| 2025 | AIES | A Critical Look at a Critical Care Dataset: MIMIC-IV's Construction, Contents, & Consequences. | Pinar Barlas |
| 2024 | AIES | Data Cleaning, Discard Studies, and Discretionary Power. | Pinar Barlas |
| 2022 | CIKM | How Does the Crowd Impact the Model? A Tool for Raising Awareness of Social Bias in Crowdsourced Training Data. | Periklis Perikleous, Andreas Kafkalias, Zenonas Theodosiou, Pinar Barlas, Evgenia Christoforou, Jahna Otterbacher, Gianluca Demartini, Andreas Lanitis |
| 2022 | ICWSM | Shifting Our Awareness, Taking Back Tags: Temporal Changes in Computer Vision Services' Social Behaviors. | Pinar Barlas, Maximilian Krahn, Styliani Kleanthous, Kyriakos Kyriakou, Jahna Otterbacher |
| 2021 | AIES | Person, Human, Neither: The Dehumanization Potential of Automated Image Tagging. | Pinar Barlas, Kyriakos Kyriakou, Styliani Kleanthous, Jahna Otterbacher |
| 2021 | CHI | It's About Time: A View of Crowdsourced Data Before and During the Pandemic. | Evgenia Christoforou, Pinar Barlas, Jahna Otterbacher |
| 2020 | IUI | Bursting the Bubble: Tool for Awareness and Research about Overpersonalization in Information Access Systems. | Antrea Chrysanthou, Pinar Barlas, Kyriakos Kyriakou, Styliani Kleanthous, Jahna Otterbacher |
| 2019 | CHI | Patching Gender: Non-binary Utopias in HCI. | Katta Spiel, Os Keyes, Pinar Barlas |
| 2019 | CHI | Queer(ing) HCI: Moving Forward in Theory and Practice. | Katta Spiel, Os Keyes, Ashley Marie Walker, Michael A. DeVito, Jeremy P. Birnholtz, Emeline Brul, Ann Light, Pinar Barlas, Jean Hardy, Alex A. Ahmed, Jennifer A. Rode, Jed R. Brubaker, Gopinaath Kannabiran |
| 2019 | HCOMP | How Do We Talk about Other People? Group (Un)Fairness in Natural Language Image Descriptions. | Jahna Otterbacher, Pinar Barlas, Styliani Kleanthous, Kyriakos Kyriakou |
| 2019 | ICWSM | Social B(eye)as: Human and Machine Descriptions of People Images. | Pinar Barlas, Kyriakos Kyriakou, Styliani Kleanthous, Jahna Otterbacher |
| 2019 | ICWSM | Fairness in Proprietary Image Tagging Algorithms: A Cross-Platform Audit on People Images. | Kyriakos Kyriakou, Pinar Barlas, Styliani Kleanthous, Jahna Otterbacher |