JP7851913B2 - テキスト分類についての説明を与えるための技術 - Google Patents

テキスト分類についての説明を与えるための技術

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Publication number
JP7851913B2
JP7851913B2 JP2023512408A JP2023512408A JP7851913B2 JP 7851913 B2 JP7851913 B2 JP 7851913B2 JP 2023512408 A JP2023512408 A JP 2023512408A JP 2023512408 A JP2023512408 A JP 2023512408A JP 7851913 B2 JP7851913 B2 JP 7851913B2
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user
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JP2023538923A5 (https=
JP2023538923A (ja
Inventor
シンガラジュ，ゴータム
ビシュノイ，ビシャル
パレック，マニシュ
ワン，アレクサンダー
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オラクル・インターナショナル・コーポレイション
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Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/30—Semantic analysis
    • G06F40/35—Discourse or dialogue representation
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/40—Processing or translation of natural language
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models
    • G06N5/045—Explanation of inference; Explainable artificial intelligence [XAI]; Interpretable artificial intelligence
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L51/00—User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail
    • H04L51/02—User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail using automatic reactions or user delegation, e.g. automatic replies or chatbot-generated messages
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/20—Natural language analysis
    • G06F40/205—Parsing
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/01—Dynamic search techniques; Heuristics; Dynamic trees; Branch-and-bound
    • 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
    • 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

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Artificial Intelligence (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Computational Linguistics (AREA)
  • Health & Medical Sciences (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • General Health & Medical Sciences (AREA)
  • Software Systems (AREA)
  • Computing Systems (AREA)
  • Medical Informatics (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Mathematical Physics (AREA)
  • Signal Processing (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Machine Translation (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
JP2023512408A 2020-08-21 2021-08-20 テキスト分類についての説明を与えるための技術 Active JP7851913B2 (ja)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US202063068608P 2020-08-21 2020-08-21
US63/068,608 2020-08-21
US202163174336P 2021-04-13 2021-04-13
US63/174,336 2021-04-13
PCT/US2021/046938 WO2022040547A1 (en) 2020-08-21 2021-08-20 Techniques for providing explanations for text classification

Publications (3)

Publication Number Publication Date
JP2023538923A JP2023538923A (ja) 2023-09-12
JP2023538923A5 JP2023538923A5 (https=) 2024-08-14
JP7851913B2 true JP7851913B2 (ja) 2026-04-27

Family

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JP2023512408A Active JP7851913B2 (ja) 2020-08-21 2021-08-20 テキスト分類についての説明を与えるための技術

Country Status (4)

Country Link
US (2) US12106055B2 (https=)
JP (1) JP7851913B2 (https=)
CN (1) CN115989490A (https=)
WO (1) WO2022040547A1 (https=)

Families Citing this family (31)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9465833B2 (en) 2012-07-31 2016-10-11 Veveo, Inc. Disambiguating user intent in conversational interaction system for large corpus information retrieval
ES2751484T3 (es) * 2013-05-07 2020-03-31 Veveo Inc Interfaz de entrada de voz incremental con retroalimentación en tiempo real
US9946757B2 (en) 2013-05-10 2018-04-17 Veveo, Inc. Method and system for capturing and exploiting user intent in a conversational interaction based information retrieval system
US9852136B2 (en) 2014-12-23 2017-12-26 Rovi Guides, Inc. Systems and methods for determining whether a negation statement applies to a current or past query
US12431149B2 (en) * 2020-03-24 2025-09-30 Evident Canada, Inc. Compressive sensing for full matrix capture
US20220318679A1 (en) * 2021-03-31 2022-10-06 Jio Platforms Limited Multi-faceted bot system and method thereof
US12340792B2 (en) * 2021-05-17 2025-06-24 Salesforce, Inc. Systems and methods for few-shot intent classifier models
US20220398524A1 (en) * 2021-06-11 2022-12-15 Aktify, Inc. Consumer interaction agent management platform
EP4150536B1 (en) * 2021-07-29 2025-09-03 Google LLC Providing certain reasoning with respect to fulfillment of an assistant command
US12223955B2 (en) 2021-07-29 2025-02-11 Google Llc Providing certain reasoning with respect to fulfillment of an assistant command
US12250180B1 (en) * 2021-08-03 2025-03-11 Amazon Technologies, Inc. Dynamically selectable automated speech recognition using a custom vocabulary
US12052274B2 (en) 2021-09-23 2024-07-30 Armis Security Ltd. Techniques for enriching device profiles and mitigating cybersecurity threats using enriched device profiles
US20250014698A1 (en) * 2021-11-17 2025-01-09 Eyetelligence Limited Method and system for analysing medical images to generate a medical report
WO2023158076A1 (ko) * 2022-02-16 2023-08-24 삼성전자주식회사 전자 장치 및 전자 장치의 발화 처리 방법
US12572846B2 (en) 2022-03-22 2026-03-10 Armis Security Ltd. System and method for device attribute identification based on host configuration protocols
US12494191B2 (en) * 2022-03-28 2025-12-09 Capital One Services, Llc Flexible text-to-speech for screen readers
US20230394136A1 (en) * 2022-06-01 2023-12-07 Armis Security Ltd. System and method for device attribute identification based on queries of interest
US12468895B2 (en) 2022-06-21 2025-11-11 Kore.Ai, Inc. Systems and methods for training a virtual assistant
WO2023250201A1 (en) 2022-06-24 2023-12-28 Celligence International Llc Using a conversation interface to transfer digital assets
US12470593B2 (en) 2022-07-11 2025-11-11 Armis Security Ltd. Malicious lateral movement detection using remote system protocols
KR20240067149A (ko) * 2022-11-04 2024-05-16 삼성전자주식회사 자동 레이블링을 위한 트레이닝 방법 및 자동 레이블링 장치
US20240333612A1 (en) * 2023-03-31 2024-10-03 Atlassian Pty Ltd Apparatuses, methods, and computer program products for processing multi-channel service data objects to initiate automated resolution actions via an intent engine
US12602842B2 (en) 2023-04-18 2026-04-14 Snap Inc. Texture generation using multimodal embeddings
US12561920B2 (en) 2023-04-18 2026-02-24 Snap Inc. Dynamic model adaptation customized for individual users
US20240362507A1 (en) * 2023-04-28 2024-10-31 Red Hat, Inc. Automatic insight into ticket support processes via xai explanation of prediction models
JPWO2025004959A1 (https=) * 2023-06-27 2025-01-02
US20250008021A1 (en) * 2023-06-28 2025-01-02 Jpmorgan Chase Bank, N.A. Systems and methods for artificial intelligence-based coaching using microlearning
US12537825B2 (en) * 2023-07-17 2026-01-27 Bank Of America Corporation Securing interactive response systems from infiltration of artificial intelligence programs
US20250036695A1 (en) * 2023-07-30 2025-01-30 Microsoft Technology Licensing, Llc Generating enhanced output of generative models using intent-specific grounding
CN117112256B (zh) * 2023-08-09 2025-06-06 哈尔滨工程大学 一种适用于反应堆分析程序不确定性分析的通用接口方法
US20250063003A1 (en) * 2023-08-14 2025-02-20 Paypal, Inc. Multi-agent computer software framework for a conversational artificial intelligence system

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20190188317A1 (en) 2017-12-15 2019-06-20 International Business Machines Corporation Automatic seeding of an application programming interface (api) into a conversational interface
WO2019142427A1 (ja) 2018-01-16 2019-07-25 ソニー株式会社 情報処理装置、情報処理システム、および情報処理方法、並びにプログラム
US20190236471A1 (en) 2018-01-26 2019-08-01 International Business Machines Corporation Identifying Intent in Dialog Data Through Variant Assessment

Family Cites Families (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2010078614A1 (en) * 2009-01-08 2010-07-15 Relevancenow Pty Limited Chatbots
US20130066632A1 (en) * 2011-09-14 2013-03-14 At&T Intellectual Property I, L.P. System and method for enriching text-to-speech synthesis with automatic dialog act tags
US8700398B2 (en) * 2011-11-29 2014-04-15 Nuance Communications, Inc. Interface for setting confidence thresholds for automatic speech recognition and call steering applications
US20130311271A1 (en) * 2012-05-17 2013-11-21 Microsoft Corporation Structured relevant keyword and intent suggestion with bid and other auction parameters based on advertiser specific context
WO2014144579A1 (en) * 2013-03-15 2014-09-18 Apple Inc. System and method for updating an adaptive speech recognition model
US9805718B2 (en) * 2013-04-19 2017-10-31 Sri Internaitonal Clarifying natural language input using targeted questions
CN103473317A (zh) * 2013-09-12 2013-12-25 百度在线网络技术（北京）有限公司 提取关键词的方法和设备
CN103744843B (zh) * 2013-12-25 2017-01-04 北京百度网讯科技有限公司 一种在线语音翻译方法及装置
US10614799B2 (en) * 2014-11-26 2020-04-07 Voicebox Technologies Corporation System and method of providing intent predictions for an utterance prior to a system detection of an end of the utterance
CN104516986B (zh) * 2015-01-16 2018-01-16 青岛理工大学 一种语句识别方法及装置
US9978374B2 (en) * 2015-09-04 2018-05-22 Google Llc Neural networks for speaker verification
US10878817B2 (en) * 2018-02-24 2020-12-29 Twenty Lane Media, LLC Systems and methods for generating comedy
KR102047385B1 (ko) * 2018-09-21 2019-11-21 삼성생명보험주식회사 챗봇 구동 방법, 장치 및 컴퓨터 판독가능 매체
WO2020163627A1 (en) * 2019-02-07 2020-08-13 Clinc, Inc. Systems and methods for machine learning-based multi-intent segmentation and classification
US11182242B2 (en) * 2019-06-21 2021-11-23 Intel Corporation Technologies for preserving error correction capability in compute-in-memory operations
CN110837835B (zh) * 2019-10-29 2022-11-08 华中科技大学 一种基于边界点检测的场景文本端到端识别方法
US11626106B1 (en) * 2020-02-25 2023-04-11 Amazon Technologies, Inc. Error attribution in natural language processing systems
US11341339B1 (en) * 2020-05-14 2022-05-24 Amazon Technologies, Inc. Confidence calibration for natural-language understanding models that provides optimal interpretability
US11941367B2 (en) * 2021-05-29 2024-03-26 International Business Machines Corporation Question generation by intent prediction

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20190188317A1 (en) 2017-12-15 2019-06-20 International Business Machines Corporation Automatic seeding of an application programming interface (api) into a conversational interface
WO2019142427A1 (ja) 2018-01-16 2019-07-25 ソニー株式会社 情報処理装置、情報処理システム、および情報処理方法、並びにプログラム
US20190236471A1 (en) 2018-01-26 2019-08-01 International Business Machines Corporation Identifying Intent in Dialog Data Through Variant Assessment

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
Francis Bond, Eric Nichols, Darren Scott Appling, and Michael Paul，Improving statistical machine translation by paraphrasing the training data.，Proceedings of the 5th International Workshop on Spoken Language Translation: Papers, 2008.10.20-10.21 [online]，IWSLT，2008年10月，pp.150-157，[retrieved on 2025.08.06] Retrieved from <ACL Anthology, https://aclanthology.org/2008.iwslt-papers.2/>
齋藤 佳美, 倉田 早織, 加納 敏行，パラフレーズ技術を利用した情報・知識利活用ソリューション，東芝レビュー，第64巻, 第8号，株式会社東芝，2009年08月01日，pp.66-69

Also Published As

Publication number Publication date
CN115989490A (zh) 2023-04-18
US20220058347A1 (en) 2022-02-24
JP2023538923A (ja) 2023-09-12
US20240338531A1 (en) 2024-10-10
US12106055B2 (en) 2024-10-01
WO2022040547A1 (en) 2022-02-24

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