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41
Solving analogies on words based on minimal complexity transformation
In: International Joint Conference on Artificial Intelligence (IJCAI-2020) ; https://hal.telecom-paris.fr/hal-02867163 ; International Joint Conference on Artificial Intelligence (IJCAI-2020), Jan 2021, Kyoto, Japan. pp.1848-1854 ; https://www.ijcai20.org/ (2021)
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42
What Can Text Mining Tell Us About Lithium‐Ion Battery Researchers’ Habits?
In: EISSN: 2566-6223 ; Batteries & Supercaps ; https://hal.sorbonne-universite.fr/hal-03163309 ; Batteries & Supercaps, Wiley, 2021, ⟨10.1002/batt.202000288⟩ (2021)
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43
SARS-CoV-2 diagnosis using medical imaging techniques and artificial intelligence: A review
In: ISSN: 0899-7071 ; Clinical Imaging ; https://hal.archives-ouvertes.fr/hal-03178494 ; Clinical Imaging, Elsevier, 2021, 76, pp.6-14. ⟨10.1016/j.clinimag.2021.01.019⟩ (2021)
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44
The 2011 Tohoku Tsunami from the Sky: A Review on the Evolution of Artificial Intelligence Methods for Damage Assessment
In: ISSN: 2076-3263 ; Geosciences ; https://hal.archives-ouvertes.fr/hal-03168500 ; Geosciences, MDPI, 2021, ⟨10.3390/geosciences11030133⟩ (2021)
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45
Language as a Cognitive Tool: Dall-E, Humans and Vygotskian RL Agents
In: https://hal.archives-ouvertes.fr/hal-03159786 ; 2021 (2021)
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46
Why, What and How to help each Citizen to Understand Artificial Intelligence?
In: EISSN: 0933-1875 ; KI - Künstliche Intelligenz ; https://hal.inria.fr/hal-03024034 ; KI - Künstliche Intelligenz, Springer Nature, 2021, pp.1610-1987 (2021)
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47
Rank Aggregation by Dissatisfaction Minimisation in the Unavailable Candidate Model
In: Proceedings of AAMAS 2021 ; 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021) ; https://hal.sorbonne-universite.fr/hal-03142810 ; 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021), International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), May 2021, Online, United Kingdom. pp.1518-1520, ⟨10.5555/3463952.3464145⟩ (2021)
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48
Cartolabe: A Web-Based Scalable Visualization of Large Document Collections
In: ISSN: 0272-1716 ; IEEE Computer Graphics and Applications ; https://hal.inria.fr/hal-02499006 ; IEEE Computer Graphics and Applications, Institute of Electrical and Electronics Engineers, 2021, 41 (2), pp.76--88. ⟨10.1109/MCG.2020.3033401⟩ (2021)
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49
From reduced artificial intelligence to semiotic engineering ; From reduced artificial intelligence to semiotic engineering: a new project for artificial intelligence
In: https://hal.archives-ouvertes.fr/hal-03450318 ; 2021 (2021)
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50
Improving Learners’ Assessment and Evaluation in Crisis Management Serious Games: an Emotion-based Educational Data Mining Approach
In: ISSN: 1875-9521 ; Entertainment Computing ; https://hal.archives-ouvertes.fr/hal-03203938 ; Entertainment Computing, Elsevier, 2021, pp.100428. ⟨10.1016/j.entcom.2021.100428⟩ (2021)
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51
A Neural Approach for Detecting Morphological Analogies
In: The 8th IEEE International Conference on Data Science and Advanced Analytics (DSAA) ; https://hal.inria.fr/hal-03313556 ; The 8th IEEE International Conference on Data Science and Advanced Analytics (DSAA), Oct 2021, Porto/Online, Portugal (2021)
Abstract: International audience ; Analogical proportions are statements of the form "A is to B as C is to D" that are used for several reasoning and classification tasks in artificial intelligence and natural language processing (NLP). For instance, there are analogy based approaches to semantics as well as to morphology. In fact, symbolic approaches were developed to solve or to detect analogies between character strings, e.g., the axiomatic approach as well as that based on Kolmogorov complexity. In this paper, we propose a deep learning approach to detect morphological analogies, for instance, with reinflexion or conjugation. We present empirical results that show that our framework is competitive with the above-mentioned state of the art symbolic approaches. We also explore empirically its transferability capacity across languages, which highlights interesting similarities between them.
Keyword: [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]; [INFO]Computer Science [cs]; analogy classification; deep learning; morphological analogy; semantic analogy
URL: https://hal.inria.fr/hal-03313556
https://hal.inria.fr/hal-03313556/document
https://hal.inria.fr/hal-03313556/file/DSAA2021___NN_for_Morhological_Analogy_Classification___IEEE_Conference_Template.pdf
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52
End-to-end speaker segmentation for overlap-aware resegmentation
In: Interspeech 2021 ; https://hal-univ-lemans.archives-ouvertes.fr/hal-03257524 ; Interspeech 2021, Aug 2021, Brno, Czech Republic ; https://www.interspeech2021.org/ (2021)
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53
Combining Bayesian and AI approaches for Autonomous Driving
In: IROS 2021 - IEEE/RSJ International Conference on Intelligent Robots and Systems - Workshop "Perception and Navigation for Autonomous Robotics in Unstructured and Dynamic Environments" ; https://hal.inria.fr/hal-03518232 ; IROS 2021 - IEEE/RSJ International Conference on Intelligent Robots and Systems - Workshop "Perception and Navigation for Autonomous Robotics in Unstructured and Dynamic Environments", Sep 2021, Prague, Czech Republic (2021)
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54
DEBACER: a method for slicing moderated debates
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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55
Metamorphic Thinking in Cartesian Systemic Emergence
In: proc. of ICONS 2021 -The Sixteenth International Conference on Systems (ISBN: 978-1-61208-838-9) ; ICONS 2021 ; https://hal.archives-ouvertes.fr/hal-03321417 ; ICONS 2021, IARIA, Apr 2021, Porto, Portugal. pp.33-38 ; https://www.iaria.org/conferences2021/ICONS21.html (2021)
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56
ASTERYX : A model-Agnostic SaT-basEd appRoach for sYmbolic and score-based eXplanations
In: CIKM '21: The 30th ACM International Conference on Information and Knowledge Management ; https://hal.archives-ouvertes.fr/hal-03614106 ; CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Nov 2021, Virtual Event Queensland Australia, Australia. pp.120-129, ⟨10.1145/3459637.3482321⟩ ; https://www.cikm2021.org/ (2021)
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57
High-resolution speaker counting in reverberant rooms using CRNN with Ambisonics features
In: EUSIPCO 2020 - 28th European Signal Processing Conference (EUSIPCO) ; https://hal.archives-ouvertes.fr/hal-03537323 ; EUSIPCO 2020 - 28th European Signal Processing Conference (EUSIPCO), Jan 2021, Amsterdam, Netherlands. pp.71-75, ⟨10.23919/Eusipco47968.2020.9287637⟩ (2021)
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58
Tackling Morphological Analogies Using Deep Learning -- Extended Version
In: https://hal.inria.fr/hal-03425776 ; 2021 (2021)
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59
Curiosity-driven exploration: Diversity of mechanisms and functions
In: https://hal.inria.fr/hal-03447896 ; 2021 (2021)
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60
Formalizing Problem Solving in Computational Thinking : an Ontology approach
In: IEEE ICDL 2021 – International Conference on Development and Learning 2021 ; https://hal.inria.fr/hal-03324136 ; IEEE ICDL 2021 – International Conference on Development and Learning 2021, Aug 2021, Beijing, China (2021)
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