首页>
外国专利>
Slot filling in spoken language understanding with joint pointer and attention
Slot filling in spoken language understanding with joint pointer and attention
展开▼
机译:借助共同的指导和注意力来充实口语理解能力
展开▼
页面导航
摘要
著录项
相似文献
摘要
A method for slot-filling in an automated spoken language understanding (SLU) system includes receiving words in a text phrase, generating an encoded output and attention weights using a recurrent neural network (RNN) encoder with an attention mechanism, generating a first and second probability distributions of slot words in an extended slot vocabulary database using an RNN decoder and a pointer network, respectively, for a time step, generating a combined probability distribution based on the first and second probability distributions, and identifying a slot word corresponding to one word in the extended slot vocabulary database having a highest probability value in the combined probability distribution for the time step.
展开▼