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Dialogue condition monitoring (DST) aims to forecast The present dialogue condition offered the dialogue historical past. Existing approaches typically exploit the utterances of all dialogue turns to assign value for each slot. This could lead to suboptimal benefits on account of the data launched from irrelevant utterances from the dialogue histor