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REDES: Reconocimiento de Entidades Digitales: Enriquecimiento y Seguimiento mediante Tecnologías del Lenguaje ; REDES: Digital Entities Recognition: Enrichment and Tracking by Language Technologies
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A novel concept-level approach for ultra-concise opinion summarization
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Sentiment classification for early detection of health alerts in the chemical textile domain
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LEGOLANG: técnicas de deconstrucción aplicadas a las tecnologías del lenguaje humano ; LEGOLANG: deconstruction techniques applied to human language technologies
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EMOTIBLOG: a model to learn subjetive information detection in the new textual genres of the web 2.0 -a multilingual and multi-genre approach
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TextMess 2.0: las tecnologías del lenguaje humano ante los nuevos retos de la comunicación digital ; TextMess 2.0: the new digital media challenges facing human language technologies
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EMOCause: an easy-adaptable approach to emotion cause contexts
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Araknion: inducción de modelos lingüísticos a partir de corpora ; Araknion: inducing linguistics models from corpora
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Evaluating the robustness of EmotiBlog for sentiment analysis and opinion mining
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Abstract:
Preliminary research demonstrated the EmotiBlog annotated corpus relevance as a Machine Learning resource to detect subjective data. In this paper we compare EmotiBlog with the JRC Quotes corpus in order to check the robustness of its annotation. We concentrate on its coarse-grained labels and carry out a deep Machine Learning experimentation also with the inclusion of lexical resources. The results obtained show a similarity with the ones obtained with the JRC Quotes corpus demonstrating the EmotiBlog validity as a resource for the SA task.
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Keyword:
EmotiBlog; Lenguajes y Sistemas Informáticos; Opinion mining; Robustness; Sentiment analysis
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URL: http://hdl.handle.net/10045/22490
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TextMess 2.0: Las Tecnologías del Lenguaje Humano ante los nuevos retos de la comunicación digital
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TextMess 2.0: Las Tecnologías del Lenguaje Humano ante los nuevos retos de la comunicación digital
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EmotiBlog: a finer-grained and more precise learning of subjectivity expression models
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Going beyond traditional QA systems: challenges and keys in opinion question answering
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AQA: a multilingual anaphora annotation scheme for question answering ; AQA: un modelo de anotación anafórico multilingüe para búsqueda de respuestas
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TEXT-MESS: Intelligent, Interactive and Multilingual Text Mining based on Human Language Technologies, TIN2006-15265-C06
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Enhancing QA systems with complex temporal question processing capabilities
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Machine learning techniques for automatic opinion detection in non-traditional textual genres
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Opinion and generic question answering systems: a performance analysis
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