CN106663426A - 生成对社交会话输入的计算机响应 - Google Patents

生成对社交会话输入的计算机响应 Download PDF

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Publication number
CN106663426A
CN106663426A CN201580036274.9A CN201580036274A CN106663426A CN 106663426 A CN106663426 A CN 106663426A CN 201580036274 A CN201580036274 A CN 201580036274A CN 106663426 A CN106663426 A CN 106663426A
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session
input
classifier
data
response
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J·威廉姆斯
G·茨威格
A·拉克什米拉坦
C·G·J·苏亚雷斯
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Microsoft Technology Licensing LLC
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    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/33Querying
    • G06F16/332Query formulation
    • G06F16/3329Natural language query formulation
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/16Sound input; Sound output
    • G06F3/167Audio in a user interface, e.g. using voice commands for navigating, audio feedback
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/30Semantic analysis
    • G06F40/35Discourse or dialogue representation
    • 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
    • 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
    • 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
    • G10L2015/226Procedures used during a speech recognition process, e.g. man-machine dialogue using non-speech characteristics

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Computational Linguistics (AREA)
  • Human Computer Interaction (AREA)
  • Health & Medical Sciences (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Artificial Intelligence (AREA)
  • Multimedia (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Acoustics & Sound (AREA)
  • Mathematical Physics (AREA)
  • General Health & Medical Sciences (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • User Interface Of Digital Computer (AREA)
  • Child & Adolescent Psychology (AREA)
  • Hospice & Palliative Care (AREA)
  • Psychiatry (AREA)
  • Signal Processing (AREA)
  • Machine Translation (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
CN201580036274.9A 2014-07-03 2015-07-02 生成对社交会话输入的计算机响应 Pending CN106663426A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US14/323,050 US9547471B2 (en) 2014-07-03 2014-07-03 Generating computer responses to social conversational inputs
US14/323,050 2014-07-03
PCT/US2015/038923 WO2016004266A2 (en) 2014-07-03 2015-07-02 Generating computer responses to social conversational inputs

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US (1) US9547471B2 (enExample)
EP (1) EP3164864A2 (enExample)
JP (1) JP2017527926A (enExample)
KR (1) KR102333505B1 (enExample)
CN (1) CN106663426A (enExample)
WO (1) WO2016004266A2 (enExample)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111857904A (zh) * 2019-04-24 2020-10-30 Abb瑞士股份有限公司 用于操作者的支持系统

Families Citing this family (42)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9405448B2 (en) 2012-08-30 2016-08-02 Arria Data2Text Limited Method and apparatus for annotating a graphical output
US9336193B2 (en) 2012-08-30 2016-05-10 Arria Data2Text Limited Method and apparatus for updating a previously generated text
US8762134B2 (en) 2012-08-30 2014-06-24 Arria Data2Text Limited Method and apparatus for situational analysis text generation
US8762133B2 (en) 2012-08-30 2014-06-24 Arria Data2Text Limited Method and apparatus for alert validation
US9135244B2 (en) 2012-08-30 2015-09-15 Arria Data2Text Limited Method and apparatus for configurable microplanning
US9600471B2 (en) 2012-11-02 2017-03-21 Arria Data2Text Limited Method and apparatus for aggregating with information generalization
WO2014076524A1 (en) 2012-11-16 2014-05-22 Data2Text Limited Method and apparatus for spatial descriptions in an output text
WO2014076525A1 (en) 2012-11-16 2014-05-22 Data2Text Limited Method and apparatus for expressing time in an output text
WO2014102569A1 (en) 2012-12-27 2014-07-03 Arria Data2Text Limited Method and apparatus for motion description
WO2014102568A1 (en) 2012-12-27 2014-07-03 Arria Data2Text Limited Method and apparatus for motion detection
WO2014111753A1 (en) 2013-01-15 2014-07-24 Arria Data2Text Limited Method and apparatus for document planning
WO2015028844A1 (en) 2013-08-29 2015-03-05 Arria Data2Text Limited Text generation from correlated alerts
US9244894B1 (en) 2013-09-16 2016-01-26 Arria Data2Text Limited Method and apparatus for interactive reports
US9396181B1 (en) 2013-09-16 2016-07-19 Arria Data2Text Limited Method, apparatus, and computer program product for user-directed reporting
US10664558B2 (en) 2014-04-18 2020-05-26 Arria Data2Text Limited Method and apparatus for document planning
US10460720B2 (en) 2015-01-03 2019-10-29 Microsoft Technology Licensing, Llc. Generation of language understanding systems and methods
US10157178B2 (en) * 2015-02-06 2018-12-18 International Business Machines Corporation Identifying categories within textual data
EP3441889A4 (en) * 2016-04-08 2019-05-22 Sony Corporation INFORMATION PROCESSING DEVICE AND INFORMATION PROCESSING METHOD
US9864743B2 (en) * 2016-04-29 2018-01-09 Fujitsu Limited Textual emotion detection
US10445432B1 (en) 2016-08-31 2019-10-15 Arria Data2Text Limited Method and apparatus for lightweight multilingual natural language realizer
US10503767B2 (en) * 2016-09-13 2019-12-10 Microsoft Technology Licensing, Llc Computerized natural language query intent dispatching
US10540513B2 (en) 2016-09-13 2020-01-21 Microsoft Technology Licensing, Llc Natural language processor extension transmission data protection
US10467347B1 (en) 2016-10-31 2019-11-05 Arria Data2Text Limited Method and apparatus for natural language document orchestrator
CN108021985B (zh) * 2016-11-03 2022-05-10 北京如布科技有限公司 一种模型参数训练方法及装置
US11205103B2 (en) 2016-12-09 2021-12-21 The Research Foundation for the State University Semisupervised autoencoder for sentiment analysis
WO2018170876A1 (en) * 2017-03-24 2018-09-27 Microsoft Technology Licensing, Llc A voice-based knowledge sharing application for chatbots
WO2018212055A1 (ja) * 2017-05-17 2018-11-22 日本電信電話株式会社 ドキュメント識別装置、ドキュメント識別方法、プログラム
JP6767322B2 (ja) * 2017-08-18 2020-10-14 ヤフー株式会社 出力制御装置、出力制御方法及び出力制御プログラム
US20190066669A1 (en) * 2017-08-29 2019-02-28 Google Inc. Graphical data selection and presentation of digital content
US10607612B2 (en) 2017-10-19 2020-03-31 International Business Machines Corporation Hierarchical intimacy for cognitive assistants
US11886823B2 (en) * 2018-02-01 2024-01-30 International Business Machines Corporation Dynamically constructing and configuring a conversational agent learning model
JP7063230B2 (ja) * 2018-10-25 2022-05-09 トヨタ自動車株式会社 コミュニケーション装置およびコミュニケーション装置の制御プログラム
US11120225B2 (en) * 2019-02-05 2021-09-14 International Business Machines Corporation Updating an online multi-domain sentence representation generation module of a text classification system
US11270077B2 (en) * 2019-05-13 2022-03-08 International Business Machines Corporation Routing text classifications within a cross-domain conversational service
KR20190096853A (ko) * 2019-07-30 2019-08-20 엘지전자 주식회사 음성 처리 방법 및 음성 처리 장치
CN110827798B (zh) * 2019-11-12 2020-09-11 广州欢聊网络科技有限公司 一种音频信号处理的方法及装置
KR102737990B1 (ko) * 2020-01-23 2024-12-05 삼성전자주식회사 음성 데이터를 이용하여 챗봇과 관련된 인공지능 모델을 학습시키는 전자 장치 및 방법
US11972220B2 (en) 2020-11-30 2024-04-30 Oracle International Corporation Enhanced logits for natural language processing
US12019994B2 (en) * 2020-11-30 2024-06-25 Oracle International Corporation Distance-based logit value for natural language processing
CN115033671A (zh) * 2022-06-13 2022-09-09 联想(北京)有限公司 一种信息处理方法、装置和可读存储介质
US12456462B2 (en) * 2022-11-17 2025-10-28 Hand Held Products, Inc. Expected next prompt to reduce response time for a voice system
KR20240138724A (ko) 2023-03-13 2024-09-20 주식회사 케이티 고객의 상담 메뉴를 자동으로 도출하는 장치, 방법 및 컴퓨터 프로그램

Citations (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1457041A (zh) * 2002-05-10 2003-11-19 微软公司 为一个自然语言理解系统用来自动注解训练数据的一个系统
US20040204940A1 (en) * 2001-07-18 2004-10-14 Hiyan Alshawi Spoken language understanding that incorporates prior knowledge into boosting
CN1841380A (zh) * 2005-03-31 2006-10-04 微软公司 用于改进搜索引擎相关性的数据挖掘技术
CN101010934A (zh) * 2004-09-10 2007-08-01 微软公司 机器学习
US7280965B1 (en) * 2003-04-04 2007-10-09 At&T Corp. Systems and methods for monitoring speech data labelers
CN101178705A (zh) * 2007-12-13 2008-05-14 中国电信股份有限公司 一种自然语言理解方法和人机交互智能系统
CN101189659A (zh) * 2004-09-27 2008-05-28 罗伯特·博世公司 用于认知超负荷的设备用户的交互式对话
US7398209B2 (en) * 2002-06-03 2008-07-08 Voicebox Technologies, Inc. Systems and methods for responding to natural language speech utterance
US7412383B1 (en) * 2003-04-04 2008-08-12 At&T Corp Reducing time for annotating speech data to develop a dialog application
US20090119102A1 (en) * 2007-11-01 2009-05-07 At&T Labs System and method of exploiting prosodic features for dialog act tagging in a discriminative modeling framework
JP2009110503A (ja) * 2007-08-24 2009-05-21 Robert Bosch Gmbh 対話システムにおける統計的分類のための最適な選択戦略の方法及びシステム
CN101488342A (zh) * 2008-12-31 2009-07-22 广东协联科贸发展有限公司 人机语言交互演绎系统及人机语言交互需求应答的智能化实现方法
CN101566998A (zh) * 2009-05-26 2009-10-28 华中师范大学 一种基于神经网络的中文问答系统
CN101743537A (zh) * 2007-07-13 2010-06-16 微软公司 用于学习高效级联检测器的多实例修剪
CN102411611A (zh) * 2011-10-15 2012-04-11 西安交通大学 一种面向即时交互文本的事件识别与跟踪方法
CN102637433A (zh) * 2011-02-09 2012-08-15 富士通株式会社 识别语音信号中所承载的情感状态的方法和系统
CN102968409A (zh) * 2012-11-23 2013-03-13 海信集团有限公司 智能人机交互语义分析方法及交互系统
CN103474065A (zh) * 2013-09-24 2013-12-25 贵阳世纪恒通科技有限公司 基于自动分类技术的语音意图判定识别方法

Family Cites Families (22)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR100486735B1 (ko) * 2003-02-28 2005-05-03 삼성전자주식회사 최적구획 분류신경망 구성방법과 최적구획 분류신경망을이용한 자동 레이블링방법 및 장치
US7596498B2 (en) 2005-09-02 2009-09-29 Microsoft Corporation Monitoring, mining, and classifying electronically recordable conversations
JP4755478B2 (ja) * 2005-10-07 2011-08-24 日本電信電話株式会社 応答文生成装置、応答文生成方法、そのプログラムおよび記憶媒体
US8321220B1 (en) * 2005-11-30 2012-11-27 At&T Intellectual Property Ii, L.P. System and method of semi-supervised learning for spoken language understanding using semantic role labeling
GB2433150B (en) * 2005-12-08 2009-10-07 Toshiba Res Europ Ltd Method and apparatus for labelling speech
US7844457B2 (en) * 2007-02-20 2010-11-30 Microsoft Corporation Unsupervised labeling of sentence level accent
US20080249764A1 (en) * 2007-03-01 2008-10-09 Microsoft Corporation Smart Sentiment Classifier for Product Reviews
US7987188B2 (en) * 2007-08-23 2011-07-26 Google Inc. Domain-specific sentiment classification
US8086549B2 (en) 2007-11-09 2011-12-27 Microsoft Corporation Multi-label active learning
US7958068B2 (en) * 2007-12-12 2011-06-07 International Business Machines Corporation Method and apparatus for model-shared subspace boosting for multi-label classification
US8239189B2 (en) * 2008-02-26 2012-08-07 Siemens Enterprise Communications Gmbh & Co. Kg Method and system for estimating a sentiment for an entity
US9129008B1 (en) * 2008-11-10 2015-09-08 Google Inc. Sentiment-based classification of media content
US20110106807A1 (en) * 2009-10-30 2011-05-05 Janya, Inc Systems and methods for information integration through context-based entity disambiguation
US8412530B2 (en) * 2010-02-21 2013-04-02 Nice Systems Ltd. Method and apparatus for detection of sentiment in automated transcriptions
US8589317B2 (en) 2010-12-16 2013-11-19 Microsoft Corporation Human-assisted training of automated classifiers
US8554701B1 (en) * 2011-03-18 2013-10-08 Amazon Technologies, Inc. Determining sentiment of sentences from customer reviews
US20120253792A1 (en) * 2011-03-30 2012-10-04 Nec Laboratories America, Inc. Sentiment Classification Based on Supervised Latent N-Gram Analysis
US9104655B2 (en) * 2011-10-03 2015-08-11 Aol Inc. Systems and methods for performing contextual classification using supervised and unsupervised training
US9158761B2 (en) * 2012-03-28 2015-10-13 Lockheed Martin Corporation Identifying cultural background from text
EP2839391A4 (en) 2012-04-20 2016-01-27 Maluuba Inc CONVERSATION AGENT
US9489373B2 (en) 2013-07-12 2016-11-08 Microsoft Technology Licensing, Llc Interactive segment extraction in computer-human interactive learning
US9886669B2 (en) 2014-02-26 2018-02-06 Microsoft Technology Licensing, Llc Interactive visualization of machine-learning performance

Patent Citations (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20040204940A1 (en) * 2001-07-18 2004-10-14 Hiyan Alshawi Spoken language understanding that incorporates prior knowledge into boosting
CN1457041A (zh) * 2002-05-10 2003-11-19 微软公司 为一个自然语言理解系统用来自动注解训练数据的一个系统
US7398209B2 (en) * 2002-06-03 2008-07-08 Voicebox Technologies, Inc. Systems and methods for responding to natural language speech utterance
US7412383B1 (en) * 2003-04-04 2008-08-12 At&T Corp Reducing time for annotating speech data to develop a dialog application
US7280965B1 (en) * 2003-04-04 2007-10-09 At&T Corp. Systems and methods for monitoring speech data labelers
CN101010934A (zh) * 2004-09-10 2007-08-01 微软公司 机器学习
CN101189659A (zh) * 2004-09-27 2008-05-28 罗伯特·博世公司 用于认知超负荷的设备用户的交互式对话
CN1841380A (zh) * 2005-03-31 2006-10-04 微软公司 用于改进搜索引擎相关性的数据挖掘技术
CN101743537A (zh) * 2007-07-13 2010-06-16 微软公司 用于学习高效级联检测器的多实例修剪
JP2009110503A (ja) * 2007-08-24 2009-05-21 Robert Bosch Gmbh 対話システムにおける統計的分類のための最適な選択戦略の方法及びシステム
US20090119102A1 (en) * 2007-11-01 2009-05-07 At&T Labs System and method of exploiting prosodic features for dialog act tagging in a discriminative modeling framework
CN101178705A (zh) * 2007-12-13 2008-05-14 中国电信股份有限公司 一种自然语言理解方法和人机交互智能系统
CN101488342A (zh) * 2008-12-31 2009-07-22 广东协联科贸发展有限公司 人机语言交互演绎系统及人机语言交互需求应答的智能化实现方法
CN101566998A (zh) * 2009-05-26 2009-10-28 华中师范大学 一种基于神经网络的中文问答系统
CN102637433A (zh) * 2011-02-09 2012-08-15 富士通株式会社 识别语音信号中所承载的情感状态的方法和系统
CN102411611A (zh) * 2011-10-15 2012-04-11 西安交通大学 一种面向即时交互文本的事件识别与跟踪方法
CN102968409A (zh) * 2012-11-23 2013-03-13 海信集团有限公司 智能人机交互语义分析方法及交互系统
CN103474065A (zh) * 2013-09-24 2013-12-25 贵阳世纪恒通科技有限公司 基于自动分类技术的语音意图判定识别方法

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
G. TUR ET AL.: "《Active learning for spoken language understanding》", 《2003 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2003. PROCEEDINGS. (ICASSP "03)》 *
P. HAFFNER ET AL.: "《Optimizing SVMs for complex call classification》", 《2003 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2003. PROCEEDINGS. (ICASSP "03)》 *

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111857904A (zh) * 2019-04-24 2020-10-30 Abb瑞士股份有限公司 用于操作者的支持系统

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EP3164864A2 (en) 2017-05-10
US9547471B2 (en) 2017-01-17
US20160005395A1 (en) 2016-01-07
JP2017527926A (ja) 2017-09-21
KR102333505B1 (ko) 2021-12-01
WO2016004266A3 (en) 2016-03-10
KR20170026593A (ko) 2017-03-08
WO2016004266A2 (en) 2016-01-07

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Application publication date: 20170510

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