Contextual language understanding for multi-turn language tasks
user-5d4bc4a8530c70a9b361c870(2018)
摘要
Methods and systems are provided for contextual language understanding. A natural language expression may be received at a single-turn model and a multi-turn model for determining an intent of a user. For example, the single-turn model may determine a first prediction of at least one of a domain classification, intent classification, and slot type of the natural language expression. The multi-turn model may determine a second prediction of at least one of a domain classification, intent classification, and slot type of the natural language expression. The first prediction and the second prediction may be combined to produce a final prediction relative to the intent of the natural language expression. An action may be performed based on the final prediction of the natural language expression.
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关键词
Language identification,Cache language model,Natural language,Expression (computer science),Natural language processing,Computer science,Action (philosophy),Type (model theory),A domain,Artificial intelligence,Language understanding
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