Enrico Liscio

Value Preferences Estimation and Disambiguation in Hybrid Participatory Systems

2024 · arXiv (Cornell University)

Understanding citizens' values in participatory systems is crucial for citizen-centric policy-making. We envision a hybrid participatory system where participants make choices and provide motivations for those choices, and AI agents estimate their value preferences by …

Will Annotators Disagree? Identifying Subjectivity in Value-Laden Arguments

2025 · arXiv (Cornell University)

Aggregating multiple annotations into a single ground truth label may hide valuable insights into annotator disagreement, particularly in tasks where subjectivity plays a crucial role. In this work, we explore methods for identifying subjectivity in …