Neuro-symbolic procedural semantics for explainable visual dialogue
Fig 10
Schematic representation of the execution of the semantic network underlying the utterance ‘How many other objects are there?’ on a scene from the CLEVR-Dialog dataset, illustrating the transparency of the approach.
The figure shows that the semantic network and its execution are flawless. As a consequence, the erroneous answer three must be due to an error in the conversation memory introduced in a previous dialogue turn.