reasons for their performance are still not well-understood. This thesis explores two main themes: lo ...
EPFL2021Discourse-level features for statistical machine translation
Machine Translation (MT) has progressed tremendously in the past two decades. The rule-based and interlingua approaches have been superseded by statistical models, which learn the most likely translations from large parallel corpora. System design does not ...
EPFL2015Disambiguating Discourse Connectives for Statistical Machine Translation
Andrei Popescu-Belis, Thomas Meyer
This paper shows that the automatic labeling of discourse connectives with the relations they signal, prior to machine translation (MT), can be used by phrase-based statistical MT systems to improve their translations. This improvement is demonstrated here ...
2015