30 citations
- Fabien L. Gandon2 profiles7 · h 36
- Franck Michel3 profiles7 · h 15
- A. Breier3 · h 12
- A. Dorne3 · h 5
- Á. Koszorús3 profiles3 · h 13
- Andrew I. Comport3 · h 1
- Antoine Schnepf3 · h 3
- B. van den Borne2 profiles3 · h 0
- Catherine Faron-Zucker2 profiles3 · h 3
- Célian Ringwald3 · h 3
- D. Hanstorp3 · h 5
- Flavian Vasile3 · h 14
- Laboratoire d'Informatique, Signaux et Systèmes de Sophia AntipolisFR18 papers
- Centre National de la Recherche ScientifiqueFR13 papers
- Université Côte d'AzurFR10 papers
- Institut de Biologie ValroseFR9 papers
- Criteo (France)FR3 papers
- European Organization for Nuclear ResearchCH3 papers
- Institut national de l’information géographique et forestièreFR3 papers
- Institut national de recherche en sciences et technologies du numériqueFR3 papers
- Johannes Gutenberg University MainzDE3 papers
- KU LeuvenBE3 papers
- Laboratoire de Physique des 2 Infinis Irène Joliot-CurieFR3 papers
- Massachusetts Institute of TechnologyUS3 papers
32 papers
On the Impact of the Communication Model on Realisability
Cinzia Di Giusto, Etienne Lozes, Pascal Urso
Multiparty Session Types (MPST) provide a type-theoretic foundation for specifying and verifying communication protocols in distributed systems. MPST rely on the notion of global t…
A systematic review of relation extraction task since the emergence of Transformers
Ringwald Celian, Gandon, Fabien +3
This article presents a systematic review of relation extraction (RE) research since the advent of Transformer-based models. Using an automated framework to collect and annotate pu…
Overcoming the Generalization Limits of SLM Finetuning for Shape-Based Extraction of Datatype and Object Properties
Célian Ringwald, Fabien Gandon, Catherine Faron +2
Small language models (SLMs) have shown promises for relation extraction (RE) when extracting RDF triples guided by SHACL shapes focused on common datatype properties. This paper i…
Kastor: Fine-tuned Small Language Models for Shape-based Active Relation Extraction
Ringwald Celian, Gandon Fabien, Faron Catherine +2
RDF pattern-based extraction is a compelling approach for fine-tuning small language models (SLMs) by focusing a relation extraction task on a specified SHACL shape. This technique…
No Such Thing as Free Brain Time: For a Pigouvian Tax on Attention Capture
Hamza Belgroun, Franck Michel, Fabien Gandon
In our age of digital platforms, human attention has become a scarce and highly valuable resource, rivalrous, tradable, and increasingly subject to market dynamics. This article ex…
MetaboT: An LLM-based Multi-Agent Frameworkfor Interactive Analysis of Mass SpectrometryMetabolomics Knowledge Graphs
Madina Bekbergenova, Lucas Pradi, Benjamin Navet +15
Mass spectrometry-based metabolomics generates complex, high-dimensional data that holds vast potential for biological discovery but remains difficult to integrate and interpret. K…