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Applying Siamese Hierarchical Attention Neural Networks for multi-document summarization

Autor: González-Barba, José Ángel, Julien Delonca, Sanchís Arnal, Emilio, García-Granada, Fernando, Segarra Soriano, Encarnación

Publikováno v: RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
instname
RUA. Repositorio Institucional de la Universidad de Alicante
Universidad de Alicante (UA)

[EN] In this paper, we present an approach to multi-document summarization based on Siamese Hierarchical Attention Neural Networks. The attention mechanism of Hierarchical Attention Networks, provides a score to each sentence in function of its relev

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::861df8e17aa6eaa8c386d191b36d9d4c
https://hdl.handle.net/10251/140216

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Diseño y comparación de varias aproximaciones estadísticas a la comprensión del habla en dos tareas e idiomas distintos

Autor: García-Granada, Fernando, Calvo Lance, Marcos, Hurtado Oliver, Lluis Felip, Sanchís Arnal, Emilio, Segarra Soriano, Encarnación

Publikováno v: RUA. Repositorio Institucional de la Universidad de Alicante
Universidad de Alicante (UA)
RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
instname

[EN] In this paper, a study of different approaches to the problem of speech understanding in restricted semantic domains is presented. Two systems based on generative models are proposed and they are compared with a system based on discriminative me

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::40ccad14e384d61fe492af6e03e49768
http://hdl.handle.net/10045/49273

ELIRF at MEDIAEVAL 2013: Similar Segments of Social Speech Task

Autor: García Granada, Fernando, Sanchís Arnal, Emilio, Calvo Lance, Marcos, Pla Santamaría, Ferran, Hurtado Oliver, Lluis Felip

Publikováno v: RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
instname

This paper describes the Natural Language Engineering and Pattern Recognition group (ELiRF) approaches and results towards the Similar Segments of Social Speech Task of Me- diaEval 2013. The task involves finding segments similar to a query segment i

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::f32dba40b9f2abc1e9fd6c4ac84021d4
http://hdl.handle.net/10251/38151