papers AI Learner
The Github is limit! Click to go to the new site.

Are BLEU and Meaning Representation in Opposition?

2018-05-16
Ondřej Cífka, Ondřej Bojar

Abstract

One of possible ways of obtaining continuous-space sentence representations is by training neural machine translation (NMT) systems. The recent attention mechanism however removes the single point in the neural network from which the source sentence representation can be extracted. We propose several variations of the attentive NMT architecture bringing this meeting point back. Empirical evaluation suggests that the better the translation quality, the worse the learned sentence representations serve in a wide range of classification and similarity tasks.

Abstract (translated by Google)
URL

https://arxiv.org/abs/1805.06536

PDF

https://arxiv.org/pdf/1805.06536


Similar Posts

Comments