research
∙
06/02/2023
Assessing the Importance of Frequency versus Compositionality for Subword-based Tokenization in NMT
Subword tokenization is the de facto standard for tokenization in neural...
share
research
∙
03/20/2022
Small Batch Sizes Improve Training of Low-Resource Neural MT
We study the role of an essential hyper-parameter that governs the train...
research
∙
09/09/2021
Subword Mapping and Anchoring across Languages
State-of-the-art multilingual systems rely on shared vocabularies that s...
research
∙
11/27/2019
Findings of the 2016 WMT Shared Task on Cross-lingual Pronoun Prediction
We describe the design, the evaluation setup, and the results of the 201...
research
∙
01/25/2019
Context in Neural Machine Translation: A Review of Models and Evaluations
This review paper discusses how context has been used in neural machine ...
research
∙
10/05/2018
Integrating Weakly Supervised Word Sense Disambiguation into Neural Machine Translation
This paper demonstrates that word sense disambiguation (WSD) can improve...
research
∙
10/30/2017
Machine Translation of Low-Resource Spoken Dialects: Strategies for Normalizing Swiss German
The goal of this work is to design a machine translation system for a lo...
research
∙
09/14/2017
Global-Context Neural Machine Translation through Target-Side Attentive Residual Connections
Neural sequence-to-sequence models achieve remarkable performance not on...
research
∙
07/04/2017