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de Rosis, F., Novielli, N., de Rosis, F., & Novielli, N. (2007). From language to thought: inferring opinions and beliefs from verbal behavior . In Patrick Olivier and Christian Kray (Ed.), Proceedings of AISB '07.

 In this contribution, we describe our ongoing work in the direction of studying how negative or positive opinions may be recognized from language and how beliefs may be dynamically inferred from expressions of opinion. We begin by considering the language processing methods which have been applied to 'sentiment analysis' to show the results they produced and their limits, and then reflect on how beliefs may be inferred gradually, in conditions of uncertainty and by carefully considering various forms of context.
 
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