Some works abstract perception via the usage of symbolic logic representations ( Chen et al. , 2010 ; Chen and Mooney , 2011 ; Matuszek et al. , 2012 ; Artzi and Zettlemoyer , 2013 ) , while others choose to employ concepts elicited from psycholinguistic and cognition studies .
learning to interpret natural language navigation instructions from observations
David L Chen Raymond J Mooney
Many approaches to multimodal research have succeeded by abstracting away raw perceptual information and using high-level representations instead . Some works abstract perception via the usage of symbolic logic representations ( Chen et al. , 2010 ; Chen and Mooney , 2011 ; Matuszek et al. , 2012 ; Artzi and Zettlemoyer , 2013 ) , while others choose to employ concepts elicited from psycholinguistic and cognition studies . Within the latter category , the two most common representations have been association norms , where subjects are given a
Some works abstract perception via the usage of symbolic logic representations ( Chen et al. , 2010 ; @@CITATION ; Matuszek et al. , 2012 ; Artzi and Zettlemoyer , 2013 ) , while others choose to employ concepts elicited from psycholinguistic and cognition studies .