AU2022373323A1 - Application of natural language processing to facilitate responses to regulatory questions - Google Patents

Application of natural language processing to facilitate responses to regulatory questions Download PDF

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Publication number
AU2022373323A1
AU2022373323A1 AU2022373323A AU2022373323A AU2022373323A1 AU 2022373323 A1 AU2022373323 A1 AU 2022373323A1 AU 2022373323 A AU2022373323 A AU 2022373323A AU 2022373323 A AU2022373323 A AU 2022373323A AU 2022373323 A1 AU2022373323 A1 AU 2022373323A1
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AU
Australia
Prior art keywords
questions
regulatory
processors
question
processing
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Pending
Application number
AU2022373323A
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English (en)
Inventor
Saleh ALKHALIFA
Elif Seyma BAYRAK
Furkan OZYURT
Daniel VAGLE
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Amgen Inc
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Amgen Inc
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Application filed by Amgen Inc filed Critical Amgen Inc
Publication of AU2022373323A1 publication Critical patent/AU2022373323A1/en
Pending legal-status Critical Current

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    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/044Recurrent networks, e.g. Hopfield networks
    • G06N3/0442Recurrent networks, e.g. Hopfield networks characterised by memory or gating, e.g. long short-term memory [LSTM] or gated recurrent units [GRU]
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/20Natural language analysis
    • G06F40/279Recognition of textual entities
    • G06F40/284Lexical analysis, e.g. tokenisation or collocates
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/20Natural language analysis
    • G06F40/205Parsing
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/20Natural language analysis
    • G06F40/205Parsing
    • G06F40/211Syntactic parsing, e.g. based on context-free grammar [CFG] or unification grammars
    • 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
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/045Combinations of networks
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • G06N3/09Supervised learning
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/048Activation functions
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • G06N3/092Reinforcement learning

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Computational Linguistics (AREA)
  • General Health & Medical Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Electrically Operated Instructional Devices (AREA)
AU2022373323A 2021-10-21 2022-10-18 Application of natural language processing to facilitate responses to regulatory questions Pending AU2022373323A1 (en)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US202163270448P 2021-10-21 2021-10-21
US63/270,448 2021-10-21
US202263389569P 2022-07-15 2022-07-15
US63/389,569 2022-07-15
PCT/US2022/046974 WO2023069401A1 (en) 2021-10-21 2022-10-18 Application of natural language processing to facilitate responses to regulatory questions

Publications (1)

Publication Number Publication Date
AU2022373323A1 true AU2022373323A1 (en) 2024-05-02

Family

ID=84360106

Family Applications (1)

Application Number Title Priority Date Filing Date
AU2022373323A Pending AU2022373323A1 (en) 2021-10-21 2022-10-18 Application of natural language processing to facilitate responses to regulatory questions

Country Status (7)

Country Link
US (1) US20240419908A1 (https=)
EP (1) EP4420040A1 (https=)
JP (1) JP2024539670A (https=)
AU (1) AU2022373323A1 (https=)
CA (1) CA3235967A1 (https=)
MX (1) MX2024004791A (https=)
WO (1) WO2023069401A1 (https=)

Families Citing this family (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US12456015B1 (en) * 2023-03-31 2025-10-28 Amazon Technologies, Inc. Natural language question generation
CN119293203A (zh) * 2023-07-07 2025-01-10 马上消费金融股份有限公司 问题挖掘方法、装置、电子设备及存储介质
CN117194632A (zh) * 2023-09-11 2023-12-08 平安银行股份有限公司 从文档中抽取结构化知识的方法、装置、设备及介质
CN118051598A (zh) * 2024-03-04 2024-05-17 北京百度网讯科技有限公司 药品知识问答方法、装置、电子设备及存储介质
JP7798275B1 (ja) * 2025-02-26 2026-01-14 株式会社ラーニングプロセス 資料作成のための支援装置、プログラム、記録媒体、及び方法

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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

Also Published As

Publication number Publication date
WO2023069401A1 (en) 2023-04-27
US20240419908A1 (en) 2024-12-19
JP2024539670A (ja) 2024-10-29
CA3235967A1 (en) 2023-04-27
MX2024004791A (es) 2024-05-09
EP4420040A1 (en) 2024-08-28

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