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To address this problem, we propose LUNA, a SLot-TUrN Alignment enhanced approach. thailand 777 slot It first explicitly aligns each slot with its most relevant utterance, then further predicts the corresponding value based on this aligned utterance instead of all dialogue utterances Furthermore, we design a slot ranking auxiliary task to learn the temporal