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9 research outcomes, page 1 of 1
  • 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 . 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 . 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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  • publication . Conference object . Preprint . Contribution for newspaper or weekly magazine . Article . 2016
    Open Access English
    Authors:
    Ahmed Ali; Peter Bell; James Glass; Yacine Messaoui; Hamdy Mubarak; Steve Renals; Yifan Zhang;
    Publisher: Institute of Electrical and Electronics Engineers (IEEE)
    Country: United Kingdom
    Project: EC | SUMMA (688139)

    This paper describes the Arabic Multi-Genre Broadcast (MGB-2) Challenge for SLT-2016. Unlike last year's English MGB Challenge, which focused on recognition of diverse TV genres, this year, the challenge has an emphasis on handling the diversity in dialect in Arabic spe...

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  • publication . Conference object . 2016
    Open Access English
    Authors:
    Simone Filice; Danilo Croce; Alessandro Moschitti; Roberto Basili;
    Persistent Identifiers
    Publisher: Association for Computational Linguistics (ACL)
    Country: Italy
    Project: EC | CogNet (671625)
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  • publication . Conference object . 2015
    Open Access English
    Authors:
    Alessandro Moschitti; Massimo Nicosia; Gianni Barlacchi;
    Persistent Identifiers
    Publisher: Association for Computational Linguistics and The Asian Federation of Natural Language Processing
    Project: EC | CogNet (671625)

    In this paper, we present our Crossword Puzzle Resolution System (SACRY), which exploits syntactic structures for clue reranking and answer extraction. SACRY uses a database (DB) containing previously solved CPs in order to generate the list of candidate answers. Additi...

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9 research outcomes, page 1 of 1