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Listar por palabra clave "Extractive summarization"

RiuNet: Repositorio Institucional de la Universidad Politécnica de Valencia

Listar por palabra clave "Extractive summarization"

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    Attentional Extractive Summarization 
    González-Barba, José Ángel; Segarra Soriano, Encarnación; García-Granada, Fernando; Sanchís Arnal, Emilio; Hurtado Oliver, Lluis Felip (MDPI AG, 2023-02)
    [EN] In this work, a general theoretical framework for extractive summarization is proposed¿the Attentional Extractive Summarization framework. Although abstractive approaches are generally used in text summarization today, ...
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    Extractive summarization using siamese hierarchical transformer encoders 
    González-Barba, José Ángel; Segarra Soriano, Encarnación; García-Granada, Fernando; Sanchís Arnal, Emilio; Hurtado Oliver, Lluis Felip (IOS Press, 2020)
    [EN] In this paper, we present an extractive approach to document summarization, the Siamese Hierarchical Transformer Encoders system, that is based on the use of siamese neural networks and the transformer encoders which ...
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    Resum abstractiu de noticies basat en xarxes neuronals 
    Marco García, Pere (Universitat Politècnica de València, 2021-09-02)
    [CA] La quantitat d’informació que disposem actualment no ha fet més que incrementar enormement a les últimes dècades. En conseqüència, disposem d’un gran nombre de textos dels quals cal determinar la utilitat per a ...
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    Summarization of Spanish Talk Shows with Siamese Hierarchical Attention Networks 
    González-Barba, José Ángel; Hurtado Oliver, Lluis Felip; Segarra Soriano, Encarnación; García-Granada, Fernando; Sanchís Arnal, Emilio (MDPI AG, 2019-09)
    [EN] In this paper, we present an approach to Spanish talk shows summarization. Our approach is based on the use of Siamese Neural Networks on the transcription of the show audios. Specifically, we propose to use Hierarchical ...