SemEval-2010 task 18: disambiguating sentiment ambiguous adjectives.

Sentiment ambiguous adjectives, which have been neglected by most previous researches, pose a challenging task in sentiment analysis. We present an evaluation task at SemEval-2010, designed to provide a framework for comparing different approaches on this problem. The task focuses on 14 Chinese sent...

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Detalles Bibliográficos
Publicado en:Language Resources & Evaluation Vol. 47; no. 3; pp. 743 - 756
Autores principales: Wu, Yunfang, Jin, Peng
Formato: Artículo
Publicado: Springer Nature Sep2013
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Acceso en línea:Ver este registro en EBSCOhost
Descripción
Sumario:Sentiment ambiguous adjectives, which have been neglected by most previous researches, pose a challenging task in sentiment analysis. We present an evaluation task at SemEval-2010, designed to provide a framework for comparing different approaches on this problem. The task focuses on 14 Chinese sentiment ambiguous adjectives, and provides manually labeled test data. There are 8 teams submitting 16 systems in this task. In this paper, we define the task, describe the data creation, list the participating systems, and discuss different approaches.