Thus, the extraction of slot values from pure languages utterances (i.e., slot filling) is a crucial step to the success of a dialog system. LEONA works in three steps as illustrated in Figure 1. The first step leverages pre-trained Natural Language Processing (NLP) fashions that provide further area-oblivious and context-aware info to initialize our embedding…