GB2597166A - Intent recognition model creation from randomized intent vector proximities - Google Patents
Intent recognition model creation from randomized intent vector proximities Download PDFInfo
- Publication number
- GB2597166A GB2597166A GB2115690.6A GB202115690A GB2597166A GB 2597166 A GB2597166 A GB 2597166A GB 202115690 A GB202115690 A GB 202115690A GB 2597166 A GB2597166 A GB 2597166A
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- intent
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Classifications
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- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L15/00—Speech recognition
- G10L15/08—Speech classification or search
- G10L15/18—Speech classification or search using natural language modelling
- G10L15/1815—Semantic context, e.g. disambiguation of the recognition hypotheses based on word meaning
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/30—Semantic analysis
-
- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L15/00—Speech recognition
- G10L15/08—Speech classification or search
- G10L15/10—Speech classification or search using distance or distortion measures between unknown speech and reference templates
-
- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L15/00—Speech recognition
- G10L15/22—Procedures used during a speech recognition process, e.g. man-machine dialogue
-
- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L15/00—Speech recognition
- G10L15/08—Speech classification or search
- G10L15/18—Speech classification or search using natural language modelling
- G10L15/1822—Parsing for meaning understanding
-
- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L15/00—Speech recognition
- G10L15/22—Procedures used during a speech recognition process, e.g. man-machine dialogue
- G10L2015/223—Execution procedure of a spoken command
Landscapes
- 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)
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| 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 |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| GB202115690D0 GB202115690D0 (en) | 2021-12-15 |
| GB2597166A true GB2597166A (en) | 2022-01-19 |
Family
ID=72832787
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| GB2115690.6A Withdrawn GB2597166A (en) | 2019-04-22 | 2020-04-02 | Intent recognition model creation from randomized intent vector proximities |
Country Status (6)
| Country | Link |
|---|---|
| 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)
| 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 |
Citations (3)
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| CN103942198A (zh) * | 2013-01-18 | 2014-07-23 | 佳能株式会社 | 用于挖掘意图的方法和设备 |
| US20180204184A1 (en) * | 2014-03-26 | 2018-07-19 | Unanimous A. I., Inc. | Parallelized sub-factor aggregation in real-time swarm-based collective intelligence systems |
| CN108829722A (zh) * | 2018-05-08 | 2018-11-16 | 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 |
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| 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 |
| 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 |
| 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 |
| 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 |
-
2019
- 2019-04-22 US US16/390,845 patent/US11069346B2/en active Active
-
2020
- 2020-04-02 WO PCT/IB2020/053124 patent/WO2020217121A1/en not_active Ceased
- 2020-04-02 DE DE112020002042.8T patent/DE112020002042T5/de active Pending
- 2020-04-02 GB GB2115690.6A patent/GB2597166A/en not_active Withdrawn
- 2020-04-02 JP JP2021561872A patent/JP7507788B2/ja active Active
- 2020-04-02 CN CN202080021344.4A patent/CN113597602B/zh active Active
-
2021
- 2021-05-10 US US17/315,553 patent/US11521602B2/en active Active
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103942198A (zh) * | 2013-01-18 | 2014-07-23 | 佳能株式会社 | 用于挖掘意图的方法和设备 |
| US20180204184A1 (en) * | 2014-03-26 | 2018-07-19 | Unanimous A. I., Inc. | Parallelized sub-factor aggregation in real-time swarm-based collective intelligence systems |
| CN108829722A (zh) * | 2018-05-08 | 2018-11-16 | 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 |
Also Published As
| Publication number | Publication date |
|---|---|
| GB202115690D0 (en) | 2021-12-15 |
| US11069346B2 (en) | 2021-07-20 |
| US20200335095A1 (en) | 2020-10-22 |
| US11521602B2 (en) | 2022-12-06 |
| CN113597602B (zh) | 2025-05-23 |
| DE112020002042T5 (de) | 2022-01-27 |
| 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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Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| WAP | Application withdrawn, taken to be withdrawn or refused ** after publication under section 16(1) |