Search Results - "Rubino, Raphael"

Extremely low-resource neural machine translation for Asian languages by Rubino, Raphael, Marie, Benjamin, Dabre, Raj, Fujita, Atushi, Utiyama, Masao, Sumita, Eiichiro

“…This paper presents a set of effective approaches to handle extremely low-resource language pairs for self-attention based neural machine translation (NMT)…”
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Crawl and crowd to bring machine translation to under-resourced languages by Toral, Antonio, Esplá-Gomis, Miquel, Klubička, Filip, Ljubešić, Nikola, Papavassiliou, Vassilis, Prokopidis, Prokopis, Rubino, Raphael, Way, Andy

“…We present a widely applicable methodology to bring machine translation (MT) to under-resourced languages in a cost-effective and rapid manner. Our proposal…”
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Re-assessing the Impact of SMT Techniques with Human Evaluation: a Case Study on English reversible reaction Croatian by Toral, Antonio, Rubino, Raphael, Ramirez-Sanchez, Gema

“…We re-assess the impact brought by a set of widely-used SMT models and techniques by means of human evaluation. These include different types of development…”
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Quality estimation-guided supplementary data selection for domain adaptation of statistical machine translation by Banerjee, Pratyush, Rubino, Raphael, Roturier, Johann, van Genabith, Josef

“…The problem of domain adaptation in statistical machine translation systems emanates from the fundamental assumption that test and training data are drawn…”
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Re-assessing the Impact of SMT Techniques with Human Evaluation: a Case Study on English[Lef-right arrow]Croatian by Toral, Antonio, Rubino, Raphael, Ramírez-Sánchez, Gema

“…We re-assess the impact brought by a set of widely-used SMT models and techniques by means of human evaluation. These include different types of development…”
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Scientific Credibility of Machine Translation Research: A Meta-Evaluation of 769 Papers by Marie, Benjamin, Fujita, Atsushi, Rubino, Raphael

“…This paper presents the first large-scale meta-evaluation of machine translation (MT). We annotated MT evaluations conducted in 769 research papers published…”
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Balancing Cost and Benefit with Tied-Multi Transformers by Dabre, Raj, Rubino, Raphael, Fujita, Atsushi

“…We propose and evaluate a novel procedure for training multiple Transformers with tied parameters which compresses multiple models into one enabling the…”
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Fusion of Self-supervised Learned Models for MOS Prediction by Yang, Zhengdong, Zhou, Wangjin, Chu, Chenhui, Li, Sheng, Dabre, Raj, Rubino, Raphael, Zhao, Yi

“…We participated in the mean opinion score (MOS) prediction challenge, 2022. This challenge aims to predict MOS scores of synthetic speech on two tracks, the…”
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INFODENS: An Open-source Framework for Learning Text Representations by Taie, Ahmad, Rubino, Raphael, van Genabith, Josef

“…The advent of representation learning methods enabled large performance gains on various language tasks, alleviating the need for manual feature engineering…”
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Audio indexing on a medical video database: The AVISON project by Senay, G., Oger, S., Rubino, R., Linares, G., Parent, T.

“…This paper presents an overview of our research conducted in the context of the AVISON project which aims to develop a platform for indexing surgery videos of…”
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