Search Results - "Afli, Haithem"

Enabling All In-Edge Deep Learning: A Literature Review by Joshi, Praveen, Hasanuzzaman, Mohammed, Thapa, Chandra, Afli, Haithem, Scully, Ted

“…In recent years, deep learning (DL) models have demonstrated remarkable achievements on non-trivial tasks such as speech recognition, image processing, and…”
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adaptMLLM: Fine-Tuning Multilingual Language Models on Low-Resource Languages with Integrated LLM Playgrounds by Lankford, Séamus, Afli, Haithem, Way, Andy

“…The advent of Multilingual Language Models (MLLMs) and Large Language Models (LLMs) has spawned innovation in many areas of natural language processing…”
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Human Evaluation of English–Irish Transformer-Based NMT by Lankford, Séamus, Afli, Haithem, Way, Andy

“…In this study, a human evaluation is carried out on how hyperparameter settings impact the quality of Transformer-based Neural Machine Translation (NMT) for…”
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Nasopharyngeal Microbial Communities of Patients Infected With SARS-CoV-2 That Developed COVID-19 by Ventero, Maria Paz, Cuadrat, Rafael R C, Vidal, Inmaculada, Andrade, Bruno G N, Molina-Pardines, Carmen, Haro-Moreno, Jose M, Coutinho, Felipe H, Merino, Esperanza, Regitano, Luciana C A, Silveira, Cynthia B, Afli, Haithem, López-Pérez, Mario, Rodríguez, Juan Carlos

“…SARS-CoV-2 is an RNA virus causing COVID-19. The clinical characteristics and epidemiology of COVID-19 have been extensively investigated, however, only one…”
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Putative mobilized colistin resistance genes in the human gut microbiome by Andrade, Bruno G N, Goris, Tobias, Afli, Haithem, Coutinho, Felipe H, Dávila, Alberto M R, Cuadrat, Rafael R C

“…The high incidence of bacterial genes that confer resistance to last-resort antibiotics, such as colistin, caused by mobilized colistin resistance (mcr) genes,…”
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Performance and Information Leakage in Splitfed Learning and Multi-Head Split Learning in Healthcare Data and Beyond by Joshi, Praveen, Thapa, Chandra, Camtepe, Seyit, Hasanuzzaman, Mohammed, Scully, Ted, Afli, Haithem

“…Machine learning (ML) in healthcare data analytics is attracting much attention because of the unprecedented power of ML to extract knowledge that improves the…”
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BiGAMi: Bi-Objective Genetic Algorithm Fitness Function for Feature Selection on Microbiome Datasets by Leske, Mike, Bottacini, Francesca, Afli, Haithem, Andrade, Bruno G N

“…The relationship between the host and the microbiome, or the assemblage of microorganisms (including bacteria, archaea, fungi, and viruses), has been proven…”
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Stool and Ruminal Microbiome Components Associated With Methane Emission and Feed Efficiency in Nelore Beef Cattle by Andrade, Bruno G N, Bressani, Flavia A, Cuadrat, Rafael R C, Cardoso, Tainã F, Malheiros, Jessica M, de Oliveira, Priscila S N, Petrini, Juliana, Mourão, Gerson B, Coutinho, Luiz L, Reecy, James M, Koltes, James E, Neto, Adhemar Z, R de Medeiros, Sérgio, Berndt, Alexandre, Palhares, Julio C P, Afli, Haithem, Regitano, Luciana C A

“…The impact of extreme changes in weather patterns on the economy and human welfare is one of the biggest challenges our civilization faces. From anthropogenic…”
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adaptNMT: an open-source, language-agnostic development environment for neural machine translation by Lankford, Séamus, Afli, Haithem, Way, Andy

“…adaptNMT streamlines all processes involved in the development and deployment of RNN and Transformer neural translation models. As an open-source application,…”
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Predicting Country Instability Using Bayesian Deep Learning and Random Forest by Zebrowski, Adam, Afli, Haithem

“…Country instability is a global issue, with unpredictably high levels of instability thwarting socio-economic growth and possibly causing a slew of negative…”
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GASE: Generatively Augmented Sentence Encoding by Frank, Manuel, Afli, Haithem

“…We propose an approach to enhance sentence embeddings by applying generative text models for data augmentation at inference time. Unlike conventional data…”
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Design of an Open-Source Architecture for Neural Machine Translation by Lankford, Séamus, Afli, Haithem, Way, Andy

“…In Proceedings of the 1st Workshop on Open Community-Driven Machine Translation, pages 15-20, Tampere, Finland. European Association for Machine Translation,…”
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Transformers for Low-Resource Languages: Is F\'eidir Linn by Lankford, Séamus, Afli, Haithem, Way, Andy

“…Proceedings of Machine Translation Summit XVIII: Research Track 2021 The Transformer model is the state-of-the-art in Machine Translation. However, in general,…”
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Human Evaluation of English--Irish Transformer-Based NMT by Lankford, Séamus, Afli, Haithem, Way, Andy

“…Information 2022, 13(7), 309 In this study, a human evaluation is carried out on how hyperparameter settings impact the quality of Transformer-based Neural…”
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adaptMLLM: Fine-Tuning Multilingual Language Models on Low-Resource Languages with Integrated LLM Playgrounds by Lankford, Séamus, Afli, Haithem, Way, Andy

“…Information 2023, 14(12), 638 The advent of Multilingual Language Models (MLLMs) and Large Language Models has spawned innovation in many areas of natural…”
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adaptNMT: an open-source, language-agnostic development environment for Neural Machine Translation by Lankford, Séamus, Afli, Haithem, Way, Andy

“…Language Resources and Evaluation 57, 1671-1696, (2023) adaptNMT streamlines all processes involved in the development and deployment of RNN and Transformer…”
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Machine Translation in the Covid domain: an English-Irish case study for LoResMT 2021 by Lankford, Séamus, Afli, Haithem, Way, Andy

“…Proceedings of the 4th Workshop on Technologies for MT of Low Resource Languages (LoResMT2021) Translation models for the specific domain of translating Covid…”
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gaHealth: An English-Irish Bilingual Corpus of Health Data by Lankford, Séamus, Afli, Haithem, Loinsigh, Órla Ní, Way, Andy

“…In Proceedings of the Thirteenth Language Resources and Evaluation Conference, pages 6753-6758, Marseille, France. European Language Resources Association,…”
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Federated Split Learning with Only Positive Labels for resource-constrained IoT environment by Joshi, Praveen, Thapa, Chandra, Hasanuzzaman, Mohammed, Scully, Ted, Afli, Haithem

“…Distributed collaborative machine learning (DCML) is a promising method in the Internet of Things (IoT) domain for training deep learning models, as data is…”
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Enabling All In-Edge Deep Learning: A Literature Review by Joshi, Praveen, Hasanuzzaman, Mohammed, Thapa, Chandra, Afli, Haithem, Scully, Ted

“…In recent years, deep learning (DL) models have demonstrated remarkable achievements on non-trivial tasks such as speech recognition and natural language…”
Get full text