WO2014035407A1 - Procédé et appareil de génération d'expression de référence - Google Patents

Procédé et appareil de génération d'expression de référence Download PDF

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Publication number
WO2014035407A1
WO2014035407A1 PCT/US2012/053183 US2012053183W WO2014035407A1 WO 2014035407 A1 WO2014035407 A1 WO 2014035407A1 US 2012053183 W US2012053183 W US 2012053183W WO 2014035407 A1 WO2014035407 A1 WO 2014035407A1
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WO
WIPO (PCT)
Prior art keywords
hierarchy
referent
ancestor
salient
entity
Prior art date
Application number
PCT/US2012/053183
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English (en)
Inventor
Ehud B. REITER
Original Assignee
Data2Text Limited
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 Data2Text Limited filed Critical Data2Text Limited
Priority to PCT/US2012/053183 priority Critical patent/WO2014035407A1/fr
Publication of WO2014035407A1 publication Critical patent/WO2014035407A1/fr
Priority to US14/634,119 priority patent/US9355093B2/en
Priority to US15/093,337 priority patent/US20160328381A1/en

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Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/40Processing or translation of natural language
    • G06F40/55Rule-based translation
    • G06F40/56Natural language generation

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  • 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)

Abstract

La présente invention concerne des procédés, des appareils et des produits-programmes d'ordinateur qui sont configurés pour générer des expressions de référence. Certains modes de réalisation donnés à titre d'exemple concernent un procédé qui comprend une identification d'un référent prévu qui doit être référencé dans une sortie textuelle. Le procédé de ce mode de réalisation peut également comprendre la détermination du fait qu'un ancêtre principal du référent prévu est plus bas dans une partie de hiérarchie qu'un ancêtre commun le plus bas. Le procédé de ce mode de réalisation peut également faire en sorte que l'ancêtre principal soit défini en tant que référent cible courant et qu'un nouvel ancêtre principal soit déterminé pour le référent cible courant. Dans certains modes de réalisation donnés à titre d'exemple, le descripteur par défaut de chaque référent cible courant est ajouté au syntagme nominal de référence et la partie de hiérarchie est traversée par des liens d'ancêtre principal jusqu'à ce que le nouvel ancêtre principal du référent cible courant soit supérieur ou égal à l'ancêtre commun le plus bas.
PCT/US2012/053183 2012-08-30 2012-08-30 Procédé et appareil de génération d'expression de référence WO2014035407A1 (fr)

Priority Applications (3)

Application Number Priority Date Filing Date Title
PCT/US2012/053183 WO2014035407A1 (fr) 2012-08-30 2012-08-30 Procédé et appareil de génération d'expression de référence
US14/634,119 US9355093B2 (en) 2012-08-30 2015-02-27 Method and apparatus for referring expression generation
US15/093,337 US20160328381A1 (en) 2012-08-30 2016-04-07 Method and apparatus for referring expression generation

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/US2012/053183 WO2014035407A1 (fr) 2012-08-30 2012-08-30 Procédé et appareil de génération d'expression de référence

Related Child Applications (1)

Application Number Title Priority Date Filing Date
US14/634,119 Continuation US9355093B2 (en) 2012-08-30 2015-02-27 Method and apparatus for referring expression generation

Publications (1)

Publication Number Publication Date
WO2014035407A1 true WO2014035407A1 (fr) 2014-03-06

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ID=46852379

Family Applications (1)

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PCT/US2012/053183 WO2014035407A1 (fr) 2012-08-30 2012-08-30 Procédé et appareil de génération d'expression de référence

Country Status (1)

Country Link
WO (1) WO2014035407A1 (fr)

Cited By (25)

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US20150067477A1 (en) * 2013-08-27 2015-03-05 Paper Software LLC Cross-references within a hierarchically structured document
US9619457B1 (en) 2014-06-06 2017-04-11 Google Inc. Techniques for automatically identifying salient entities in documents
US9697492B1 (en) 2011-01-07 2017-07-04 Narrative Science Inc. Automatic generation of narratives from data using communication goals and narrative analytics
US9697197B1 (en) 2011-01-07 2017-07-04 Narrative Science Inc. Automatic generation of narratives from data using communication goals and narrative analytics
US10572606B1 (en) 2017-02-17 2020-02-25 Narrative Science Inc. Applied artificial intelligence technology for runtime computation of story outlines to support natural language generation (NLG)
US10699079B1 (en) 2017-02-17 2020-06-30 Narrative Science Inc. Applied artificial intelligence technology for narrative generation based on analysis communication goals
US10706236B1 (en) 2018-06-28 2020-07-07 Narrative Science Inc. Applied artificial intelligence technology for using natural language processing and concept expression templates to train a natural language generation system
US10747823B1 (en) 2014-10-22 2020-08-18 Narrative Science Inc. Interactive and conversational data exploration
US10755046B1 (en) 2018-02-19 2020-08-25 Narrative Science Inc. Applied artificial intelligence technology for conversational inferencing
US10853583B1 (en) 2016-08-31 2020-12-01 Narrative Science Inc. Applied artificial intelligence technology for selective control over narrative generation from visualizations of data
US10943069B1 (en) 2017-02-17 2021-03-09 Narrative Science Inc. Applied artificial intelligence technology for narrative generation based on a conditional outcome framework
US10963649B1 (en) 2018-01-17 2021-03-30 Narrative Science Inc. Applied artificial intelligence technology for narrative generation using an invocable analysis service and configuration-driven analytics
US10990767B1 (en) 2019-01-28 2021-04-27 Narrative Science Inc. Applied artificial intelligence technology for adaptive natural language understanding
US11042709B1 (en) 2018-01-02 2021-06-22 Narrative Science Inc. Context saliency-based deictic parser for natural language processing
US11068661B1 (en) 2017-02-17 2021-07-20 Narrative Science Inc. Applied artificial intelligence technology for narrative generation based on smart attributes
US11170038B1 (en) 2015-11-02 2021-11-09 Narrative Science Inc. Applied artificial intelligence technology for using narrative analytics to automatically generate narratives from multiple visualizations
US11222184B1 (en) 2015-11-02 2022-01-11 Narrative Science Inc. Applied artificial intelligence technology for using narrative analytics to automatically generate narratives from bar charts
US11232268B1 (en) 2015-11-02 2022-01-25 Narrative Science Inc. Applied artificial intelligence technology for using narrative analytics to automatically generate narratives from line charts
US11238090B1 (en) 2015-11-02 2022-02-01 Narrative Science Inc. Applied artificial intelligence technology for using narrative analytics to automatically generate narratives from visualization data
US11288328B2 (en) 2014-10-22 2022-03-29 Narrative Science Inc. Interactive and conversational data exploration
US11561684B1 (en) 2013-03-15 2023-01-24 Narrative Science Inc. Method and system for configuring automatic generation of narratives from data
US11568148B1 (en) 2017-02-17 2023-01-31 Narrative Science Inc. Applied artificial intelligence technology for narrative generation based on explanation communication goals
US11922344B2 (en) 2014-10-22 2024-03-05 Narrative Science Llc Automatic generation of narratives from data using communication goals and narrative analytics
US11954445B2 (en) 2017-02-17 2024-04-09 Narrative Science Llc Applied artificial intelligence technology for narrative generation based on explanation communication goals
US11983503B2 (en) 2023-01-10 2024-05-14 Salesforce, Inc. Applied artificial intelligence technology for narrative generation based on a conditional outcome framework

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
EHUD REITER; ROBERT DALE: "Building Natural Language Generation Systems", 2000, CAMBRIDGE UNIVERSITY PRESS
The technical aspects identified in the present application (Art. 15 PCT) are considered part of common general knowledge. Due to their notoriety, no documentary evidence is found to be required. For further details see the accompanying Opinion and the reference below. *

Cited By (54)

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US10755042B2 (en) 2011-01-07 2020-08-25 Narrative Science Inc. Automatic generation of narratives from data using communication goals and narrative analytics
US11501220B2 (en) 2011-01-07 2022-11-15 Narrative Science Inc. Automatic generation of narratives from data using communication goals and narrative analytics
US9697492B1 (en) 2011-01-07 2017-07-04 Narrative Science Inc. Automatic generation of narratives from data using communication goals and narrative analytics
US9697197B1 (en) 2011-01-07 2017-07-04 Narrative Science Inc. Automatic generation of narratives from data using communication goals and narrative analytics
US9720899B1 (en) 2011-01-07 2017-08-01 Narrative Science, Inc. Automatic generation of narratives from data using communication goals and narrative analytics
US9977773B1 (en) 2011-01-07 2018-05-22 Narrative Science Inc. Automatic generation of narratives from data using communication goals and narrative analytics
US11561684B1 (en) 2013-03-15 2023-01-24 Narrative Science Inc. Method and system for configuring automatic generation of narratives from data
US11921985B2 (en) 2013-03-15 2024-03-05 Narrative Science Llc Method and system for configuring automatic generation of narratives from data
US10762276B2 (en) * 2013-08-27 2020-09-01 Paper Software LLC Cross-references within a hierarchically structured document
US20150067477A1 (en) * 2013-08-27 2015-03-05 Paper Software LLC Cross-references within a hierarchically structured document
US9619457B1 (en) 2014-06-06 2017-04-11 Google Inc. Techniques for automatically identifying salient entities in documents
US11475076B2 (en) 2014-10-22 2022-10-18 Narrative Science Inc. Interactive and conversational data exploration
US10747823B1 (en) 2014-10-22 2020-08-18 Narrative Science Inc. Interactive and conversational data exploration
US11922344B2 (en) 2014-10-22 2024-03-05 Narrative Science Llc Automatic generation of narratives from data using communication goals and narrative analytics
US11288328B2 (en) 2014-10-22 2022-03-29 Narrative Science Inc. Interactive and conversational data exploration
US11170038B1 (en) 2015-11-02 2021-11-09 Narrative Science Inc. Applied artificial intelligence technology for using narrative analytics to automatically generate narratives from multiple visualizations
US11232268B1 (en) 2015-11-02 2022-01-25 Narrative Science Inc. Applied artificial intelligence technology for using narrative analytics to automatically generate narratives from line charts
US11238090B1 (en) 2015-11-02 2022-02-01 Narrative Science Inc. Applied artificial intelligence technology for using narrative analytics to automatically generate narratives from visualization data
US11188588B1 (en) 2015-11-02 2021-11-30 Narrative Science Inc. Applied artificial intelligence technology for using narrative analytics to interactively generate narratives from visualization data
US11222184B1 (en) 2015-11-02 2022-01-11 Narrative Science Inc. Applied artificial intelligence technology for using narrative analytics to automatically generate narratives from bar charts
US11144838B1 (en) 2016-08-31 2021-10-12 Narrative Science Inc. Applied artificial intelligence technology for evaluating drivers of data presented in visualizations
US10853583B1 (en) 2016-08-31 2020-12-01 Narrative Science Inc. Applied artificial intelligence technology for selective control over narrative generation from visualizations of data
US11341338B1 (en) 2016-08-31 2022-05-24 Narrative Science Inc. Applied artificial intelligence technology for interactively using narrative analytics to focus and control visualizations of data
US10755053B1 (en) 2017-02-17 2020-08-25 Narrative Science Inc. Applied artificial intelligence technology for story outline formation using composable communication goals to support natural language generation (NLG)
US10572606B1 (en) 2017-02-17 2020-02-25 Narrative Science Inc. Applied artificial intelligence technology for runtime computation of story outlines to support natural language generation (NLG)
US11562146B2 (en) 2017-02-17 2023-01-24 Narrative Science Inc. Applied artificial intelligence technology for narrative generation based on a conditional outcome framework
US11568148B1 (en) 2017-02-17 2023-01-31 Narrative Science Inc. Applied artificial intelligence technology for narrative generation based on explanation communication goals
US10585983B1 (en) 2017-02-17 2020-03-10 Narrative Science Inc. Applied artificial intelligence technology for determining and mapping data requirements for narrative stories to support natural language generation (NLG) using composable communication goals
US11068661B1 (en) 2017-02-17 2021-07-20 Narrative Science Inc. Applied artificial intelligence technology for narrative generation based on smart attributes
US10943069B1 (en) 2017-02-17 2021-03-09 Narrative Science Inc. Applied artificial intelligence technology for narrative generation based on a conditional outcome framework
US10762304B1 (en) 2017-02-17 2020-09-01 Narrative Science Applied artificial intelligence technology for performing natural language generation (NLG) using composable communication goals and ontologies to generate narrative stories
US11954445B2 (en) 2017-02-17 2024-04-09 Narrative Science Llc Applied artificial intelligence technology for narrative generation based on explanation communication goals
US10699079B1 (en) 2017-02-17 2020-06-30 Narrative Science Inc. Applied artificial intelligence technology for narrative generation based on analysis communication goals
US10719542B1 (en) 2017-02-17 2020-07-21 Narrative Science Inc. Applied artificial intelligence technology for ontology building to support natural language generation (NLG) using composable communication goals
US10713442B1 (en) 2017-02-17 2020-07-14 Narrative Science Inc. Applied artificial intelligence technology for interactive story editing to support natural language generation (NLG)
US11042708B1 (en) 2018-01-02 2021-06-22 Narrative Science Inc. Context saliency-based deictic parser for natural language generation
US11042709B1 (en) 2018-01-02 2021-06-22 Narrative Science Inc. Context saliency-based deictic parser for natural language processing
US11816438B2 (en) 2018-01-02 2023-11-14 Narrative Science Inc. Context saliency-based deictic parser for natural language processing
US10963649B1 (en) 2018-01-17 2021-03-30 Narrative Science Inc. Applied artificial intelligence technology for narrative generation using an invocable analysis service and configuration-driven analytics
US11003866B1 (en) 2018-01-17 2021-05-11 Narrative Science Inc. Applied artificial intelligence technology for narrative generation using an invocable analysis service and data re-organization
US11023689B1 (en) 2018-01-17 2021-06-01 Narrative Science Inc. Applied artificial intelligence technology for narrative generation using an invocable analysis service with analysis libraries
US11561986B1 (en) 2018-01-17 2023-01-24 Narrative Science Inc. Applied artificial intelligence technology for narrative generation using an invocable analysis service
US11816435B1 (en) 2018-02-19 2023-11-14 Narrative Science Inc. Applied artificial intelligence technology for contextualizing words to a knowledge base using natural language processing
US11030408B1 (en) 2018-02-19 2021-06-08 Narrative Science Inc. Applied artificial intelligence technology for conversational inferencing using named entity reduction
US11126798B1 (en) 2018-02-19 2021-09-21 Narrative Science Inc. Applied artificial intelligence technology for conversational inferencing and interactive natural language generation
US11182556B1 (en) 2018-02-19 2021-11-23 Narrative Science Inc. Applied artificial intelligence technology for building a knowledge base using natural language processing
US10755046B1 (en) 2018-02-19 2020-08-25 Narrative Science Inc. Applied artificial intelligence technology for conversational inferencing
US11042713B1 (en) 2018-06-28 2021-06-22 Narrative Scienc Inc. Applied artificial intelligence technology for using natural language processing to train a natural language generation system
US11334726B1 (en) 2018-06-28 2022-05-17 Narrative Science Inc. Applied artificial intelligence technology for using natural language processing to train a natural language generation system with respect to date and number textual features
US11232270B1 (en) 2018-06-28 2022-01-25 Narrative Science Inc. Applied artificial intelligence technology for using natural language processing to train a natural language generation system with respect to numeric style features
US10706236B1 (en) 2018-06-28 2020-07-07 Narrative Science Inc. Applied artificial intelligence technology for using natural language processing and concept expression templates to train a natural language generation system
US11341330B1 (en) 2019-01-28 2022-05-24 Narrative Science Inc. Applied artificial intelligence technology for adaptive natural language understanding with term discovery
US10990767B1 (en) 2019-01-28 2021-04-27 Narrative Science Inc. Applied artificial intelligence technology for adaptive natural language understanding
US11983503B2 (en) 2023-01-10 2024-05-14 Salesforce, Inc. Applied artificial intelligence technology for narrative generation based on a conditional outcome framework

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