Search Results for author: Emmanouil Stergiadis

Found 2 papers, 2 papers with code

Curriculum Meta-Learning for Few-shot Classification

1 code implementation • 6 Dec 2021 • Emmanouil Stergiadis, Priyanka Agrawal, Oliver Squire

As the meta-learner's goal is learning how to learn from as few samples as possible, the exact number of those samples (i. e. the size of the support set) arises as a natural proxy of a given task's difficulty.

Classification Few-Shot Image Classification +1

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Multi-Domain Adaptation in Neural Machine Translation Through Multidimensional Tagging

1 code implementation • MTSummit 2021 • Emmanouil Stergiadis, Satendra Kumar, Fedor Kovalev, Pavel Levin

At Booking. com, we need to translate property descriptions, user reviews, as well as messages, (for example those sent between a customer and an agent or property manager).

Domain Adaptation Machine Translation +3

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