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Extractive summarization using siamese hierarchical transformer encoders
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Desarrollo de algoritmos para el aprendizaje automático de palabras en idiomas desconocidos a partir de audio.
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Summarization of Spanish Talk Shows with Siamese Hierarchical Attention Networks
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Siamese hierarchical attention networks for extractive summarization
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ALBAYZIN Query-by-example Spoken Term Detection 2016 evaluation
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Detección automática de segmentos acústicos e inferencia de unidades lingüísticas.
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Traducción Automática usando conocimiento semántico en un dominio restringido ; Automatic translation using semantic knowledge in a restricted domain
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Traducción Automática usando conocimiento semántico en un dominio restringido ; Automatic translation using semantic knowledge in a restricted domain
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A Train-on-Target Strategy for Multilingual Spoken Language Understanding
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A Strategy for Multilingual Spoken Language Understanding Based on Graphs of Linguistic Units
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Multilingual Spoken Language Understanding using graphs and multiple translations
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Exploiting multiple ASR outputs for a spoken language understanding task
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ELIRF at MEDIAEVAL 2013: Similar Segments of Social Speech Task
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A phonetic-based approach to query-by-example spoken term detection
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Using word graphs as intermediate representation of uttered sentences
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A multilingual SLU system based on semantic decoding of graphs of words
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Language modelization and categorization for voice-activated QA
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Abstract:
The interest of the incorporation of voice interfaces to the Question Answering systems has increased in recent years. In this work, we present an approach to the Automatic Speech Recognition component of a Voice-Activated Question Answering system, focusing our interest in building a language model able to include as many relevant words from the document repository as possible, but also representing the general syntactic structure of typical questions. We have applied these technique to the recognition of questions of the CLEF QA 2003-2006 contests. ; Work partially supported by the Spanish MICINN under contract TIN2008-06856-C05-02, and by the Vicerrectorat d’Investigació, Desenvolupament i Innovació of the Universitat Politècnica de València under contract 20100982. ; Pastor Pellicer, J.; Hurtado Oliver, LF.; Segarra Soriano, E.; Sanchís Arnal, E. (2011). Language modelization and categorization for voice-activated QA. En Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications. Springer Verlag (Germany). 7042(7042):475-482. https://doi.org/10.1007/978-3-642-25085-9_56 ; S ; 475 ; 482 ; 7042 ; 7042 ; Akiba, T., Itou, K., Fujii, A.: Language model adaptation for fixed phrases by amplifying partial n-gram sequences. Systems and Computers in Japan 38(4), 63–73 (2007) ; Atserias, J., Casas, B., Comelles, E., Gónzalez, M., Padró, L., Padró, M.: Freeling 1.3: Five years of open-source language processing tools. In: Proceedings of the 5th International Conference on Language Resources and Evaluation (2006) ; Carreras, X., Chao, I., Padró, L., Padró, M.: Freeling: An open-source suite of language analyzers. In: Proceedings of the 4th Language Resources and Evaluation Conference (2004) ; Castro-Bleda, M.J., España-Boquera, S., Marzal, A., Salvador, I.: Grapheme-to-phoneme conversion for the spanish language. In: Pattern Recognition and Image Analysis. Proceedings of the IX Spanish Symposium on Pattern Recognition and Image Analysis, pp. 397–402. Asociación Española de Reconocimiento de Formas y Análisis de Imágenes, Benicàssim (2001) ; Chu-Carroll, J., Prager, J.: An experimental study of the impact of information extraction accuracy on semantic search performance. In: Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, CIKM 2007, pp. 505–514. ACM (2007) ; Harabagiu, S., Moldovan, D., Picone, J.: Open-domain voice-activated question answering. In: Proceedings of the 19th International Conference on Computational Linguistics, COLING 2002, vol. 1, pp. 1–7. Association for Computational Linguistics (2002) ; Kim, D., Furui, S., Isozaki, H.: Language models and dialogue strategy for a voice QA system. In: 18th International Congress on Acoustics, Kyoto, Japan, pp. 3705–3708 (2004) ; Mishra, T., Bangalore, S.: Speech-driven query retrieval for question-answering. In: 2010 IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), pp. 5318–5321. IEEE (2010) ; Padró, L., Collado, M., Reese, S., Lloberes, M., Castellón, I.: Freeling 2.1: Five years of open-source language processing tools. In: Proceedings of 7th Language Resources and Evaluation Conference (2010) ; Rosso, P., Hurtado, L.F., Segarra, E., Sanchis, E.: On the voice-activated question answering. IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews PP(99), 1–11 (2010) ; Sanchis, E., Buscaldi, D., Grau, S., Hurtado, L., Griol, D.: Spoken QA based on a Passage Retrieval engine. In: IEEE-ACL Workshop on Spoken Language Technology, Aruba, pp. 62–65 (2006)
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Keyword:
Automatic Speech Recognition; Language Models; LENGUAJES Y SISTEMAS INFORMATICOS; Named Entities Recognition; Voice-Activated Question Answering
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URL: http://hdl.handle.net/10251/35712
https://doi.org/10.1007/978-3-642-25085-9_56
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