2024

Lankford, Séamus ORCID: 0000-0003-1693-9533 (2024) Enhancing neural machine translation of low-resource languages: corpus development, human evaluation and explainable AI architectures. PhD thesis, Dublin City University.

2022

Lankford, Séamus, Afli, Haithem ORCID: 0000-0002-7449-4707 and Way, Andy ORCID: 0000-0001-5736-5930 (2022) Human evaluation of English–Irish transformer-based NMT. Information, 13 (7). ISSN 2078-2489

Lankford, Séamus, Afli, Haithem ORCID: 0000-0002-7449-4707, Ní Loinsigh, Orla and Way, Andy ORCID: 0000-0001-5736-5930 (2022) gaHealth: An English–Irish bilingual corpus of health data. In: Proceedings of the Thirteenth Language Resources and Evaluation Conference, 20-25 June 2022, Marseille, France.

Lankford, Séamus, Afli, Haithem ORCID: 0000-0002-7449-4707 and Way, Andy ORCID: 0000-0001-5736-5930 (2022) Human evaluation of English–Irish transformer-based NMT. Information, 13 (7). ISSN 2078-2489

2021

Lankford, Séamus ORCID: 0000-0003-1693-9533, Afli, Haithem ORCID: 0000-0002-7449-4707 and Way, Andy ORCID: 0000-0001-5736-5930 (2021) Machine translation in the Covid domain: an English-Irish case study for LoResMT 2021. In: 4th Workshop on Technologies for MT of Low Resource Languages (LoResMT2021), 16 August 2021, Orlando,Fl, USA.

Lankford, Séamus, Afli, Haithem ORCID: 0000-0002-7449-4707 and Way, Andy ORCID: 0000-0001-5736-5930 (2021) Transformers for low-resource languages: is féidir linn! In: Machine Translation Summit XVIII: Research Track, 16 - 20 Aug 2021, Virtual.

Lankford, Séamus and Grimes, Diarmuid ORCID: 0000-0001-5551-6504 (2021) Enhanced neural architecture search using super learner and ensemble approaches. In: 2nd Asia Service Sciences and Software Engineering Conference (ASSE '21: 2021), 24 - 26 Feb 2021, Macau, Macao. ISBN 978-1-4503-8908-2

Lankford, Séamus (2021) Open-source neural architecture search with ensemble and pre-trained networks. International Journal of Modeling and Optimization, 11 (2). pp. 33-41. ISSN 2010-3697

Lankford, Séamus ORCID: 0000-0003-1693-9533 (2021) Effective tuning of regression models using an evolutionary approach: a case study. In: 3rd Artificial Intelligence and Cloud Computing Conference (AICCC 2020), 18 - 20 Dec 2020, Kyoto, Japan. ISBN 978-1-4503-8883-2

2020

Lankford, Séamus and Grimes, Diarmuid ORCID: 0000-0001-5551-6504 (2020) Neural architecture search using particle swarm and ant colony optimization. In: AICS 2020 Artificial Intelligence and Cognitive Science, 7-8 Dec 2020, Dublin, Ireland.