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A key enchancment of the new rating mechanism is to reflect a extra accurate choice pertinent to reputation, pricing coverage and slot impact primarily based on exponential decay mannequin for on-line users. This paper research how the online music distributor ought to set its rating coverage to maximize the worth of online music rating service. However, earlier approaches often ignore constraints between slot value illustration and related slot description illustration within the latent house and lack enough mannequin robustness. Extensive experiments and analyses on the lightweight models present that our proposed strategies achieve considerably increased scores and substantially enhance the robustness of each intent detection and slot filling. Unlike typical dialog models that rely on enormous, complicated neural community architectures and large-scale pre-skilled Transformers to attain state-of-the-artwork results, our methodology achieves comparable results to BERT and even outperforms its smaller variant DistilBERT on conversational slot extraction duties. Still, even a slight improvement might be price the cost.
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发表于 2023-10-12 02:48:24
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