Software and datasets

OWBO

Ontologies are formal conceptual models of a domain, which can be used to structure, understand and provide meaning to data. Existing ontology editors enable users to write…

Mathieu D’Aquin

WebNLG

Baselines and evaluations scripts for the WebNLG+ Challenge.

Navigating the semantic web

The idea of the semantic web is make knowledge accessible, explorable and interpretable directly through web technologies. RDF (Resource Description Framework) is the base…

Nicolas Lasolle

delta ML

deltaML is a simple library to help using the approach of learning from differences in machine learning. The idea of learning from differences originates from case-based…

Mathieu D’Aquin

RDF editing

RDF graphs (knowledge graphs) being made for machines, they are generally not only processed by machines, they are also, most of the time, generated by machines. Manually…

Nicolas Lasolle

Analogy and Neural Networks (ANNa)

Our primary mission centers around advancing the comprehension of textual morphological analogies. This means that we are committed to enhancing our understanding of how…

Esteban Marquer

FaIrness through eXplanations and feature dropOut (FIXOUT)

FixOut addresses fairness issues of ML models based on decision outcomes, and shows how the simple idea of “feature dropout” followed by an “ensemble approach” can improve…

Miguel Couceiro

OLKi

Federated learning

Bringing research papers, datasets and peer reviews to a larger network of federated social platforms, with no vendor lock-in and on a platform you can host and control.

Christophe Cerisara