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Marina Boia

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Related publications (4)

Please note that this is not a complete list of this person’s publications. It includes only semantically relevant works. For a full list, please refer to Infoscience.

Acquiring Broad Commonsense Knowledge for Sentiment Analysis Using Human Computation

While artificial intelligence is successful in many applications that cover specific domains, for many commonsense problems there is still a large gap with human performance. Automated sentiment analysis is a typical example: while there are techniques tha ...

EPFL2016

Acquiring Commonsense Knowledge for Sentiment Analysis through Human Computation

Boi Faltings, Claudiu-Cristian Musat, Marina Boia

2014

Constructing Context-Aware Sentiment Lexicons with an Asynchronous Game with a Purpose

Boi Faltings, Marina Boia, Claudiu-Cristian Musat

One of the reasons sentiment lexicons do not reach human-level performance is that they lack the contexts that define the polarities of words. While obtaining this knowledge through machine learning would require huge amounts of data, context is commonsens ...

Springer-Verlag Berlin2014