Search Results - "Federico, Marcello"

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    Multilingual Neural Machine Translation for Low-Resource Languages by Lakew, Surafel M, Federico, Marcello, Negri, Matteo, Turchi, Marco

    Published in IJCoL (Torino) (01-06-2018)
    “…In recent years, Neural Machine Translation (NMT) has been shown to be more effective than phrase-based statistical methods, thus quickly becoming the state of…”
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    Journal Article
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    Speech Translation by Confusion Network Decoding by Bertoldi, N., Zens, R., Federico, M.

    “…This paper describes advances in the use of confusion networks as interface between automatic speech recognition and machine translation. In particular, it…”
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    Conference Proceeding
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    Neural versus phrase-based MT quality: An in-depth analysis on English–German and English–French by Bentivogli, Luisa, Bisazza, Arianna, Cettolo, Mauro, Federico, Marcello

    Published in Computer speech & language (01-05-2018)
    “…•Evaluation through high quality post-edits performed by professional translators.•Focus on English–German and English–French language directions.•Neural MT…”
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    Journal Article
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    Language model adaptation through topic decomposition and MDI estimation by Federico, Marcello

    “…This work presents a language model adaptation method combining the latent semantic analysis framework with the minimum discrimination information estimation…”
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    Conference Proceeding
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    ISOMETRIC MT: Neural Machine Translation for Automatic Dubbing by Lakew, Surafel M., Virkar, Yogesh, Mathur, Prashant, Federico, Marcello

    “…Automatic dubbing (AD) is among the machine translation (MT) use cases where translations should match a given length to allow for synchronicity between source…”
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    Conference Proceeding
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    Improvements to Prosodic Alignment for Automatic Dubbing by Virkar, Yogesh, Federico, Marcello, Enyedi, Robert, Barra-Chicote, Roberto

    “…Automatic dubbing is an extension of speech-to-speech translation such that the resulting target speech is carefully aligned in terms of duration, lip…”
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    Conference Proceeding
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    Duration Modeling of Neural TTS for Automatic Dubbing by Effendi, Johanes, Virkar, Yogesh, Barra-Chicote, Roberto, Federico, Marcello

    “…Automatic dubbing (AD) addresses the problem of translating speech in a video with speech in another language while preserving the viewer experience. A most…”
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    Conference Proceeding
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    Machine Translation Verbosity Control for Automatic Dubbing by Lakew, Surafel M., Federico, Marcello, Wang, Yue, Hoang, Cuong, Virkar, Yogesh, Barra-Chicote, Roberto, Enyedi, Robert

    “…Automatic dubbing aims at seamlessly replacing the speech in a video document with synthetic speech in a different language. The task implies many challenges,…”
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    Conference Proceeding
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    Word from the editors by Orăsan, Constantin, Federico, Marcello

    Published in Machine translation (01-09-2017)
    “…Translation Memories (TM) play an important role in the translation workflow of many professional translators. The underlying idea of TMs is that a translator…”
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    Journal Article
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    Introduction to the Special Section on Continuous Space and Related Methods in Natural Language Processing by Li, Haizhou, Federico, Marcello, He, Xiaodong, Meng, Helen, Trancoso, Isabel

    “…The articles in this special section discuss some latest findings on research problems related to the application of continuous space and related models in…”
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    Journal Article
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    Word from the editors by Orăsan, Constantin, Federico, Marcello

    Published in Machine translation (01-12-2016)
    “…Translation Memories (TMs) are widely used by professional translators in their day-to-day activities. The underlying idea of TMs is that a translator should…”
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    Journal Article
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    Data-driven annotation of binary MT quality estimation corpora based on human post-editions by Turchi, Marco, Negri, Matteo, Federico, Marcello

    Published in Machine translation (01-12-2014)
    “…Advanced computer-assisted translation (CAT) tools include automatic quality estimation (QE) mechanisms to support post-editors in identifying and selecting…”
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    Journal Article
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    Dynamically Shaping the Reordering Search Space of Phrase-Based Statistical Machine Translation by Bisazza, Arianna, Federico, Marcello

    “…Defining the reordering search space is a crucial issue in phrase-based SMT between distant languages. In fact, the optimal trade-off between accuracy and…”
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    Journal Article
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    On the Evaluation of Adaptive Machine Translation for Human Post-Editing by Bentivogli, Luisa, Bertoldi, Nicola, Cettolo, Mauro, Federico, Marcello, Negri, Matteo, Turchi, Marco

    “…We investigate adaptive machine translation (MT) as a way to reduce human workload and enhance user experience when professional translators operate in…”
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    Journal Article
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    Automatic translation memory cleaning by Negri, Matteo, Ataman, Duygu, Sabet, Masoud Jalili, Turchi, Marco, Federico, Marcello

    Published in Machine translation (01-09-2017)
    “…We address the problem of automatically cleaning a translation memory (TM) by identifying problematic translation units (TUs). In this context, we treat as…”
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    Journal Article
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    The first Automatic Translation Memory Cleaning Shared Task by Barbu, Eduard, Escartín, Carla Parra, Bentivogli, Luisa, Negri, Matteo, Turchi, Marco, Orasan, Constantin, Federico, Marcello

    Published in Machine translation (01-12-2016)
    “…This paper reports on the organization and results of the first Automatic Translation Memory Cleaning Shared Task. This shared task is aimed at finding…”
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    Journal Article