FR3041791B1 - Approche generative/discriminative de suivi d'etats de dialogue transactionel par factorisation matricielle collective - Google Patents

Approche generative/discriminative de suivi d'etats de dialogue transactionel par factorisation matricielle collective Download PDF

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FR3041791B1
FR3041791B1 FR1658500A FR1658500A FR3041791B1 FR 3041791 B1 FR3041791 B1 FR 3041791B1 FR 1658500 A FR1658500 A FR 1658500A FR 1658500 A FR1658500 A FR 1658500A FR 3041791 B1 FR3041791 B1 FR 3041791B1
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transactional
generative
dialogue
matrix factorization
monitoring states
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FR3041791A1 (fr
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Julien Perez
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Conduent Business Services LLC
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Xerox Corp
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR 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
    • G10L15/22Procedures used during a speech recognition process, e.g. man-machine dialogue

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Health & Medical Sciences (AREA)
  • Computational Linguistics (AREA)
  • Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • Human Computer Interaction (AREA)
  • Acoustics & Sound (AREA)
  • Multimedia (AREA)
  • Machine Translation (AREA)
FR1658500A 2015-09-24 2016-09-13 Approche generative/discriminative de suivi d'etats de dialogue transactionel par factorisation matricielle collective Active FR3041791B1 (fr)

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US14/864,076 US9811519B2 (en) 2015-09-24 2015-09-24 Generative discriminative approach for transactional dialog state tracking via collective matrix factorization

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FR3041791A1 FR3041791A1 (fr) 2017-03-31
FR3041791B1 true FR3041791B1 (fr) 2023-01-13

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FR (1) FR3041791B1 (fr)

Families Citing this family (30)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9634855B2 (en) 2010-05-13 2017-04-25 Alexander Poltorak Electronic personal interactive device that determines topics of interest using a conversational agent
US11017767B2 (en) * 2016-03-29 2021-05-25 Microsoft Technology Licensing, Llc Hierarchical attention for spoken dialogue state tracking
EP3465463A1 (fr) * 2016-06-03 2019-04-10 Maluuba Inc. Production de langage naturel dans un système de dialogue parlé
US20180005629A1 (en) * 2016-06-30 2018-01-04 Microsoft Technology Licensing, Llc Policy authoring for task state tracking during dialogue
CN107704456B (zh) * 2016-08-09 2023-08-29 松下知识产权经营株式会社 识别控制方法以及识别控制装置
GB2559618B (en) * 2017-02-13 2020-07-08 Toshiba Kk A dialogue system, a dialogue method and a method of adapting a dialogue system
US10360908B2 (en) * 2017-04-19 2019-07-23 International Business Machines Corporation Recommending a dialog act using model-based textual analysis
US10224032B2 (en) * 2017-04-19 2019-03-05 International Business Machines Corporation Determining an impact of a proposed dialog act using model-based textual analysis
GB201707766D0 (en) * 2017-05-15 2017-06-28 Microsoft Technology Licensing Llc Filtering of large sets of data
CN109086282A (zh) * 2017-06-14 2018-12-25 杭州方得智能科技有限公司 一种具备多任务驱动能力的多轮对话的方法和系统
US10635707B2 (en) 2017-09-07 2020-04-28 Xerox Corporation Contextual memory bandit for proactive dialogs
EP3488354B1 (fr) * 2017-10-12 2022-04-20 Google LLC Détermination de l'état de dialogue d'un assistant automatisé
US10782095B2 (en) * 2017-11-24 2020-09-22 Huntercraft Limited Automatic target point tracing method for electro-optical sighting system
KR102608469B1 (ko) * 2017-12-22 2023-12-01 삼성전자주식회사 자연어 생성 방법 및 장치
US11676220B2 (en) 2018-04-20 2023-06-13 Meta Platforms, Inc. Processing multimodal user input for assistant systems
US11715042B1 (en) 2018-04-20 2023-08-01 Meta Platforms Technologies, Llc Interpretability of deep reinforcement learning models in assistant systems
US11010179B2 (en) 2018-04-20 2021-05-18 Facebook, Inc. Aggregating semantic information for improved understanding of users
US11886473B2 (en) 2018-04-20 2024-01-30 Meta Platforms, Inc. Intent identification for agent matching by assistant systems
US11307880B2 (en) 2018-04-20 2022-04-19 Meta Platforms, Inc. Assisting users with personalized and contextual communication content
US11922927B2 (en) * 2018-08-15 2024-03-05 Nippon Telegraph And Telephone Corporation Learning data generation device, learning data generation method and non-transitory computer readable recording medium
US10861446B2 (en) * 2018-12-10 2020-12-08 Amazon Technologies, Inc. Generating input alternatives
US10957320B2 (en) * 2019-01-25 2021-03-23 International Business Machines Corporation End-of-turn detection in spoken dialogues
US11704573B2 (en) * 2019-03-25 2023-07-18 Here Global B.V. Method, apparatus, and computer program product for identifying and compensating content contributors
US10997977B2 (en) * 2019-04-30 2021-05-04 Sap Se Hybrid NLP scenarios for mobile devices
KR102281581B1 (ko) * 2019-07-17 2021-07-23 에스케이텔레콤 주식회사 목표지향 대화시스템에서의 대화상태 추적방법 및 장치
CN110457457B (zh) * 2019-08-02 2023-09-22 腾讯科技(深圳)有限公司 对话生成模型的训练方法、对话生成方法及装置
US11599730B2 (en) 2019-12-09 2023-03-07 Salesforce.Com, Inc. Learning dialogue state tracking with limited labeled data
US11741307B2 (en) * 2020-07-06 2023-08-29 Samsung Electronics Co., Ltd. System and method for learning new concepts from input utterances
US10818293B1 (en) * 2020-07-14 2020-10-27 Drift.com, Inc. Selecting a response in a multi-turn interaction between a user and a conversational bot
US11430446B1 (en) * 2021-08-12 2022-08-30 PolyAI Limited Dialogue system and a dialogue method

Family Cites Families (25)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5019958A (en) * 1990-02-12 1991-05-28 Varga Ljubomir D Generalized synthesis of control systems of zero-order/instantaneous response and infinite disturbance rejection ratio
US6151698A (en) * 1996-04-30 2000-11-21 Cadence Design Systems, Inc. Method for determining the steady state behavior of a circuit using an iterative technique
US5946656A (en) * 1997-11-17 1999-08-31 At & T Corp. Speech and speaker recognition using factor analysis to model covariance structure of mixture components
US6035288A (en) * 1998-06-29 2000-03-07 Cendant Publishing, Inc. Interactive computer-implemented system and method for negotiating sale of goods and/or services
US6308157B1 (en) * 1999-06-08 2001-10-23 International Business Machines Corp. Method and apparatus for providing an event-based “What-Can-I-Say?” window
US7174300B2 (en) * 2001-12-11 2007-02-06 Lockheed Martin Corporation Dialog processing method and apparatus for uninhabited air vehicles
US7197460B1 (en) * 2002-04-23 2007-03-27 At&T Corp. System for handling frequently asked questions in a natural language dialog service
US7869998B1 (en) * 2002-04-23 2011-01-11 At&T Intellectual Property Ii, L.P. Voice-enabled dialog system
US7249321B2 (en) * 2002-10-03 2007-07-24 At&T Knowlege Ventures, L.P. System and method for selection of a voice user interface dialogue
US20040264677A1 (en) * 2003-06-30 2004-12-30 Horvitz Eric J. Ideal transfer of call handling from automated systems to human operators based on forecasts of automation efficacy and operator load
US7424150B2 (en) * 2003-12-08 2008-09-09 Fuji Xerox Co., Ltd. Systems and methods for media summarization
US7672830B2 (en) * 2005-02-22 2010-03-02 Xerox Corporation Apparatus and methods for aligning words in bilingual sentences
US9318108B2 (en) * 2010-01-18 2016-04-19 Apple Inc. Intelligent automated assistant
US9431006B2 (en) * 2009-07-02 2016-08-30 Apple Inc. Methods and apparatuses for automatic speech recognition
US9576574B2 (en) * 2012-09-10 2017-02-21 Apple Inc. Context-sensitive handling of interruptions by intelligent digital assistant
US8935167B2 (en) * 2012-09-25 2015-01-13 Apple Inc. Exemplar-based latent perceptual modeling for automatic speech recognition
US9058303B2 (en) 2012-11-30 2015-06-16 Xerox Corporation Convex collective matrix factorization
US9368114B2 (en) * 2013-03-14 2016-06-14 Apple Inc. Context-sensitive handling of interruptions
US9318109B2 (en) 2013-10-02 2016-04-19 Microsoft Technology Licensing, Llc Techniques for updating a partial dialog state
US20160246929A1 (en) * 2013-10-07 2016-08-25 President And Fellows Of Harvard College Computer implemented method, computer system and software for reducing errors associated with a situated interaction
US9502031B2 (en) * 2014-05-27 2016-11-22 Apple Inc. Method for supporting dynamic grammars in WFST-based ASR
US9430463B2 (en) * 2014-05-30 2016-08-30 Apple Inc. Exemplar-based natural language processing
US10108608B2 (en) * 2014-06-12 2018-10-23 Microsoft Technology Licensing, Llc Dialog state tracking using web-style ranking and multiple language understanding engines
US20160078520A1 (en) * 2014-09-12 2016-03-17 Microsoft Corporation Modified matrix factorization of content-based model for recommendation system
US10339916B2 (en) * 2015-08-31 2019-07-02 Microsoft Technology Licensing, Llc Generation and application of universal hypothesis ranking model

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Publication number Publication date
FR3041791A1 (fr) 2017-03-31
US9811519B2 (en) 2017-11-07
US20170091171A1 (en) 2017-03-30

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