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The following results are related to Digital Humanities and Cultural Heritage. Are you interested to view more results? Visit OpenAIRE - Explore.
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26 research outcomes, page 1 of 3
  • publication . Preprint . Article . 2021
    Open Access English
    Authors:
    Panagiotis Siozos; Niklas Hausmann; Malin Holst; Demetrios Anglos;
    Persistent Identifiers
    Project: EC | ACCELERATE (703625)

    The use of elemental analysis based on Laser-Induced Breakdown Spectroscopy (LIBS) combined with Neural Networks (NN) is being evaluated as a method for assigning archaeological bone remains to individuals. The bone samples examined originate from excavations of burials...

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  • publication . Preprint . Article . 2020
    Open Access English
    Authors:
    Markos Georgopoulos; Yannis Panagakis; Maja Pantic;
    Persistent Identifiers

    Abstract Deep learning-based methods have pushed the limits of the state-of-the-art in face analysis. However, despite their success, these models have raised concerns regarding their bias towards certain demographics. This bias is inflicted both by limited diversity ac...

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  • publication . Preprint . Article . 2020
    Open Access English
    Authors:
    Alexios Gidiotis; Grigorios Tsoumakas;
    Persistent Identifiers

    We present a novel divide-and-conquer method for the neural summarization of long documents. Our method exploits the discourse structure of the document and uses sentence similarity to split the problem into an ensemble of smaller summarization problems. In particular, ...

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  • publication . Preprint . Part of book or chapter of book . 2020
    Open Access English
    Authors:
    Efstratios Geronikolakis; Paul Zikas; Steve Kateros; Nick Lydatakis; Stelios Georgiou; Mike Kentros; George Papagiannakis;
    Persistent Identifiers

    In this work, a new and innovative way of spatial computing that appeared recently in the bibliography called True Augmented Reality (AR), is employed in cultural heritage preservation. This innovation could be adapted by the Virtual Museums of the future to enhance the...

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  • publication . Part of book or chapter of book . Preprint . 2020
    Open Access
    Authors:
    Alexios Gidiotis; Grigorios Tsoumakas;
    Persistent Identifiers
    Publisher: Springer International Publishing

    We propose SUSIE, a novel summarization method that can work with state-of-the-art summarization models in order to produce structured scientific summaries for academic articles. We also created PMC-SA, a new dataset of academic publications, suitable for the task of st...

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  • publication . Article . Preprint . 2019
    Open Access
    Authors:
    Rolandos Alexandros Potamias; Georgios Siolas; Andreas Stafylopatis;
    Persistent Identifiers
    Publisher: Springer Science and Business Media LLC

    Comment: Neural Comput & Applic (2020)

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  • publication . Preprint . Conference object . 2019
    Open Access English
    Authors:
    Nikolaos Gkanatsios; Vassilis Pitsikalis; Petros Koutras; Athanasia Zlatintsi; Petros Maragos;
    Persistent Identifiers

    Detecting visual relationships, i.e. <Subject, Predicate, Object> triplets, is a challenging Scene Understanding task approached in the past via linguistic priors or spatial information in a single feature branch. We introduce a new deeply supervised two-branch architec...

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  • publication . Preprint . Article . 2019
    Open Access English
    Authors:
    Anastasios Lytos; Thomas Lagkas; Panagiotis Sarigiannidis; Kalina Bontcheva;
    Persistent Identifiers

    Comment: Journal of Information Processing & Management, Elsevier - Accepted Version

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  • publication . Conference object . Preprint . 2019
    Open Access
    Authors:
    Eleftheria Briakou; Nikos Athanasiou; Alexandros Potamianos;
    Persistent Identifiers
    Publisher: Association for Computational Linguistics
    Project: EC | BabyRobot (687831)

    In traditional Distributional Semantic Models (DSMs) the multiple senses of a polysemous word are conflated into a single vector space representation. In this work, we propose a DSM that learns multiple distributional representations of a word based on different topics....

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  • publication . Conference object . Preprint . 2019
    Open Access
    Authors:
    Eirini Florou; Konstantinos Perifanos; Dionysis Goutsos;
    Persistent Identifiers
    Publisher: IEEE

    One of the major challenges that NLP faces is metaphor detection, especially by automatic means, a task that becomes even more difficult for languages lacking in linguistic resources and tools. Our purpose is the automatic differentiation between literal and metaphorica...

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26 research outcomes, page 1 of 3