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MSVD-Turkish: a comprehensive multimodal video dataset for integrated vision and language research in Turkish

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  1. Article

    Open Access

    Read, spot and translate

    We propose multimodal machine translation (MMT) approaches that exploit the correspondences between words and image regions. In contrast to existing work, our referential grounding method considers objects as the...

    Lucia Specia, Josiah Wang, Sun Jae Lee, Alissa Ostapenko… in Machine Translation (2021)

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  2. Article

    Open Access

    Multimodal machine translation through visuals and speech

    Multimodal machine translation involves drawing information from more than one modality, based on the assumption that the additional modalities will contain useful alternative views of the input data. The most...

    Umut Sulubacak, Ozan Caglayan, Stig-Arne Grönroos, Aku Rouhe… in Machine Translation (2020)

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  3. Article

    An investigation into feature construction to assist word sense disambiguation

    Identifying the correct sense of a word in context is crucial for many tasks in natural language processing (machine translation is an example). State-of-the art methods for Word Sense Disambiguation (WSD) bui...

    Lucia Specia, Ashwin Srinivasan, Sachindra Joshi, Ganesh Ramakrishnan… in Machine Learning (2009)

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