Replacing Linguists with Dummies: A Serious Need for Trivial Baselines in Multi-Task Neural Machine Translation

Recent developments in machine translation experiment with the idea that a model can improve the translation quality by performing multiple tasks, e.g., translating from source to target and also labeling each source word with syntactic information. The intuition is that the network would generalize...

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Bibliographic Details
Main Authors: Kondratyuk Daniel, Cardenas Ronald, Bojar Ondřej
Format: Article
Language:English
Published: Sciendo 2019-10-01
Series:Prague Bulletin of Mathematical Linguistics
Online Access:https://doi.org/10.2478/pralin-2019-0005