Mitigating gender bias in machine translation with target gender annotations

A Stafanovičs, T Bergmanis… - Proceedings of the Fifth …, 2020 - aclanthology.org
When translating “The secretary asked for details.” to a language with grammatical gender, it
might be necessary to determine the gender of the subject “secretary”. If the sentence does …

Facilitating terminology translation with target lemma annotations

T Bergmanis, M Pinnis - arXiv preprint arXiv:2101.10035, 2021 - arxiv.org
Most of the recent work on terminology integration in machine translation has assumed that
terminology translations are given already inflected in forms that are suitable for the target …

Tilde's machine translation systems for WMT 2018

M Pinnis, M Rikters, R Krišlauks - Proceedings of the Third …, 2018 - aclanthology.org
The paper describes the development process of the Tilde's NMT systems that were
submitted for the WMT 2018 shared task on news translation. We describe the data filtering …

Tilde's parallel corpus filtering methods for WMT 2018

M Pinnis - Proceedings of the Third Conference on Machine …, 2018 - aclanthology.org
The paper describes parallel corpus filtering methods that allow reducing noise of noisy
“parallel” corpora from a level where the corpora are not usable for neural machine …

Robust neural machine translation: modeling orthographic and interpunctual variation

T Bergmanis, A Stafanovičs… - … Technologies–The Baltic …, 2020 - ebooks.iospress.nl
Neural machine translation systems typically are trained on curated corpora and break when
faced with non-standard orthography or punctuation. Resilience to spelling mistakes and …

[PDF][PDF] Customized neural machine translation systems for the Swiss legal domain

R Martínez-Domínguez, M Rikters… - Proceedings of the …, 2020 - aclanthology.org
This paper describes Tilde's work on the development of a Neural Machine Translation
(NMT) platform for Hieronymus, a Switzerland-based boutique legal and financial translation …

[PDF][PDF] A tale of eight countries or the EU council presidency translator in retrospect

M Pinnis, T Bergmanis, K Metuzāle, V Šics… - Proceedings of the …, 2020 - aclanthology.org
In this paper, we describe the development of the EU Council Presidency Translator, a
machine translation solution first introduced during the EU Council Presidency of Latvia. We …

[图书][B] Machine Learning in Translation

P Wang, DB Sawyer - 2023 - taylorfrancis.com
Machine Learning in Translation introduces machine learning (ML) theories and
technologies that are most relevant to translation processes, approaching the topic from a …

[引用][C] Approaches to scalable, sustainable, and ethical natural language processing research in the face of rapid development

A Richardson - 2024 - espace.library.uq.edu.au
This thesis aims to address major concerns created by the rapid pace of development in
natural language processing (NLP). Developments to state-of-the-art in NLP have been …