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DEBACER: a method for slicing moderated debates
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In: Anais do XVIII Encontro Nacional de Inteligência Artificial e Computacional ; https://hal.telecom-paris.fr/hal-03527450 ; Anais do XVIII Encontro Nacional de Inteligência Artificial e Computacional, Nov 2021, São Paulo, Brazil. pp.667-678, ⟨10.5753/eniac.2021.18293⟩ (2021)
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Exploiting augmented intelligence in the modeling of safety-critical autonomous systems
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In: ISSN: 0934-5043 ; EISSN: 1433-299X ; Formal Aspects of Computing ; https://hal.archives-ouvertes.fr/hal-03411215 ; Formal Aspects of Computing, Springer Verlag, 2021, 33 (3), pp.343-384. ⟨10.1007/s00165-021-00543-6⟩ ; https://link.springer.com/article/10.1007%2Fs00165-021-00543-6 (2021)
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Abstract:
International audience ; Machine learning (ML) is used increasingly in safety-critical systems to provide more complex autonomy to make the system to do decisions by itself in uncertain environments. Using ML to learn system features is fundamentally different from manually implementing them in conventional components written in source code. In this paper, we make a first step towards exploring the architecture modeling of safety-critical autonomous systems which are composed of conventional components and ML components, based on natural language requirements. Firstly, augmented intelligence for restricted natural language requirement modeling is proposed. In that, several AI technologies such as natural language processing and clustering are used to recommend candidate terms to the glossary, as well as machine learning is used to predict the category of requirements. The glossary including data dictionary and domain glossary and the category of requirements will be used in the restricted natural language requirement specification method RNLReq, which is equipped with a set of restriction rules and templates to structure and restrict the way how users document requirements. Secondly, automatic generation of SysML architecture models from the RNLReq requirement specifications is presented. Thirdly, the prototype tool is implemented based on Papyrus. Finally, it presents the evaluation of the proposed approach using an industrial autonomous guidance, navigation and control case study.
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Keyword:
[INFO.INFO-SE]Computer Science [cs]/Software Engineering [cs.SE]; Augmented intelligence; Natural language processing; Restricted natural language requirements; Safety-critical autonomous system
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URL: https://hal.archives-ouvertes.fr/hal-03411215/document
https://doi.org/10.1007/s00165-021-00543-6
https://hal.archives-ouvertes.fr/hal-03411215
https://hal.archives-ouvertes.fr/hal-03411215/file/Exploiting_Augmented_Intelligence_in_the_Modeling_of_Safety_Critical_Autonomous_Systems.pdf
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| 3 |
Lessons Learned from the Usability Evaluation of a Simulated Patient Dialogue System
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In: ISSN: 0148-5598 ; EISSN: 1573-689X ; Journal of Medical Systems ; https://hal.archives-ouvertes.fr/hal-03452553 ; Journal of Medical Systems, Springer Verlag (Germany), 2021, 45 (7), ⟨10.1007/s10916-021-01737-4⟩ (2021)
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| 4 |
Easy-to-use combination of POS and BERT model for domain-specific and misspelled terms
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In: NL4IA Workshop Proceedings ; https://hal.archives-ouvertes.fr/hal-03474696 ; NL4IA Workshop Proceedings, Nov 2021, Milan, Italy (2021)
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| 5 |
Medieval manuscripts from digitization to historical analysis
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In: On the way to the future of Digital Manuscript Studies ; https://hal.archives-ouvertes.fr/hal-03503308 ; On the way to the future of Digital Manuscript Studies, Radboud University, Oct 2021, Nijmegen, Netherlands ; https://www.ru.nl/rich/news-events/events/redactionele/online-workshop-on-the-way-to-the-future-digital/ (2021)
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| 6 |
Investigating the impact of preprocessing on document embedding: an empirical comparison
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In: ISSN: 1759-1163 ; EISSN: 1759-1171 ; International Journal of Data Mining, Modelling and Management ; https://hal.inrae.fr/hal-03574696 ; International Journal of Data Mining, Modelling and Management, Inderscience, 2021, 13 (4), pp.351-363 (2021)
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| 7 |
Explorations of language and communication in autism spectrum disorder: studies of under-researched and under-served populations
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| 9 |
Modeling and Analyzing Users' Privacy Disclosure Behavior to Generate Personalized Privacy Policies
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In: Boise State University Theses and Dissertations (2021)
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| 10 |
A clinical trials corpus annotated with UMLS entities to enhance the access to evidence-based medicine
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| 11 |
DESIGNING TO SUPPORT SENSEMAKING IN CROSS-LINGUAL COMPUTER-MEDIATED COMMUNICATION USING NLP TECHNIQUES
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| 12 |
An Approach Utilizing Linguistic Features for Fake News Detection
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In: IFIP Advances in Information and Communication Technology ; 17th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI) ; https://hal.inria.fr/hal-03287679 ; 17th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI), Jun 2021, Hersonissos, Crete, Greece. pp.646-658, ⟨10.1007/978-3-030-79150-6_51⟩ (2021)
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| 13 |
Impact of textual data augmentation on linguistic pattern extraction to improve the idiomaticity of extractive summaries
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In: Lecture Notes in Computer Science ; https://hal.archives-ouvertes.fr/hal-03271380 ; Matteo Golfarelli; Robert Wrembel. Lecture Notes in Computer Science, Springer, In press, Lecture Notes in Computer Science (2021)
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| 14 |
About Neural Networks and Writing Definitions
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In: ISSN: 2160-5076 ; Dictionaries: Journal of the Dictionary Society of North America Dictionary Society of North America ; https://hal.archives-ouvertes.fr/hal-03547452 ; Dictionaries: Journal of the Dictionary Society of North America Dictionary Society of North America, 2021, 42 (2), ⟨10.1353/dic.2021.0022⟩ (2021)
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| 15 |
The Mapping of Deep Language Models on Brain Responses Primarily Depends on their Performance
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In: https://hal.archives-ouvertes.fr/hal-03361439 ; 2021 (2021)
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| 16 |
Convertir le Trésor de la Langue Française en Ontolex-Lemon : un zeste de données liées
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In: Journées LIFT 2021 - Linguistique informatique, formelle et de terrain ; https://hal.inria.fr/hal-03463294 ; Journées LIFT 2021 - Linguistique informatique, formelle et de terrain, Dec 2021, Grenoble, France (2021)
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| 17 |
From the Formal Definition of Concept to the Linguistic Definition of Term ; De la définition formelle du concept à la définition en langue du terme
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In: ISSN: 2299-7164 ; EISSN: 2353-3218 ; Academic Journal of Modern Philology ; https://hal.archives-ouvertes.fr/hal-03549751 ; Academic Journal of Modern Philology, Uniwersytet Wroctawski, 2021, ⟨10.34616/ajmp.2021.13⟩ (2021)
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| 18 |
Inferring case paradigms with computational classifiers
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In: ISSN: 1351-3249 ; EISSN: 1469-8110 ; Natural Language Engineering ; https://halshs.archives-ouvertes.fr/halshs-03095796 ; Natural Language Engineering, Cambridge University Press (CUP), In press (2021)
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| 19 |
Towards a More Natural Controlled Language in Future Airbus Cockpits. A Psycho-linguistic Evaluation.
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In: Seventh International Workshop on Controlled Natural Language (CNL 2020/21). ; https://halshs.archives-ouvertes.fr/halshs-03344282 ; Seventh International Workshop on Controlled Natural Language (CNL 2020/21)., Sep 2021, Amsterdam, Netherlands (2021)
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| 20 |
Platforms of Palaeolithic knappers reveal complex linguistic abilities
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In: https://hal.inrae.fr/hal-03185884 ; 2021 (2021)
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