Search Results for author: Enrico Liscio

Found 5 papers, 3 papers with code

Cross-Domain Classification of Moral Values

1 code implementation Findings (NAACL) 2022 Enrico Liscio, Alin Dondera, Andrei Geadau, Catholijn Jonker, Pradeep Murukannaiah

However, domain-specific moral rhetoric poses challenges for transferring knowledge from one domain to another. We provide the first extensive investigation on the effects of cross-domain classification of moral values from text.

Classification domain classification

Annotator-Centric Active Learning for Subjective NLP Tasks

1 code implementation24 Apr 2024 Michiel van der Meer, Neele Falk, Pradeep K. Murukannaiah, Enrico Liscio

Active Learning (AL) addresses the high costs of collecting human annotations by strategically annotating the most informative samples.

Active Learning Diversity

A Hybrid Intelligence Method for Argument Mining

no code implementations11 Mar 2024 Michiel van der Meer, Enrico Liscio, Catholijn M. Jonker, Aske Plaat, Piek Vossen, Pradeep K. Murukannaiah

We find that, on the one hand, HyEnA achieves higher coverage and precision than a state-of-the-art automated method when compared to a common set of diverse opinions, justifying the need for human insight.

Argument Mining

Value Preferences Estimation and Disambiguation in Hybrid Participatory Systems

no code implementations26 Feb 2024 Enrico Liscio, Luciano C. Siebert, Catholijn M. Jonker, Pradeep K. Murukannaiah

We focus on situations where a conflict is detected between participants' choices and motivations, and propose methods for estimating value preferences while addressing detected inconsistencies by interacting with the participants.

Active Learning

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