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13 research outcomes, page 1 of 2
  • publication . Conference object . Article . Preprint . 2020
    Open Access English
    Authors:
    Zeyu Sun; Jie Zhang; Mark Harman; Mike Papadakis; Lu Zhang;
    Country: Luxembourg
    Project: EC | MEMS-4-MMIC (224101)

    This paper presents TransRepair, a fully automatic approach for testing and repairing the consistency of machine translation systems. TransRepair combines mutation with metamorphic testing to detect inconsistency bugs (without access to human oracles). It then adopts pr...

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  • publication . Conference object . 2017
    Open Access English
    Authors:
    Azad Abad; Moin Nabi; Alessandro Moschitti;
    Persistent Identifiers
    Publisher: ACM
    Country: Italy
    Project: EC | CogNet (671625)

    In this paper, we introduce a general iterative human-machine collaborative method for training crowdsource workers: the classifier (i.e., the machine) selects the highest quality examples for training the crowdsource workers (i.e., the humans). Then, the latter annotat...

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  • publication . Conference object . 2017
    Open Access English
    Authors:
    Massimo Nicosia; Alessandro Moschitti;
    Persistent Identifiers
    Publisher: Association for Computational Linguistics (ACL)
    Country: Italy
    Project: EC | CogNet (671625)

    Tree kernels (TKs) and neural networks are two effective approaches for automatic feature engineering. In this paper, we combine them by modeling context word similarity in semantic TKs. This way, the latter can operate subtree matching by applying neural-based similari...

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  • publication . Conference object . 2017
    Open Access English
    Authors:
    Iryna Haponchyk; Alessandro Moschitti;
    Persistent Identifiers
    Publisher: Association for Computational Linguistics
    Project: EC | CogNet (671625)

    An interesting aspect of structured prediction is the evaluation of an output structure against the gold standard. Especially in the loss-augmented setting, the need of finding the max-violating constraint has severely limited the expressivity of effective loss function...

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  • publication . Conference object . 2017
    Open Access English
    Authors:
    Kateryna Tymoshenko; Alessandro Moschitti; Massimo Nicosia; Aliaksei Severyn;
    Persistent Identifiers
    Publisher: Association for Computational Linguistics
    Country: Italy
    Project: EC | CogNet (671625)
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  • publication . Article . 2017
    Open Access English
    Authors:
    Carlos Luis Sanchez Bocanegra; José Luis Sevillano Ramos; Carlos Rizo; Anton Civit; Luis Fernandez-Luque;
    Persistent Identifiers
    Publisher: BioMed Central
    Project: EC | SmokeFreeBrain (681120)

    Background The Internet, and its popularity, continues to grow at an unprecedented pace. Watching videos online is very popular; it is estimated that 500 h of video are uploaded onto YouTube, a video-sharing service, every minute and that, by 2019, video formats will co...

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  • publication . Conference object . Other literature type . 2017
    Open Access English
    Authors:
    Renars Liepins; Ulrich Germann; Guntis Barzdins; Alexandra Birch; Steve Renals; Susanne Weber; Peggy van der Kreeft; Hervé Bourlard; João Prieto; Ondrej Klejch; ...
    Publisher: Association for Computational Linguistics
    Country: Switzerland
    Project: EC | SUMMA (688139)

    We present the first prototype of the SUMMA Platform: an integrated platform for multilingual media monitoring. The platform contains a rich suite of low-level and high-level natural language processing technologies: automatic speech recognition of broadcast media, mach...

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  • publication . Article . 2017
    Open Access English
    Authors:
    Hassan Sajjad; Helmut Schmid; Alexander Fraser; Hinrich Schütze;
    Persistent Identifiers
    Project: EC | DASMT (640550)

    We present a generative model that efficiently mines transliteration pairs in a consistent fashion in three different settings: unsupervised, semi-supervised, and supervised transliteration mining. The model interpolates two sub-models, one for the generation of transl...

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  • publication . Article . Preprint . 2017
    Open Access English
    Authors:
    Cristina España-Bonet; Adam Csaba Varga; Alberto Barrón-Cedeño; Josef van Genabith;
    Country: Italy
    Project: EC | QT21 (645452)

    End-to-end neural machine translation has overtaken statistical machine translation in terms of translation quality for some language pairs, specially those with large amounts of parallel data. Besides this palpable improvement, neural networks provide several new prope...

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  • publication . Part of book or chapter of book . Conference object . 2016
    Open Access English
    Authors:
    Kateryna Tymoshenko; Daniele Bonadiman; Alessandro Moschitti;
    Persistent Identifiers
    Publisher: ACM
    Country: Italy
    Project: EC | CogNet (671625)

    Recent initiatives in IR community have shown the importance of going beyond factoid Question Answering (QA) in order to design useful real-world applications. Questions asking for descriptions or explanations are much more difficult to be solved, e.g., the machine lear...

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13 research outcomes, page 1 of 2