GB2616542A - Natural language processing using an ontology-based concept embedding model - Google Patents
Natural language processing using an ontology-based concept embedding model Download PDFInfo
- Publication number
- GB2616542A GB2616542A GB2308265.4A GB202308265A GB2616542A GB 2616542 A GB2616542 A GB 2616542A GB 202308265 A GB202308265 A GB 202308265A GB 2616542 A GB2616542 A GB 2616542A
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- 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
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/20—Natural language analysis
-
- 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
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
- G06F16/33—Querying
- G06F16/3331—Query processing
- G06F16/334—Query execution
- G06F16/3347—Query execution using vector based model
-
- 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
- G06F40/211—Syntactic parsing, e.g. based on context-free grammar [CFG] or unification grammars
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/20—Natural language analysis
- G06F40/237—Lexical tools
- G06F40/247—Thesauruses; Synonyms
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- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Computational Linguistics (AREA)
- Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- Artificial Intelligence (AREA)
- Health & Medical Sciences (AREA)
- Audiology, Speech & Language Pathology (AREA)
- General Health & Medical Sciences (AREA)
- Databases & Information Systems (AREA)
- Data Mining & Analysis (AREA)
- Machine Translation (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US16/545,608 US11176323B2 (en) | 2019-08-20 | 2019-08-20 | Natural language processing using an ontology-based concept embedding model |
| GB2203106.6A GB2601697A (en) | 2019-08-20 | 2020-08-13 | Natural language processing using an ontology-based concept embedding model |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| GB202308265D0 GB202308265D0 (en) | 2023-07-19 |
| GB2616542A true GB2616542A (en) | 2023-09-13 |
Family
ID=74646859
Family Applications (2)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| GB2308265.4A Withdrawn GB2616542A (en) | 2019-08-20 | 2020-08-13 | Natural language processing using an ontology-based concept embedding model |
| GB2203106.6A Withdrawn GB2601697A (en) | 2019-08-20 | 2020-08-13 | Natural language processing using an ontology-based concept embedding model |
Family Applications After (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| GB2203106.6A Withdrawn GB2601697A (en) | 2019-08-20 | 2020-08-13 | Natural language processing using an ontology-based concept embedding model |
Country Status (6)
| Country | Link |
|---|---|
| US (1) | US11176323B2 (https=) |
| JP (1) | JP2022545062A (https=) |
| CN (1) | CN114341862A (https=) |
| DE (1) | DE112020003311T5 (https=) |
| GB (2) | GB2616542A (https=) |
| WO (1) | WO2021033087A1 (https=) |
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| US11217227B1 (en) | 2019-11-08 | 2022-01-04 | Suki AI, Inc. | Systems and methods for generating disambiguated terms in automatically generated transcriptions including instructions within a particular knowledge domain |
| US11538465B1 (en) | 2019-11-08 | 2022-12-27 | Suki AI, Inc. | Systems and methods to facilitate intent determination of a command by grouping terms based on context |
| US11354513B2 (en) * | 2020-02-06 | 2022-06-07 | Adobe Inc. | Automated identification of concept labels for a text fragment |
| US11416684B2 (en) | 2020-02-06 | 2022-08-16 | Adobe Inc. | Automated identification of concept labels for a set of documents |
| US11494562B2 (en) * | 2020-05-14 | 2022-11-08 | Optum Technology, Inc. | Method, apparatus and computer program product for generating text strings |
| US11645526B2 (en) * | 2020-06-25 | 2023-05-09 | International Business Machines Corporation | Learning neuro-symbolic multi-hop reasoning rules over text |
| US20220172040A1 (en) * | 2020-11-30 | 2022-06-02 | Microsoft Technology Licensing, Llc | Training a machine-learned model based on feedback |
| US12562244B2 (en) * | 2021-03-01 | 2026-02-24 | International Business Machines Corporation | Combining domain-specific ontologies for language processing |
| JP7761880B2 (ja) * | 2021-03-16 | 2025-10-29 | 公立大学法人会津大学 | モデル推論プログラム、情報処理装置及びモデル推論方法 |
| US11868381B2 (en) * | 2021-03-29 | 2024-01-09 | Google Llc | Systems and methods for training language models to reason over tables |
| CN113420117B (zh) * | 2021-06-23 | 2023-10-20 | 北京交通大学 | 一种基于多元特征融合的突发事件分类方法 |
| CN113779196B (zh) * | 2021-09-07 | 2024-02-13 | 大连大学 | 一种融合多层次信息的海关同义词识别方法 |
| CN114003688B (zh) * | 2021-10-14 | 2025-07-29 | 咪咕文化科技有限公司 | 问答数据的查询方法、装置、设备以及存储介质 |
| US11954619B1 (en) * | 2022-01-12 | 2024-04-09 | Trueblue, Inc. | Analysis and processing of skills related data from a communications session with improved latency |
| CN114782722B (zh) * | 2022-04-29 | 2023-02-03 | 北京百度网讯科技有限公司 | 图文相似度的确定方法、装置及电子设备 |
| 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 |
| CN115062699B (zh) * | 2022-06-13 | 2025-08-12 | 中孚安全技术有限公司 | 一种基于Word2vec-FL的社区发现方法及系统 |
| US20240211796A1 (en) * | 2022-12-22 | 2024-06-27 | Microsoft Technology Licensing, Llc | Explanation of emergent semantics in embedding spaces via analogy |
| CN117009541B (zh) * | 2023-06-07 | 2026-02-17 | 中电通商数字技术(上海)有限公司 | 临床医学检验知识库构建与应用方法、装置、设备及介质 |
Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2018064969A1 (en) * | 2016-10-07 | 2018-04-12 | Huawei Technologies Co., Ltd. | Apparatus and method for spatial processing of concepts |
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| EP1919771A4 (en) * | 2005-08-31 | 2010-06-09 | Intuview Itd | EXPERT DECISION SUPPORT SYSTEM AND REAL-TIME METHODS OF OPERATING DOCUMENTS IN LANGUAGES OTHER THAN ENGLISH |
| US8027977B2 (en) * | 2007-06-20 | 2011-09-27 | Microsoft Corporation | Recommending content using discriminatively trained document similarity |
| US8977537B2 (en) | 2011-06-24 | 2015-03-10 | Microsoft Technology Licensing, Llc | Hierarchical models for language modeling |
| SG11201406534QA (en) * | 2012-04-11 | 2014-11-27 | Univ Singapore | Methods, apparatuses and computer-readable mediums for organizing data relating to a product |
| US9519859B2 (en) * | 2013-09-06 | 2016-12-13 | Microsoft Technology Licensing, Llc | Deep structured semantic model produced using click-through data |
| US9477752B1 (en) | 2013-09-30 | 2016-10-25 | Verint Systems Inc. | Ontology administration and application to enhance communication data analytics |
| US20150127323A1 (en) * | 2013-11-04 | 2015-05-07 | Xerox Corporation | Refining inference rules with temporal event clustering |
| US9672814B2 (en) | 2015-05-08 | 2017-06-06 | International Business Machines Corporation | Semi-supervised learning of word embeddings |
| CN105260488B (zh) | 2015-11-30 | 2018-10-02 | 哈尔滨工业大学 | 一种用于语义理解的文本序列迭代方法 |
| JP6549500B2 (ja) * | 2016-02-26 | 2019-07-24 | トヨタ自動車株式会社 | 話題推定学習装置及び話題推定学習方法 |
| US10740678B2 (en) * | 2016-03-31 | 2020-08-11 | International Business Machines Corporation | Concept hierarchies |
| US10169454B2 (en) | 2016-05-17 | 2019-01-01 | Xerox Corporation | Unsupervised ontology-based graph extraction from texts |
| CN108268883B (zh) * | 2016-12-31 | 2021-05-07 | 上海交通大学 | 基于开放数据的移动端信息模板自构建系统 |
| US12411880B2 (en) * | 2017-02-16 | 2025-09-09 | Globality, Inc. | Intelligent matching system with ontology-aided relation extraction |
| CN110352417B (zh) * | 2017-03-06 | 2024-02-02 | 三菱电机株式会社 | 本体构建辅助装置 |
| EP3385862A1 (en) * | 2017-04-03 | 2018-10-10 | Siemens Aktiengesellschaft | A method and apparatus for performing hierarchical entity classification |
| US10963501B1 (en) * | 2017-04-29 | 2021-03-30 | Veritas Technologies Llc | Systems and methods for generating a topic tree for digital information |
| JP6957967B2 (ja) * | 2017-05-16 | 2021-11-02 | 富士通株式会社 | 生成プログラム、生成方法、生成装置、及びパラメータ生成方法 |
| US11488713B2 (en) | 2017-08-15 | 2022-11-01 | Computer Technology Associates, Inc. | Disease specific ontology-guided rule engine and machine learning for enhanced critical care decision support |
| KR102060176B1 (ko) * | 2017-09-12 | 2019-12-27 | 네이버 주식회사 | 문서의 카테고리 분류를 위한 딥러닝 학습 방법 및 그 시스템 |
| US11250331B2 (en) * | 2017-10-31 | 2022-02-15 | Microsoft Technology Licensing, Llc | Distant supervision for entity linking with filtering of noise |
| US10817676B2 (en) * | 2017-12-27 | 2020-10-27 | Sdl Inc. | Intelligent routing services and systems |
| WO2019132685A1 (ru) * | 2017-12-29 | 2019-07-04 | Общество С Ограниченной Ответственностью "Интеллоджик" | Способ и система поддержки принятия врачебных решений |
| CN108717574B (zh) | 2018-03-26 | 2021-09-21 | 浙江大学 | 一种基于连词标记和强化学习的自然语言推理方法 |
| US10817657B2 (en) * | 2018-12-26 | 2020-10-27 | Nokia Solutions And Networks Oy | Determination of field types in tabular data |
| CN110134943B (zh) | 2019-04-03 | 2023-04-18 | 平安科技(深圳)有限公司 | 领域本体生成方法、装置、设备及介质 |
| US10902203B2 (en) * | 2019-04-23 | 2021-01-26 | Oracle International Corporation | Named entity disambiguation using entity distance in a knowledge graph |
| US11126647B2 (en) * | 2019-12-13 | 2021-09-21 | CS Disco, Inc. | System and method for hierarchically organizing documents based on document portions |
-
2019
- 2019-08-20 US US16/545,608 patent/US11176323B2/en not_active Expired - Fee Related
-
2020
- 2020-08-13 CN CN202080058467.5A patent/CN114341862A/zh active Pending
- 2020-08-13 GB GB2308265.4A patent/GB2616542A/en not_active Withdrawn
- 2020-08-13 JP JP2022508970A patent/JP2022545062A/ja active Pending
- 2020-08-13 WO PCT/IB2020/057621 patent/WO2021033087A1/en not_active Ceased
- 2020-08-13 DE DE112020003311.2T patent/DE112020003311T5/de not_active Ceased
- 2020-08-13 GB GB2203106.6A patent/GB2601697A/en not_active Withdrawn
Patent Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2018064969A1 (en) * | 2016-10-07 | 2018-04-12 | Huawei Technologies Co., Ltd. | Apparatus and method for spatial processing of concepts |
Also Published As
| Publication number | Publication date |
|---|---|
| DE112020003311T5 (de) | 2022-03-31 |
| US11176323B2 (en) | 2021-11-16 |
| JP2022545062A (ja) | 2022-10-25 |
| GB2601697A (en) | 2022-06-08 |
| US20210056168A1 (en) | 2021-02-25 |
| GB202308265D0 (en) | 2023-07-19 |
| GB202203106D0 (en) | 2022-04-20 |
| CN114341862A (zh) | 2022-04-12 |
| WO2021033087A1 (en) | 2021-02-25 |
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Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| COOA | Change in applicant's name or ownership of the application |
Owner name: MERATIVE US L.P. Free format text: FORMER OWNER: INTERNATIONAL BUSINESS MACHINES CORPORATION |
|
| WAP | Application withdrawn, taken to be withdrawn or refused ** after publication under section 16(1) |