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cs.AI2024
Explicit Modelling of Theory of Mind for Belief Prediction in Nonverbal Social Interactions
Matteo Bortoletto, Constantin Ruhdorfer, Lei Shi +1
We propose MToMnet - a Theory of Mind (ToM) neural network for predicting beliefs and their dynamics during human social interactions from multimodal input. ToM is key for effectiv…
cs.AI2024
Limits of Theory of Mind Modelling in Dialogue-Based Collaborative Plan Acquisition
Matteo Bortoletto, Constantin Ruhdorfer, Adnen Abdessaied +2
Recent work on dialogue-based collaborative plan acquisition (CPA) has suggested that Theory of Mind (ToM) modelling can improve missing knowledge prediction in settings with asymm…