Language Agnostic Representations

AbstractCross-lingual transfer learning has become an important weapon to battle the unavailability of annotated resources for low-resource languages. One of the fundamental techniques to transfer across languages is learning language-agnostic …...

AbstractWhen a bilingual student learns to solve word problems in math, we expect the student to be able to solve these problem in both languages the student is fluent in, …...

AbstractWe describe the enhancement of a multilingual NMT toolkit developed as part of the FoTran project. We devise our modular attention-bridge model, which connects language-specific components through a shared network …...