JP7584449B2 - 自然言語クエリから形式的データ・クエリへの変換 - Google Patents

自然言語クエリから形式的データ・クエリへの変換 Download PDF

Info

Publication number
JP7584449B2
JP7584449B2 JP2021569840A JP2021569840A JP7584449B2 JP 7584449 B2 JP7584449 B2 JP 7584449B2 JP 2021569840 A JP2021569840 A JP 2021569840A JP 2021569840 A JP2021569840 A JP 2021569840A JP 7584449 B2 JP7584449 B2 JP 7584449B2
Authority
JP
Japan
Prior art keywords
natural language
query
computer
formal data
graph
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
JP2021569840A
Other languages
English (en)
Japanese (ja)
Other versions
JP2022536889A (ja
JP2022536889A5 (https=
JPWO2020254962A5 (https=
Inventor
スター、ピーター、ウィレム、ジャン
ドルフィ、マイケル
アウアー、クリストフ
ゲオルゴポウロス、レオニダス
ソブチク、アレクサンドロス
バカラ、ティム、ジャン
ビカス、コンスタンティノス
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
International Business Machines Corp
Original Assignee
International Business Machines Corp
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by International Business Machines Corp filed Critical International Business Machines Corp
Publication of JP2022536889A publication Critical patent/JP2022536889A/ja
Publication of JP2022536889A5 publication Critical patent/JP2022536889A5/ja
Publication of JPWO2020254962A5 publication Critical patent/JPWO2020254962A5/ja
Application granted granted Critical
Publication of JP7584449B2 publication Critical patent/JP7584449B2/ja
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24Querying
    • G06F16/245Query processing
    • G06F16/2452Query translation
    • G06F16/24522Translation of natural language queries to structured queries
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/30Semantic analysis
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/30Semantic analysis
    • G06F40/35Discourse or dialogue representation
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/40Processing or translation of natural language

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Computational Linguistics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Machine Translation (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
JP2021569840A 2019-06-20 2020-06-16 自然言語クエリから形式的データ・クエリへの変換 Active JP7584449B2 (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US16/446,809 2019-06-20
US16/446,809 US11086861B2 (en) 2019-06-20 2019-06-20 Translating a natural language query into a formal data query
PCT/IB2020/055618 WO2020254962A1 (en) 2019-06-20 2020-06-16 Translating a natural language query into a formal data query

Publications (4)

Publication Number Publication Date
JP2022536889A JP2022536889A (ja) 2022-08-22
JP2022536889A5 JP2022536889A5 (https=) 2022-10-27
JPWO2020254962A5 JPWO2020254962A5 (https=) 2022-10-27
JP7584449B2 true JP7584449B2 (ja) 2024-11-15

Family

ID=74038547

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2021569840A Active JP7584449B2 (ja) 2019-06-20 2020-06-16 自然言語クエリから形式的データ・クエリへの変換

Country Status (6)

Country Link
US (1) US11086861B2 (https=)
JP (1) JP7584449B2 (https=)
CN (1) CN113811869A (https=)
DE (1) DE112020002961T5 (https=)
GB (1) GB2599328A (https=)
WO (1) WO2020254962A1 (https=)

Families Citing this family (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20240086444A1 (en) * 2019-10-11 2024-03-14 The Board Of Trustees Of The Leland Stanford Junior University Systems and Methods for Generating Knowledge Graphs and Text Summaries from Document Databases
US11861308B2 (en) * 2020-04-15 2024-01-02 Intuit Inc. Mapping natural language utterances to operations over a knowledge graph
US11423094B2 (en) * 2020-06-09 2022-08-23 International Business Machines Corporation Document risk analysis
US11726994B1 (en) * 2021-03-31 2023-08-15 Amazon Technologies, Inc. Providing query restatements for explaining natural language query results
US11604794B1 (en) 2021-03-31 2023-03-14 Amazon Technologies, Inc. Interactive assistance for executing natural language queries to data sets
US11500865B1 (en) 2021-03-31 2022-11-15 Amazon Technologies, Inc. Multiple stage filtering for natural language query processing pipelines
US12189782B2 (en) 2021-06-23 2025-01-07 The Mitre Corporation Methods and systems for natural language processing of graph database queries
US12271698B1 (en) 2021-11-29 2025-04-08 Amazon Technologies, Inc. Schema and cell value aware named entity recognition model for executing natural language queries
US20230368103A1 (en) * 2022-05-11 2023-11-16 Sap Se Knowledge graph enabled augmentation of natural language processing applications
WO2024157438A1 (ja) 2023-01-27 2024-08-02 日本電気株式会社 情報処理装置、情報処理方法、及び、記録媒体
US12346316B2 (en) * 2023-02-10 2025-07-01 DataIris Platform, Inc. Knowledge graph generation for data warehouse
US12265528B1 (en) 2023-03-21 2025-04-01 Amazon Technologies, Inc. Natural language query processing
US12585645B1 (en) 2023-03-21 2026-03-24 Amazon Technologies, Inc. Natural language query processing
US12346315B1 (en) 2023-03-21 2025-07-01 Amazon Technologies, Inc. Natural language query processing
US12511282B1 (en) 2023-05-02 2025-12-30 Microstrategy Incorporated Generating structured query language using machine learning
CN116757162B (zh) * 2023-06-16 2025-04-08 北京优酷科技有限公司 平台数据的智能编辑方法、装置、电子设备及存储介质
CN117891458B (zh) * 2023-11-23 2024-12-17 星环信息科技(上海)股份有限公司 一种sql语句生成方法、装置、设备及存储介质
US12475156B2 (en) * 2024-04-12 2025-11-18 DevRev, Inc. Communication platform for a connected environment

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20080235199A1 (en) 2007-03-19 2008-09-25 Yunyao Li Natural language query interface, systems, and methods for a database
WO2018213530A2 (en) 2017-05-18 2018-11-22 Salesforce.Com, Inc Neural network based translation of natural language queries to database queries
CN109241103A (zh) 2018-09-26 2019-01-18 深圳壹账通智能科技有限公司 数据扩展查询方法、电子装置及计算机可读存储介质
JP2019091474A (ja) 2015-05-28 2019-06-13 グーグル エルエルシー データ・リソースに対するアクセス制御

Family Cites Families (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5265014A (en) * 1990-04-10 1993-11-23 Hewlett-Packard Company Multi-modal user interface
US5911138A (en) * 1993-06-04 1999-06-08 International Business Machines Corporation Database search facility having improved user interface
US5963940A (en) * 1995-08-16 1999-10-05 Syracuse University Natural language information retrieval system and method
US7730063B2 (en) 2002-12-10 2010-06-01 Asset Trust, Inc. Personalized medicine service
US7640162B2 (en) * 2004-12-14 2009-12-29 Microsoft Corporation Semantic canvas
US8548799B2 (en) * 2005-08-10 2013-10-01 Microsoft Corporation Methods and apparatus to help users of a natural language system formulate queries
KR100980579B1 (ko) * 2010-02-03 2010-09-06 경북대학교 산학협력단 온톨로지에 대한 자연어 질의 검색 방법 및 시스템
US10318586B1 (en) * 2014-08-19 2019-06-11 Google Llc Systems and methods for editing and replaying natural language queries
CN104636478B (zh) * 2015-02-13 2019-12-20 广州神马移动信息科技有限公司 信息查询方法和设备
US10033714B2 (en) 2015-06-16 2018-07-24 Business Objects Software, Ltd Contextual navigation facets panel
US20180052842A1 (en) 2016-08-16 2018-02-22 Ebay Inc. Intelligent online personal assistant with natural language understanding
US10503767B2 (en) 2016-09-13 2019-12-10 Microsoft Technology Licensing, Llc Computerized natural language query intent dispatching
US11157564B2 (en) * 2018-03-02 2021-10-26 Thoughtspot, Inc. Natural language question answering systems
CN109063056A (zh) * 2018-07-20 2018-12-21 阿里巴巴集团控股有限公司 一种数据查询方法、系统及终端设备
CN109241259B (zh) 2018-08-24 2021-01-05 国网江苏省电力有限公司苏州供电分公司 基于er模型的自然语言查询方法、装置及系统

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20080235199A1 (en) 2007-03-19 2008-09-25 Yunyao Li Natural language query interface, systems, and methods for a database
JP2019091474A (ja) 2015-05-28 2019-06-13 グーグル エルエルシー データ・リソースに対するアクセス制御
WO2018213530A2 (en) 2017-05-18 2018-11-22 Salesforce.Com, Inc Neural network based translation of natural language queries to database queries
CN109241103A (zh) 2018-09-26 2019-01-18 深圳壹账通智能科技有限公司 数据扩展查询方法、电子装置及计算机可读存储介质

Also Published As

Publication number Publication date
WO2020254962A1 (en) 2020-12-24
JP2022536889A (ja) 2022-08-22
GB2599328A (en) 2022-03-30
US20200401590A1 (en) 2020-12-24
DE112020002961T5 (de) 2022-04-07
CN113811869A (zh) 2021-12-17
US11086861B2 (en) 2021-08-10

Similar Documents

Publication Publication Date Title
JP7584449B2 (ja) 自然言語クエリから形式的データ・クエリへの変換
US11928156B2 (en) Learning-based automated machine learning code annotation with graph neural network
US9384450B1 (en) Training machine learning models for open-domain question answering system
US10346751B2 (en) Extraction of inference rules from heterogeneous graphs
WO2025072369A1 (en) Systems and methods for generating customized ai models
US20170345185A1 (en) Predicting a Chromatic Identity of an Existing Recipe and Modifying the Existing Recipe to Meet a Desired Set of Colors by Replacing Existing Elements of the Recipe
Piccione Realistic interplays between data science and chemical engineering in the first quarter of the 21st century: Facts and a vision
US10585936B2 (en) Generating complementary colors for content to meet accessibility requirement and reflect tonal analysis
US20180060782A1 (en) Recommending personalized jobs from automated review of writing samples and resumes
Capellman Hands-On Machine Learning with ML. NET: Getting started with Microsoft ML. NET to implement popular machine learning algorithms in C
Burch et al. Dashboard design
Li et al. Large language models for ontology engineering: a systematic literature review
Wolohan Mastering Large Datasets with Python: Parallelize and Distribute Your Python Code
Fouesneau et al. What is the role of large language models in the evolution of astronomy research?
Sarkar et al. The Python machine learning ecosystem
US10599994B2 (en) Predicting a chromatic identity of an existing recipe and modifying the existing recipe to meet a desired set of colors by adding new elements to the recipe
Biswas et al. Beginning AI Bot Frameworks
US10860637B2 (en) System and method for rapid annotation of media artifacts with relationship-level semantic content
Savelyev et al. Augmenting geovisual analytics of social media data with heterogeneous information network mining—cognitive plausibility assessment
US20200210874A1 (en) Method and system for the creation of fuzzy cognitive maps from extracted concepts
Kuka et al. A Young Researcher's Dual Lens: A Twofold Autoethnographic Exploration of Generative AI in the Realms of Doing Research and Teaching Computer Science and Media Design Education.
Guzman Human at the Center, AI in the Loop: The Role of Librarians in Shaping Academic AI
Wu et al. Charting the uncharted: building and analyzing a multifaceted chart question answering dataset for complex logical reasoning process
Efimova et al. Applying Graph Theory to Study the Results of JSM Reasoning
Ismail et al. Eat, sleep, code, repeat: tips for early-career researchers in computational science

Legal Events

Date Code Title Description
RD04 Notification of resignation of power of attorney

Free format text: JAPANESE INTERMEDIATE CODE: A7424

Effective date: 20220512

A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20221014

A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20221121

A977 Report on retrieval

Free format text: JAPANESE INTERMEDIATE CODE: A971007

Effective date: 20231226

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20240130

A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20240409

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20240709

A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20241008

TRDD Decision of grant or rejection written
A01 Written decision to grant a patent or to grant a registration (utility model)

Free format text: JAPANESE INTERMEDIATE CODE: A01

Effective date: 20241022

A61 First payment of annual fees (during grant procedure)

Free format text: JAPANESE INTERMEDIATE CODE: A61

Effective date: 20241105

R150 Certificate of patent or registration of utility model

Ref document number: 7584449

Country of ref document: JP

Free format text: JAPANESE INTERMEDIATE CODE: R150