DE112020002042T5 - Erzeugen eines absichtserkennungsmodells auf grundlage von randomisierten absichtsvektornäherungen - Google Patents

Erzeugen eines absichtserkennungsmodells auf grundlage von randomisierten absichtsvektornäherungen Download PDF

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DE112020002042T5
DE112020002042T5 DE112020002042.8T DE112020002042T DE112020002042T5 DE 112020002042 T5 DE112020002042 T5 DE 112020002042T5 DE 112020002042 T DE112020002042 T DE 112020002042T DE 112020002042 T5 DE112020002042 T5 DE 112020002042T5
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intent
vector
candidate
vectors
computer
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German (de)
English (en)
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Zhong Fang Yuan
Kun Yan Yin
Yuan Lin Yang
Tong Liu
He Li
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International Business Machines Corp
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International Business Machines Corp
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    • GPHYSICS
    • G10MUSICAL INSTRUMENTS; ACOUSTICS
    • G10LSPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00Speech recognition
    • G10L15/08Speech classification or search
    • G10L15/18Speech classification or search using natural language modelling
    • G10L15/1815Semantic context, e.g. disambiguation of the recognition hypotheses based on word meaning
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/30Semantic analysis
    • GPHYSICS
    • G10MUSICAL INSTRUMENTS; ACOUSTICS
    • G10LSPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00Speech recognition
    • G10L15/08Speech classification or search
    • G10L15/10Speech classification or search using distance or distortion measures between unknown speech and reference templates
    • GPHYSICS
    • G10MUSICAL INSTRUMENTS; ACOUSTICS
    • G10LSPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00Speech recognition
    • G10L15/22Procedures used during a speech recognition process, e.g. man-machine dialogue
    • GPHYSICS
    • G10MUSICAL INSTRUMENTS; ACOUSTICS
    • G10LSPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00Speech recognition
    • G10L15/08Speech classification or search
    • G10L15/18Speech classification or search using natural language modelling
    • G10L15/1822Parsing for meaning understanding
    • GPHYSICS
    • G10MUSICAL INSTRUMENTS; ACOUSTICS
    • G10LSPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00Speech recognition
    • G10L15/22Procedures used during a speech recognition process, e.g. man-machine dialogue
    • G10L2015/223Execution procedure of a spoken command

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Computational Linguistics (AREA)
  • Health & Medical Sciences (AREA)
  • Human Computer Interaction (AREA)
  • Multimedia (AREA)
  • Acoustics & Sound (AREA)
  • Theoretical Computer Science (AREA)
  • Artificial Intelligence (AREA)
  • General Health & Medical Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Machine Translation (AREA)
  • Image Analysis (AREA)
DE112020002042.8T 2019-04-22 2020-04-02 Erzeugen eines absichtserkennungsmodells auf grundlage von randomisierten absichtsvektornäherungen Pending DE112020002042T5 (de)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US16/390,845 2019-04-22
US16/390,845 US11069346B2 (en) 2019-04-22 2019-04-22 Intent recognition model creation from randomized intent vector proximities
PCT/IB2020/053124 WO2020217121A1 (en) 2019-04-22 2020-04-02 Intent recognition model creation from randomized intent vector proximities

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DE112020002042T5 true DE112020002042T5 (de) 2022-01-27

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US (2) US11069346B2 (https=)
JP (1) JP7507788B2 (https=)
CN (1) CN113597602B (https=)
DE (1) DE112020002042T5 (https=)
GB (1) GB2597166A (https=)
WO (1) WO2020217121A1 (https=)

Families Citing this family (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11069346B2 (en) * 2019-04-22 2021-07-20 International Business Machines Corporation Intent recognition model creation from randomized intent vector proximities
KR102339085B1 (ko) * 2019-07-22 2021-12-14 엘지전자 주식회사 사용자의 어플리케이션 사용 기록을 고려하여 사용자의 음성을 인식하는 인공 지능 장치 및 그 방법
US11481599B2 (en) * 2019-09-04 2022-10-25 Tencent America LLC Understanding a query intention for medical artificial intelligence systems using semi-supervised deep learning
US11113588B2 (en) * 2019-10-02 2021-09-07 United States Of America As Represented By The Secretry Of The Navy Randomization-based hierarchical and associatively assisted vector learning for machine vision
KR102834613B1 (ko) 2019-12-09 2025-07-16 엘지전자 주식회사 인공 지능 모델에 대한 학습 데이터를 생성하는 인공 지능 장치 및 그 방법
US11538467B1 (en) * 2020-06-12 2022-12-27 Amazon Technologies, Inc. Calibrated noise for text modification
US12277390B2 (en) * 2021-02-02 2025-04-15 Samsung Electronics Co., Ltd. Electronic device for processing user's inquiry, and operation method of the electronic device
US11715469B2 (en) * 2021-02-26 2023-08-01 Walmart Apollo, Llc Methods and apparatus for improving search retrieval using inter-utterance context
CN114282535B (zh) * 2021-04-05 2024-12-17 北京智慧星光信息技术有限公司 基于上下文语义精准地域识别方法、系统及电子设备
CN112989800A (zh) * 2021-04-30 2021-06-18 平安科技(深圳)有限公司 基于Bert的篇章的多意图识别方法、设备及可读存储介质
US12314675B2 (en) * 2021-05-10 2025-05-27 Walden University, Llc System and method for a cognitive conversation service
CN115482811A (zh) * 2021-05-31 2022-12-16 华为技术有限公司 一种语音交互应答方法和电子设备
CN115706740A (zh) * 2021-08-13 2023-02-17 中国移动通信有限公司研究院 一种请求处理方法、装置、设备及可读存储介质
CN114238579B (zh) * 2021-12-20 2023-02-10 北京聆心智能科技有限公司 文本分析方法、装置、介质和计算设备
CN118484551B (zh) * 2024-07-09 2024-10-11 北京龙软科技股份有限公司 基于多维时空信息矢量图形的互生成式人工智能系统

Family Cites Families (26)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1940915B (zh) * 2005-09-29 2010-05-05 国际商业机器公司 训练语料扩充系统和方法
US9135237B2 (en) * 2011-07-13 2015-09-15 Nuance Communications, Inc. System and a method for generating semantically similar sentences for building a robust SLM
US9275342B2 (en) * 2012-04-09 2016-03-01 24/7 Customer, Inc. Method and apparatus for intent modeling and prediction
CN103942198B (zh) 2013-01-18 2017-07-28 佳能株式会社 用于挖掘意图的方法和设备
CN104346406B (zh) 2013-08-08 2018-05-22 北大方正集团有限公司 训练语料扩充装置和训练语料扩充方法
US20180204184A1 (en) * 2014-03-26 2018-07-19 Unanimous A. I., Inc. Parallelized sub-factor aggregation in real-time swarm-based collective intelligence systems
US10191999B2 (en) * 2014-04-30 2019-01-29 Microsoft Technology Licensing, Llc Transferring information across language understanding model domains
JP6514503B2 (ja) * 2014-12-25 2019-05-15 クラリオン株式会社 意図推定装置、および意図推定システム
US10388274B1 (en) * 2016-03-31 2019-08-20 Amazon Technologies, Inc. Confidence checking for speech processing and query answering
US10453117B1 (en) * 2016-06-29 2019-10-22 Amazon Technologies, Inc. Determining domains for natural language understanding
CN107765883A (zh) * 2016-08-22 2018-03-06 富士通株式会社 输入法的候选词语的排序方法和排序设备
KR20180055189A (ko) 2016-11-16 2018-05-25 삼성전자주식회사 자연어 처리 방법 및 장치와 자연어 처리 모델을 학습하는 방법 및 장치
US10467509B2 (en) * 2017-02-14 2019-11-05 Microsoft Technology Licensing, Llc Computationally-efficient human-identifying smart assistant computer
US20180293221A1 (en) * 2017-02-14 2018-10-11 Microsoft Technology Licensing, Llc Speech parsing with intelligent assistant
CN107146610B (zh) * 2017-04-10 2021-06-15 易视星空科技无锡有限公司 一种用户意图的确定方法及装置
DK179549B1 (en) * 2017-05-16 2019-02-12 Apple Inc. FAR-FIELD EXTENSION FOR DIGITAL ASSISTANT SERVICES
CN107526725B (zh) 2017-09-04 2021-08-24 北京百度网讯科技有限公司 基于人工智能的用于生成文本的方法和装置
CN108090520A (zh) 2018-01-08 2018-05-29 北京中关村科金技术有限公司 意图识别模型的训练方法、系统、装置及可读存储介质
US10733375B2 (en) * 2018-01-31 2020-08-04 Apple Inc. Knowledge-based framework for improving natural language understanding
CN108460104B (zh) * 2018-02-06 2021-06-18 北京奇虎科技有限公司 一种实现内容定制的方法和装置
CN108363690A (zh) * 2018-02-08 2018-08-03 北京十三科技有限公司 基于神经网络的对话语义意图预测方法及学习训练方法
CN108829722B (zh) 2018-05-08 2020-10-02 国家计算机网络与信息安全管理中心 一种远程监督的Dual-Attention关系分类方法及系统
DK179822B1 (da) * 2018-06-01 2019-07-12 Apple Inc. Voice interaction at a primary device to access call functionality of a companion device
US10839159B2 (en) * 2018-09-28 2020-11-17 Apple Inc. Named entity normalization in a spoken dialog system
CN109582970B (zh) * 2018-12-12 2023-05-30 科大讯飞华南人工智能研究院(广州)有限公司 一种语义度量方法、装置、设备及可读存储介质
US11069346B2 (en) 2019-04-22 2021-07-20 International Business Machines Corporation Intent recognition model creation from randomized intent vector proximities

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GB202115690D0 (en) 2021-12-15
GB2597166A (en) 2022-01-19
US11069346B2 (en) 2021-07-20
US20200335095A1 (en) 2020-10-22
US11521602B2 (en) 2022-12-06
CN113597602B (zh) 2025-05-23
US20210264906A1 (en) 2021-08-26
WO2020217121A1 (en) 2020-10-29
CN113597602A (zh) 2021-11-02
JP7507788B2 (ja) 2024-06-28
JP2022529664A (ja) 2022-06-23

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