Search Results for author: Sabrina Kirrane

Found 8 papers, 3 papers with code

Comparing Annotated Datasets for Named Entity Recognition in English Literature

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.

named-entity-recognition Named Entity Recognition +1

Intelligent Software Web Agents: A Gap Analysis

no code implementations12 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.

Cloud Computing Data Integration

Why model why? Assessing the strengths and limitations of LIME

1 code implementation30 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.

Autonomous Vehicles BIG-bench Machine Learning +3

Knowledge Graphs

2 code implementations4 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.

Knowledge Graphs

The SPECIAL-K Personal Data Processing Transparency and Compliance Platform

no code implementations26 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.

Machine Understandable Policies and GDPR Compliance Checking

no code implementations24 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.

Expertise Mining for Enterprise Content Management

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.

Information Retrieval Management +2

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