1 code implementation • 1 Mar 2024 • Nathan Gavenski, Michael Luck, Odinaldo Rodrigues
Imitation learning field requires expert data to train agents in a task.
no code implementations • 25 Oct 2023 • Madeleine Waller, Odinaldo Rodrigues, Oana Cocarascu
As algorithmic decision-making systems become more prevalent in society, ensuring the fairness of these systems is becoming increasingly important.
no code implementations • 31 May 2023 • Madeleine Waller, Odinaldo Rodrigues, Oana Cocarascu
Bias mitigation methods for binary classification decision-making systems have been widely researched due to the ever-growing importance of designing fair machine learning processes that are impartial and do not discriminate against individuals or groups based on protected personal characteristics.
no code implementations • 26 Oct 2022 • Gabriel Amaral, Odinaldo Rodrigues, Elena Simperl
Knowledge Graphs are repositories of information that gather data from a multitude of domains and sources in the form of semantic triples, serving as a source of structured data for various crucial applications in the modern web landscape, from Wikipedia infoboxes to search engines.
no code implementations • 17 Jun 2022 • Gabriel Amaral, Mārcis Pinnis, Inguna Skadiņa, Odinaldo Rodrigues, Elena Simperl
However, such labels are not guaranteed to match across languages from an information consistency standpoint, greatly compromising their usefulness for fields such as machine translation.
1 code implementation • 5 May 2022 • Gabriel Amaral, Odinaldo Rodrigues, Elena Simperl
Data verbalisation is a task of great importance in the current field of natural language processing, as there is great benefit in the transformation of our abundant structured and semi-structured data into human-readable formats.
no code implementations • 20 Sep 2021 • Gabriel Amaral, Alessandro Piscopo, Lucie-Aimée Kaffee, Odinaldo Rodrigues, Elena Simperl
Wikidata is one of the most important sources of structured data on the web, built by a worldwide community of volunteers.
no code implementations • 25 Aug 2016 • Anthony P. Young, Sanjay Modgil, Odinaldo Rodrigues
We express Brewka's prioritised default logic (PDL) as argumentation using ASPIC+.
no code implementations • 26 Jun 2015 • Anthony P. Young, Sanjay Modgil, Odinaldo Rodrigues
We endow prioritised default logic (PDL) with argumentation semantics using the ASPIC+ framework for structured argumentation, and prove that the conclusions of the justified arguments are exactly the prioritised default extensions.