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A key improvement of the brand new rating mechanism is to reflect a more correct choice pertinent to reputation, pricing coverage and slot impact based mostly on exponential decay mannequin for on-line customers. This paper studies how the online music distributor ought to set its rating policy to maximise the value of online music rating service. However, earlier approaches often ignore constraints between slot value representation and associated slot description representation within the latent space and lack sufficient mannequin robustness. Extensive experiments and analyses on the lightweight fashions present that our proposed methods achieve considerably larger scores and substantially enhance the robustness of each intent detection and slot filling. Unlike typical dialog models that rely on huge, complicated neural community architectures and enormous-scale pre-skilled Transformers to achieve state-of-the-art outcomes, our method achieves comparable outcomes to BERT and even outperforms its smaller variant DistilBERT on conversational slot extraction tasks. Still, even a slight enchancment is likely to be price the price.
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发表于 2023-2-27 20:50:24
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