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Review of CBRN Medical and Operational Terminologies in NATO CBRN Publications
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Ανάλυση συναισθήματος σε δεδομένα κοινωνικών δικτύων με τον αλγόριθμο διάδοσης ετικέτας ...
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Ampliación de lexicones de opinión específicos de dominio usando representaciones continuas de palabras ; Expansion of domain-specific opinion lexicons using word embeddings
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Abstract:
En este trabajo abordamos la ampliación de lexicones de opinión específicos de dominio a partir de textos del dominio elegido. El método se basa en la construcción de clasificadores que catalogan las palabras de entrada como positivas, negativas o neutras, y en un criterio estricto de selección de las palabras que pretende garantizar la precisión de las nuevas incorporaciones al lexicón. Se utilizan representaciones continuas de palabras (word embeddings) como espacio de características de los clasificadores. Los resultados confirman que dichas representaciones contienen información relativa a la polaridad de las palabras, obteniéndose una precisión en la selección de los candidatos y en la estimación de su polaridad de alrededor del 94% para los tres dominios analizados, con una cobertura en torno al 50% de las palabras de opinión contenidas en los textos de partida. ; In this work we present a domain-specific opinion lexicon expansion method. The method is based on classifiers which categorize words as positive, negative or neutral, and a strict selection criteria of words intended to ensure the precision of the new additions to the lexicon. We use word embeddings as the feature space of the classifiers. The results confirm that these representations contain information on the polarity of the words, obtaining a precision in the selection of candidates and the estimation of its polarities of about 94% for the three domains analyzed, covering around 50% of the opinion words contained in the initial texts. ; Este trabajo ha sido financiado a través del proyecto de investigación AORESCU (P11-TIC-7684 MO).
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Keyword:
Análisis del sentimiento; Lenguajes y Sistemas Informáticos; Lexicones de opinión; Opinion lexicons; Representaciones continuas de palabras; Sentiment analysis; Word embeddings
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URL: http://hdl.handle.net/10045/57751
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Improving the performance of an example-based machine translation system using a domain-specific bilingual lexicon
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In: 29th Pacific Asia Conference on Language, Information and Computation, PACLIC 2015 ; https://hal-cea.archives-ouvertes.fr/cea-01844060 ; 29th Pacific Asia Conference on Language, Information and Computation, PACLIC 2015, Oct 2015, Shangai, China. pp.106-115 (2015)
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Evaluating the impact of using a domain-specific bilingual lexicon on the performance of a hybrid machine translation approach
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In: 10th International Conference on Recent Advances in Natural Language Processing, RANLP 201 ; https://hal-cea.archives-ouvertes.fr/cea-01844051 ; 10th International Conference on Recent Advances in Natural Language Processing, RANLP 201, Sep 2015, Hissar, Bulgaria. pp.579-587 (2015)
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Whicht lexicon for which emotions in FFL's classroom ? ; Quel lexique pour quelles émotions en classe de FLE ?
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In: ISSN: 0458-7251 ; Le Langage et l'Homme ; https://hal.archives-ouvertes.fr/hal-01375964 ; Le Langage et l'Homme, EME éditions / L'Harmattan, 2015, Affects et acquisition des langues, L.2 (50/2), pp.115-128 ; https://www.intercommunications.be/fr/41_le-langage-et-l-homme (2015)
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CDP plus plus .Italian: Modelling Sublexical and Supralexical Inconsistency in a Shallow Orthography
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In: ISSN: 1932-6203 ; EISSN: 1932-6203 ; PLoS ONE ; https://hal.archives-ouvertes.fr/hal-01432442 ; PLoS ONE, Public Library of Science, 2014, 9 (4), ⟨10.1371/journal.pone.0094291⟩ (2014)
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Toward a unifying model for Opinion, Sentiment and Emotion information extraction
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In: The 9th International Conference on Language Resources and Evaluation ; https://hal.archives-ouvertes.fr/hal-01613403 ; The 9th International Conference on Language Resources and Evaluation, May 2014, Reykjavik, Iceland. pp.3881-3886 ; http://www.lrec-conf.org/proceedings/lrec2014/index.html (2014)
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«Сказание речем недоведомым» в рукописях из собрания РНБ среди лексиконов переходного этапа
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КОВАЛЕНКО КИРА ИОСИФОВНА. - : Федеральное государственное бюджетное образовательное учреждение высшего образования «Санкт-Петербургский государственный университет», 2014
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| 35 |
CDP++.Italian: Modelling Sublexical and Supralexical Inconsistency in a Shallow Orthography
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In: ISSN: 1932-6203 ; EISSN: 1932-6203 ; PLoS ONE ; https://hal.archives-ouvertes.fr/hal-01016354 ; PLoS ONE, Public Library of Science, 2014, 9 (4), pp.e94291. ⟨10.1371/journal.pone.0094291⟩ (2014)
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| 37 |
Dictionnaire kusaal-francais-anglais
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Steinborn, Kathy; Niggli, Urs; Steinborn, Mike. - : Société Internationale de Linguistique en collaboration avec l'Association Win Nongete, Zamé; l'Association Nationale pour la Traduction de la Bible et l'Alphabétisation; la Sous-commission kusaal, 2014
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| 38 |
Kamus Bonggi ; Bonggi - English - Malay Dictionary ; Kamus Bonggi - Ingeris - Melayu
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Building specialized bilingual lexicons using large-scale background knowledge
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In: 2013 Conference on Empirical Methods in Natural Language Processing, EMNLP 2013 ; https://hal-cea.archives-ouvertes.fr/cea-01844695 ; 2013 Conference on Empirical Methods in Natural Language Processing, EMNLP 2013, Oct 2013, Seattle, United States. pp.479-489 (2013)
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