Výsledky vyhledávání - "Gabriel Marzinotto"

Unsupervised and weakly supervised approaches for answer selection tasks with scarce annotations

Autor: Gabriel Marzinotto, Frank Meyer, Fabrice Clérot, Francesca Galassi, Delphine Charlet, Emmanuel Vallée

Publikováno v: Open Computer Science, Vol 9, Iss 1, Pp 136-144 (2019)

Addressing Answer Selection (AS) tasks with complex neural networks typically requires a large amount of annotated data to increase the accuracy of the models. In this work, we are interested in simple models that can potentially give good performanc

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b32b88be7cc6ddda576f7a8e4f0d97e6
https://doi.org/10.1515/comp-2019-0008

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SpanAlign: Efficient Sequence Tagging Annotation Projection into Translated Data applied to Cross-Lingual Opinion Mining

Autor: Léo Jacqmin, Gabriel Marzinotto, Justyna Gromada, Ewelina Szczekocka, Robert Kołodyński, Géraldine Damnati

Publikováno v: Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021).

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::c0c75941f72ebb6acaaf2055a33ad160
https://doi.org/10.18653/v1/2021.wnut-1.27

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Adapting a FrameNet Semantic Parser for Spoken Language Understanding Using Adversarial Learning

Autor: Gabriel Marzinotto, Géraldine Damnati, Frédéric Béchet

Publikováno v: Interspeech 2019
Interspeech 2019, Sep 2019, Graz, Austria. pp.799-803, ⟨10.21437/Interspeech.2019-2732⟩
INTERSPEECH

International audience; This paper presents a new semantic frame parsing model, based on Berkeley FrameNet, adapted to process spoken documents in order to perform information extraction from broadcast contents. Building upon previous work that had s

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::33ab3c852285e2a826439012cce08ff6
http://arxiv.org/abs/1910.02734

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How to Deal with Scarce Annotations in Answer Selection

Autor: Frank Meyer, Delphine Charlet, Fabrice Clérot, Emmanuel Vallée, Gabriel Marzinotto

Publikováno v: SIGIR

Addressing Question Answering (QA) tasks with complex neural networks typically requires a large amount of annotated data to achieve a satisfactory accuracy of the models. In this work, we are interested in simple models that can potentially give goo

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::5fc742568735a1e13059e44322a4a8f1
https://doi.org/10.1145/3331184.3331291

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MaskParse@Deskin at SemEval-2019 Task 1: Cross-lingual UCCA Semantic Parsing using Recursive Masked Sequence Tagging

Autor: Gabriel Marzinotto, Géraldine Damnati, Johannes Heinecke

Publikováno v: Proceedings of the Thirteenth International Workshop on Semantic Evaluation
Proceedings of the Thirteenth International Workshop on Semantic Evaluation, Jun 2019, Minneapolis, United States
SemEval@NAACL-HLT

International audience; This paper describes our recursive system for SemEval-2019 \textit{ Task 1: Cross-lingual Semantic Parsing with UCCA}. Each recursive step consists of two parts. We first perform semantic parsing using a sequence tagger to est

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::045e3500c0ea2f069b981b678b142688
https://hal.science/hal-02298429/document

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Robust Semantic Parsing with Adversarial Learning for Domain Generalization

Autor: Gabriel Marzinotto, Géraldine Damnati, Frédéric Béchet, Benoit Favre

Publikováno v: Proceedings of the 2019 Conference of the North
Proceedings of the 2019 Conference of the North, Jun 2019, Minneapolis-Minnesota, France. pp.166-173, ⟨10.18653/v1/N19-2021⟩
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics, Jun 2019, Minneapolis-Minnesota, France. pp.166-173, ⟨10.18653/v1/N19-2021⟩
NAACL-HLT (2)

This paper addresses the issue of generalization for Semantic Parsing in an adversarial framework. Building models that are more robust to inter-document variability is crucial for the integration of Semantic Parsing technologies in real applications

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::64812bbfeb701e28d0c49dd74d36092a
https://hal.archives-ouvertes.fr/hal-02298402/document

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Autor: Anne-Sophie Rigaud, Victoria Cristancho-Lacroix, Mounim A. El-Yacoubi, José C. Rosales, Hélène Kerhervé, Sonia Garcia-Salicetti, Gabriel Marzinotto, Christian Kahindo

Publikováno v: Computational and Mathematical Methods in Medicine
Computational and Mathematical Methods in Medicine, Hindawi Publishing Corporation, 2016, 2016, pp.3246595-1-3246595-15. ⟨10.1155/2016/3246595⟩
Computational and Mathematical Methods in Medicine, Hindawi Publishing Corporation, 2016, 2016, pp.3246595-1-3246595-15. 〈10.1155/2016/3246595〉
Computational and Mathematical Methods in Medicine, Vol 2016 (2016)

Characterizing age from handwriting (HW) has important applications, as it is key to distinguishing normal HW evolution with age from abnormal HW change, potentially triggered by neurodegenerative decline. We propose, in this work, an original approa

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::335ac4974ab139c74ab3440a8240ec0f
https://hal.archives-ouvertes.fr/hal-01426637

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Age characterization from online handwriting

Autor: José C. Rosales, Sonia Garcia-Salicetti, Mounim A. El-Yacoubi, Gabriel Marzinotto

Publikováno v: Proceedings MINDCARE 2015 : 5th EAI International Symposium on Pervasive Computing Paradigms for Mental Health
MINDCARE 2015 : 5th EAI International Symposium on Pervasive Computing Paradigms for Mental Health
MINDCARE 2015 : 5th EAI International Symposium on Pervasive Computing Paradigms for Mental Health, Sep 2015, Milan, Italy. pp.176-185, ⟨10.1007/978-3-319-32270-4_18⟩
Communications in Computer and Information Science ISBN: 9783319322698
MindCare

International audience; Age characterization from handwriting (HW) has important applications as it may allow distinguishing normal HW evolution due to age from ab-normal HW change, potentially related to a cognitive decline. We propose, in this work

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c2d2b1fbc7c99a538b63426a8b3be296
https://hal.archives-ouvertes.fr/hal-01300459

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Age and Gender Characterization Through a Two Layer Clustering of Online Handwriting

Autor: Gabriel Marzinotto, Sonia Garcia-Salicetti, Mounim A. El-Yacoubi, José C. Rosales

Publikováno v: Advanced Concepts for Intelligent Vision Systems ISBN: 9783319259024
ACIVS
Proceedings ACIVS 2015 : 16th International Conference on Advanced Concepts for Intelligent Vision Systems
ACIVS 2015 : 16th International Conference on Advanced Concepts for Intelligent Vision Systems
ACIVS 2015 : 16th International Conference on Advanced Concepts for Intelligent Vision Systems, Oct 2015, Catania, Italy. pp.428-439, ⟨10.1007/978-3-319-25903-1_37⟩

International audience; Age characterization through handwriting is an important research field with several potential applications. It can, for instance, characterize normal aging process on one hand and detect significant handwriting degradation po

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9beb4efbd462e1bea7486a5b405019f1
https://doi.org/10.1007/978-3-319-25903-1_37

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Uncovering major age-related handwriting changes by unsupervised learning

Autor: Gabriel Marzinotto, José Carlos Rosales Nunez, Mounim A. El Yacoubi, Sonia Garcia-Salicetti, Christian Kahindo Senge Muvingi, Hélène Kerhervé, Victoria Cristancho-Lacroix, Anne-Sophie Rigaud Monnet

Publikováno v: HAL
Proceedings COGNITIVE 2016 : 8th International Conference on Advanced Cognitive Technologies and Applications
COGNITIVE 2016 : 8th International Conference on Advanced Cognitive Technologies and Applications
COGNITIVE 2016 : 8th International Conference on Advanced Cognitive Technologies and Applications, Mar 2016, Rome, Italy. pp.48-54
COGNITIVE 2016 : 8th International Conference on Advanced Cognitive Technologies and Applications, Mar 2016, Rome, Italy. IARIA, Proceedings COGNITIVE 2016 : 8th International Conference on Advanced Cognitive Technologies and Applications, pp.48-54, 2016

International audience; Understanding how handwriting (HW) style evolves as people get older may be key for assessing the health status of elder people. It can help, for instance, distinguishing HW change due to a normal aging process from change tri

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::fd04c8187f42d9ff1c9762a3cab92a5e
https://hal.archives-ouvertes.fr/hal-01426892

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