GB2627092A - Deep learning techniques for extraction of embedded data from documents - Google Patents

Deep learning techniques for extraction of embedded data from documents Download PDF

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Publication number
GB2627092A
GB2627092A GB2405984.2A GB202405984A GB2627092A GB 2627092 A GB2627092 A GB 2627092A GB 202405984 A GB202405984 A GB 202405984A GB 2627092 A GB2627092 A GB 2627092A
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United Kingdom
Prior art keywords
text
sub
embeddings
groupings
generating
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.)
Pending
Application number
GB2405984.2A
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English (en)
Other versions
GB202405984D0 (en
Inventor
Zhong Xu
Don Thanuja Samodhye Dharmasiri Yakupitiyage
Long Duong Thanh
Edward Johnson Mark
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Oracle International Corp
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Oracle International Corp
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Publication date
Application filed by Oracle International Corp filed Critical Oracle International Corp
Publication of GB202405984D0 publication Critical patent/GB202405984D0/en
Publication of GB2627092A publication Critical patent/GB2627092A/en
Pending legal-status Critical Current

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    • 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
    • G06F40/30—Semantic analysis
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/10—Text processing
    • G06F40/103—Formatting, i.e. changing of presentation of documents
    • G06F40/109—Font handling; Temporal or kinetic typography
    • 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
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/20—Natural language analysis
    • G06F40/279—Recognition of textual entities
    • G06F40/284—Lexical analysis, e.g. tokenisation or collocates

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Computational Linguistics (AREA)
  • General Health & Medical Sciences (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Machine Translation (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
GB2405984.2A 2021-10-29 2022-08-15 Deep learning techniques for extraction of embedded data from documents Pending GB2627092A (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US202163273761P 2021-10-29 2021-10-29
US17/819,445 US12367352B2 (en) 2021-10-29 2022-08-12 Deep learning techniques for extraction of embedded data from documents
PCT/US2022/074974 WO2023076754A1 (en) 2021-10-29 2022-08-15 Deep learning techniques for extraction of embedded data from documents

Publications (2)

Publication Number Publication Date
GB202405984D0 GB202405984D0 (en) 2024-06-12
GB2627092A true GB2627092A (en) 2024-08-14

Family

ID=86147364

Family Applications (1)

Application Number Title Priority Date Filing Date
GB2405984.2A Pending GB2627092A (en) 2021-10-29 2022-08-15 Deep learning techniques for extraction of embedded data from documents

Country Status (6)

Country Link
US (2) US12367352B2 (https=)
JP (1) JP2024540111A (https=)
KR (1) KR20240091051A (https=)
CN (1) CN118202344A (https=)
GB (1) GB2627092A (https=)
WO (1) WO2023076754A1 (https=)

Families Citing this family (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US12158900B2 (en) * 2022-10-28 2024-12-03 Abbyy Development Inc. Extracting information from documents using automatic markup based on historical data
US12315052B2 (en) * 2022-12-15 2025-05-27 Accenture Global Solutions Limited Generation of context-aware word embedding vectors for given semantic properties of a word using few texts
US12314318B2 (en) * 2023-02-17 2025-05-27 Snowflake Inc. Enhanced searching using fine-tuned machine learning models
US12562163B2 (en) * 2023-05-12 2026-02-24 Servicenow, Inc. Bidirectional assistant for development platforms
US11928569B1 (en) * 2023-06-30 2024-03-12 Intuit, Inc. Automated user experience orchestration using natural language based machine learning techniques
CN116561602B (zh) * 2023-07-10 2023-09-19 三峡高科信息技术有限责任公司 一种用于销售成本结转的销采物资自动匹配的方法
US12277150B2 (en) * 2023-07-20 2025-04-15 Quantem Healthcare, Inc. Computing technologies for hierarchies of chatbot application programs operative based on data structures containing unstructured texts
CN117097790A (zh) * 2023-08-08 2023-11-21 北京字跳网络技术有限公司 一种信息推送方法、装置、计算机设备及存储介质
US20250371272A1 (en) * 2024-06-04 2025-12-04 Optum, Inc. Modified large language model architecture with span-level attention mechanism for conversion of natural language text to structured knowledge graph

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2004326600A (ja) * 2003-04-25 2004-11-18 Fujitsu Ltd 構造化文書のクラスタリング装置
US20190073420A1 (en) * 2017-09-04 2019-03-07 Borislav Agapiev System for creating a reasoning graph and for ranking of its nodes
KR20190058935A (ko) * 2017-11-22 2019-05-30 주식회사 와이즈넛 문서 내 핵심 키워드 추출 시스템 및 방법
US20200073882A1 (en) * 2018-08-31 2020-03-05 Accenture Global Solutions Limited Artificial intelligence based corpus enrichment for knowledge population and query response
US10607042B1 (en) * 2019-02-12 2020-03-31 Live Objects, Inc. Dynamically trained models of named entity recognition over unstructured data

Family Cites Families (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10380259B2 (en) * 2017-05-22 2019-08-13 International Business Machines Corporation Deep embedding for natural language content based on semantic dependencies
US11914954B2 (en) * 2019-12-08 2024-02-27 Virginia Tech Intellectual Properties, Inc. Methods and systems for generating declarative statements given documents with questions and answers
US11861314B2 (en) * 2020-04-03 2024-01-02 Asapp, Inc. Extracting clinical follow-ups from discharge summaries
US11741146B2 (en) * 2020-07-13 2023-08-29 Nec Corporation Embedding multi-modal time series and text data
US20220093088A1 (en) * 2020-09-24 2022-03-24 Apple Inc. Contextual sentence embeddings for natural language processing applications
CN113011169B (zh) * 2021-01-27 2022-11-11 北京字跳网络技术有限公司 一种会议纪要的处理方法、装置、设备及介质

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2004326600A (ja) * 2003-04-25 2004-11-18 Fujitsu Ltd 構造化文書のクラスタリング装置
US20190073420A1 (en) * 2017-09-04 2019-03-07 Borislav Agapiev System for creating a reasoning graph and for ranking of its nodes
KR20190058935A (ko) * 2017-11-22 2019-05-30 주식회사 와이즈넛 문서 내 핵심 키워드 추출 시스템 및 방법
US20200073882A1 (en) * 2018-08-31 2020-03-05 Accenture Global Solutions Limited Artificial intelligence based corpus enrichment for knowledge population and query response
US10607042B1 (en) * 2019-02-12 2020-03-31 Live Objects, Inc. Dynamically trained models of named entity recognition over unstructured data

Also Published As

Publication number Publication date
JP2024540111A (ja) 2024-10-31
US20250307566A1 (en) 2025-10-02
GB202405984D0 (en) 2024-06-12
KR20240091051A (ko) 2024-06-21
US20230139397A1 (en) 2023-05-04
US12367352B2 (en) 2025-07-22
WO2023076754A1 (en) 2023-05-04
CN118202344A (zh) 2024-06-14

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