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Computer-implemented method, input understanding system, and computer-readable storage device

A technology of computer and input processing, which is applied in the field of general technical environment, and can solve problems such as impact and unrecoverable system

Active Publication Date: 2021-11-05
MICROSOFT TECH LICENSING LLC
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

At each step, there is the possibility that the system may make an unrecoverable error and the effects of that error cascade through the rest of the system

Method used

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  • Computer-implemented method, input understanding system, and computer-readable storage device
  • Computer-implemented method, input understanding system, and computer-readable storage device
  • Computer-implemented method, input understanding system, and computer-readable storage device

Examples

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Embodiment Construction

[0012] Input understanding systems receive input from a user and perform different tasks based on that input. In order to work correctly and have a high level of user satisfaction, the system is required to enable the minimum number of errors possible. Errors in input understanding systems can arise at any stage, such as input recognition (eg, automatic speech recognition (ASR)), language understanding (LU), or trust state processing. This disclosure describes examples that make an input understanding system / service more robust to minimize errors from any input understanding component by considering multiple alternatives throughout processing. In an example, a component of the input understanding system / service can be configured such that the component can generate a ranked list of alternatives rather than a single output. In this way, multiple alternatives can be propagated throughout the input understanding system / service, and a decision on the highest choice for output can...

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Abstract

Examples of the present disclosure describe the processing of an input understanding system / service. The received input is processed to generate a set of candidates for identifying the received input. The set of alternatives is filtered. Filtering includes ranking the set of candidates and propagating the multiple ranked candidates for additional processing. The propagated alternatives are processed to generate an expanded set of alternatives for the underlying hypothesis based on the received input. The set of alternative extensions is filtered. Filtering includes ranking the candidates of the expanded set and propagating the multiple ranked candidates of the expanded set for additional processing. Alternatives for dissemination of the expanded set are evaluated based on the application of knowledge data read from external sources. Responses to received input are generated. Generation of the responses includes ranking the evaluated alternatives and selecting a response based on the ranked and evaluated alternatives.

Description

Background technique [0001] Conventional understanding systems interpret the user's intent and perform actions based on that interpretation. There are various modules that participate in the general understanding process including speech recognition, domain detection, intent determination, entity extraction, trust state update and policy enforcement. At each step, there is the possibility that the system may make an unrecoverable error and the effects of that error cascade through the rest of the system. This is about this general technical environment to which this application is concerned. Contents of the invention [0002] Non-limiting examples of the present disclosure describe exemplary processing of an input understanding system / service. The received input is processed to generate a set of candidates for identifying the received input. The set of candidates is filtered, wherein the filtering includes ranking the set of candidates and propagating the plurality of ran...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G10L15/22G10L15/183G10L15/32G10L15/18
CPCG10L15/18G10L15/22G10L15/24G10L15/1822G10L15/08G10L15/14G10L15/183G10L15/32G10L2015/228
Inventor O·Z·克汉R·萨里卡亚
Owner MICROSOFT TECH LICENSING LLC
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