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cs.HC2024
Analysing Explanation-Related Interactions in Collaborative Perception-Cognition-Communication-Action
Marc Roig Vilamala, Jack Furby, Julian de Gortari Briseno +3
Effective communication is essential in collaborative tasks, so AI-equipped robots working alongside humans need to be able to explain their behaviour in order to cooperate effecti…
cs.LG2024
Can we Constrain Concept Bottleneck Models to Learn Semantically Meaningful Input Features?
Jack Furby, Daniel Cunnington, Dave Braines +1
Concept Bottleneck Models (CBMs) are regarded as inherently interpretable because they first predict a set of human-defined concepts which are used to predict a task label. For inh…