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While these models work comparatively well on normal benchmark datasets, they
face challenges within the context of E-commerce where the slot labels are more informative and carry
richer expressions. State-of-the-artwork approaches deal with it
as a sequence labeling problem and adopt such models as BiLSTM-CRF.
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