1 code implementation • LREC 2022 • Rositsa Ivanova, Marieke van Erp, Sabrina Kirrane
To better understand the different NER benchmark datasets for the domain of English literature and their impact on the evaluation of NER tools, we analyse two existing annotated datasets and create two additional gold standard datasets.
no code implementations • 30 Oct 2023 • Luis-Daniel Ibáñez, John Domingue, Sabrina Kirrane, Oshani Seneviratne, Aisling Third, Maria-Esther Vidal
How can AI be made accountable for its decision-making?
no code implementations • 12 Feb 2021 • Sabrina Kirrane
In order to better understand the existing technological opportunities and challenges, in this paper we examine the status quo in terms of intelligent software web agents, guided by research with respect to requirements and architectural components, coming from the agents community.
1 code implementation • 30 Nov 2020 • Jürgen Dieber, Sabrina Kirrane
When it comes to complex machine learning models, commonly referred to as black boxes, understanding the underlying decision making process is crucial for domains such as healthcare and financial services, and also when it is used in connection with safety critical systems such as autonomous vehicles.
2 code implementations • 4 Mar 2020 • Aidan Hogan, Eva Blomqvist, Michael Cochez, Claudia d'Amato, Gerard de Melo, Claudio Gutierrez, José Emilio Labra Gayo, Sabrina Kirrane, Sebastian Neumaier, Axel Polleres, Roberto Navigli, Axel-Cyrille Ngonga Ngomo, Sabbir M. Rashid, Anisa Rula, Lukas Schmelzeisen, Juan Sequeda, Steffen Staab, Antoine Zimmermann
In this paper we provide a comprehensive introduction to knowledge graphs, which have recently garnered significant attention from both industry and academia in scenarios that require exploiting diverse, dynamic, large-scale collections of data.
no code implementations • 26 Jan 2020 • Sabrina Kirrane, Javier D. Fernández, Piero Bonatti, Uros Milosevic, Axel Polleres, Rigo Wenning
The European General Data Protection Regulation (GDPR) brings new challenges for companies who must ensure they have an appropriate legal basis for processing personal data and must provide transparency with respect to personal data processing and sharing within and between organisations.
no code implementations • 24 Jan 2020 • Piero A. Bonatti, Sabrina Kirrane, Iliana M. Petrova, Luigi Sauro
The European General Data Protection Regulation (GDPR) calls for technical and organizational measures to support its implementation.
no code implementations • LREC 2012 • Georgeta Bordea, Sabrina Kirrane, Paul Buitelaar, Bianca Pereira
Enterprise content analysis and platform configuration for enterprise content management is often carried out by external consultants that are not necessarily domain experts.