Search Results for author: Orestis Papakyriakopoulos

Found 8 papers, 4 papers with code

Position: Measure Dataset Diversity, Don't Just Claim It

no code implementations11 Jul 2024 Dora Zhao, Jerone T. A. Andrews, Orestis Papakyriakopoulos, Alice Xiang

Machine learning (ML) datasets, often perceived as neutral, inherently encapsulate abstract and disputed social constructs.

Diversity Position

Considerations for Ethical Speech Recognition Datasets

no code implementations3 May 2023 Orestis Papakyriakopoulos, Alice Xiang

In this talk, we use automatic speech recognition as a case study and examine the properties that ethical speech datasets should possess towards responsible AI applications.

Automatic Speech Recognition Diversity +2

Upvotes? Downvotes? No Votes? Understanding the relationship between reaction mechanisms and political discourse on Reddit

1 code implementation19 Feb 2023 Orestis Papakyriakopoulos, Severin Engelmann, Amy Winecoff

This study investigates the relationship between social media reaction mechanisms (i. e., upvotes, downvotes) and political rhetoric in user discussions by engaging in an in-depth conceptual analysis of political discourse theory.

Ethical Considerations for Responsible Data Curation

1 code implementation NeurIPS 2023 Jerone T. A. Andrews, Dora Zhao, William Thong, Apostolos Modas, Orestis Papakyriakopoulos, Alice Xiang

Human-centric computer vision (HCCV) data curation practices often neglect privacy and bias concerns, leading to dataset retractions and unfair models.

Diversity Fairness

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