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Publications

Conference

Flaccavento, Alessandra; Peskine, Youri; Papotti, Paolo; Torlone, Riccardo; Troncy, Raphaël

Automated detection of tropes in short texts

COLING 2025, 31st International Conference on Computational Linguistics, 19-24 January 2025, Abu Dhabi, UAE
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Journal

Jiménez-Sánchez, Amelia; Avlona, Natalia-Rozalia; de Boer, Sarah; Campello, Víctor M.; Feragen, Aasa; Ferrante, Enzo; Ganz, Melanie; Gichoya, Judy Wawira; González, Camila; Groefsema, Steff; Hering, Alessa; Hulman, Adam; Joskowicz, Leo; Juodelyte, Dovile; Kandemir, Melih; Kooi, Thijs; del Pozo Lérida, Jorge; Li, Livie Yumeng; Pacheco, Andre; Rädsch, Tim; Reyes, Mauricio; Sourget, Théo; van Ginneken, Bram; Wen, David; Weng, Nina; Junchi Xu, Jack; Dariusz Zajac, Hubert; Zuluaga, Maria A.; Cheplygina, Veronika

In the picture: Medical imaging datasets, artifacts, and their living review

Submitted to ArXiV, 18 January 2025
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ARXIV
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Conference

Huang, Bingchao; Yin, Chuantao; Wang, Chao; Chen, Hui; Chai, Yanmei; Ouyang, Yuanxin

Video-based recognition of online learning behaviors using attention mechanisms

TALE 2024, IEEE International Conference on Teaching, Assessment and Learning for Engineering, 9-12 December 2024, Bengaluru, India
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Journal

Mitsuzawa, Kensuke; Grossi, Margherita; Bortoli, Stefano; Kanagawa, Motonobu

Variable selection for comparing high-dimensional time-series data

Submitted to ArXiV, 9 December 2024
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ARXIV
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Talk

Zuluaga, Maria A

Building trustworthiness through robustness

WIM 2024, Women in MICCAI, 2nd invited talk in the WiM “Health Equity in the AI Era” Webinar Series 2024, 9 December 2024, Online event
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Thesis

Bussotti, Jean-Flavien

Computational fact-checking and disinformation detection

Thesis
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Thesis

Mitsuzawa, Kensuke

Comparing high-dimension data: Interpretable two-sample testing by variable eslection

Thesis
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Book

Lorenzi, Marco; Zuluaga, Maria A

Introduction to trustworthy AI for medical imaging: Lecture plan

Book chapter 1 in "Trustworthy AI in medical imaging, December 2024
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Book

Lorenzi, Marco; Zuluaga, Maria A

Trustworthy AI in medical imaging

December 2024, Elsevier, ISBN: 9780443237614; Editors: Lorenzi, Marco; Zuluaga, Maria A.
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Conference

Bonino, Giulia; Sanmartino, Gabriele; Gatti Pinheiro, Giovanni; Papotti, Paolo; Troncy, Raphaël; Michiardi, Pietro

EULER: Fine Tuning a Large Language Model for Socratic Interactions

AIxEDU 2024, 2nd International Workshop on Artificial Intelligence Systems in Education, 25-28 November 2024, Bolzano, Italy
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Conference

Plu, Julien; Moreno Escobar, Oscar; Trouillez, Edouard; Gapin, Axelle; Troncy, Raphaël

Création semi-automatisée d’ontologies chez LettrIA

SEMWEBPRO 2024, Journées de présentations et de rencontres dédiées au web sémantique dans le monde professionnel, 21 Novembre 2024, Paris, France
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Journal

Besta, Maciej; Gerstenberger, Robert; Iff, Patrick; Sonawane, Pournima; Gómez Luna, Juan; Kanakagiri, Raghavendra; Min, Rui; Kwasniewski, Grzegorz; Mutlu, Onur; Hoefler, Torsten; Appuswamy, Raja; Mahony, Aidan O

Hardware acceleration for knowledge graph processing: Challenges and recent developments

Submitted to ArXiV, 19 November 2024
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ARXIV
BIBTEX

Conference

Corallo, Giulio; Papotti, Paolo

FINCH: Prompt-guided key-value cache compression for large language models

EMNLP 2024, Conference on Empirical Methods in Natural Language Processing, 12-16 November 2024, Miami, Florida, USA / Also published in Transactions of the Association for Computational Linguistics, Vol.12, 2024

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Journal

Chatterjee, Soumick; Mattern, Hendrik; Dörner, Marc; Sciarra, Alessandro; Dubost, Florian; Schnurre, Hannes; et al.

SMILE-UHURA Challenge - Small vessel segmentation at mesoscopic scale from ultra-high resolution 7T magnetic resonance angiograms

Submitted to ArXiV, 14 November 2024
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ARXIV
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Talk

Kanagawa, Motonobu

Comparing scale parameter estimators for Gaussian process regression: Cross validation and maximum likelihood

62nd Statistical Machine Learning Seminar, 14 November 2024, Tokyo, Japan
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ARXIV
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Journal

Corallo, Giulio; Papotti, Paolo

Finch: Prompt-guided key-value cache compression

EMNLP 2024, Conference on Empirical Methods in Natural Language Processing, 12-16 November 2024, Miami, Florida, USA / Also in TACL (Transactions of the Association for Computational Linguistics), Vol.12, 2024
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Conference

Bussotti, Jean-Flavien; Ragazzi, Luca; Frisoni, Giacomo; Moro, Gianluca; Papotti, Paolo

Unknown claims: Generation of fact-checking training examples from unstructured and structured data

EMNLP 2024, Conference on Empirical Methods in Natural Language Processing, 12-16 November 2024, Miami, FL, USA
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Conference

Ondraszek, Sarah Rebecca; Sartini, Bruno; van Erp, Marieke; Poltronieri, Andrea; Lisena, Pasquale; Sack, Harald

One pattern to express them all? Towards Generalised Patterns for Ontology Design in the Digital Humanities

WOP 2024, 15th Workshop on Ontology Design and Patterns, colocated with the 23rd International Semantic Web Conference (ISWC 2024), 11 November 2024, Baltimore, USA
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Conference

Rebboud, Youssra; Lisena, Pasquale; Tailhardat, Lionel; Troncy, Raphaël

Benchmarking LLM-based ontology conceptualization: A proposal

ISWC 2024, 23rd International Semantic Web Conference, 11-15 November 2024, Baltimore, USA
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Conference

Plu, Julien; Moreno Escobar, Oscar; Trouillez, Edouard; Gapin, Axelle; Troncy, Raphaël

A comprehensive benchmark for evaluating LLM-generated ontologies

ISWC 2024, 23rd International Semantic Web Conference, 11-15 November 2024, Baltimore, USA
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