NMTPY: A Flexible Toolkit for Advanced Neural Machine Translation Systems

In this paper, we present nmtpy, a flexible Python toolkit based on Theano for training Neural Machine Translation and other neural sequence-to-sequence architectures. nmtpy decouples the specification of a network from the training and inference utilities to simplify the addition of a new architect...

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Bibliographic Details
Main Authors: Caglayan Ozan, García-Martínez Mercedes, Bardet Adrien, Aransa Walid, Bougares Fethi, Barrault Loïc
Format: Article
Language:English
Published: Sciendo 2017-10-01
Series:Prague Bulletin of Mathematical Linguistics
Online Access:http://www.degruyter.com/view/j/pralin.2017.109.issue-1/pralin-2017-0035/pralin-2017-0035.xml?format=INT