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Joint intent detection and slot filling with syntactic and semantic features using multichannel CNN-BiLSTM

Understanding spoken language is crucial for conversational agents, with intent detection and slot filling being the primary tasks in natural language understanding (NLU). Enhancing the NLU tasks can lead to an accurate and efficient virtual assistant thereby reducing the need for human intervention...

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Hlavní autoři: Yusuf Idris Muhammad, Naomie Salim, Anazida Zainal
Médium: Artigo
Jazyk:Inglês
Vydáno: PeerJ Inc. 2024-10-01
Edice:PeerJ Computer Science
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On-line přístup:https://peerj.com/articles/cs-2346.pdf
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