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FAccT 2024: Rio de Janeiro, Brazil
- The 2024 ACM Conference on Fairness, Accountability, and Transparency, FAccT 2024, Rio de Janeiro, Brazil, June 3-6, 2024. ACM 2024
Archival Papers
- Benjamin Frész
, Lena Lörcher
, Marco Huber
:
Classification Metrics for Image Explanations: Towards Building Reliable XAI-Evaluations. 1-19 - Miriam Rateike
, Isabel Valera
, Patrick Forré
:
Designing Long-term Group Fair Policies in Dynamical Systems. 20-50 - Jack Blandin
, Ian A. Kash
:
Learning Fairness from Demonstrations via Inverse Reinforcement Learning. 51-61 - Jessie Finocchiaro
:
Using Property Elicitation to Understand the Impacts of Fairness Regularizers. 62-73 - Daniel James Bogiatzis-Gibbons
:
Beyond Individual Accountability: (Re-)Asserting Democratic Control of AI. 74-84 - Sasha Luccioni
, Yacine Jernite
, Emma Strubell
:
Power Hungry Processing: Watts Driving the Cost of AI Deployment? 85-99 - Lauren F. Klein
, Catherine D'Ignazio
:
Data Feminism for AI. 100-112 - Tim Räz
:
Reliability Gaps Between Groups in COMPAS Dataset. 113-126 - Mélanie Gornet
, Simon Delarue
, Maria Boritchev
, Tiphaine Viard
:
Mapping AI ethics: a meso-scale analysis of its charters and manifestos. 127-140 - Hellina Hailu Nigatu
, Inioluwa Deborah Raji
:
"I Searched for a Religious Song in Amharic and Got Sexual Content Instead'': Investigating Online Harm in Low-Resourced Languages on YouTube. 141-160 - Jiaming Qu
, Jaime Arguello
, Yue Wang
:
Why is "Problems" Predictive of Positive Sentiment? A Case Study of Explaining Unintuitive Features in Sentiment Classification. 161-172 - Kimon Kieslich
, Marco Lünich
:
Regulating AI-Based Remote Biometric Identification. Investigating the Public Demand for Bans, Audits, and Public Database Registrations. 173-185 - Trystan S. Goetze
:
AI Art is Theft: Labour, Extraction, and Exploitation: Or, On the Dangers of Stochastic Pollocks. 186-196 - Shomik Jain
, Vinith M. Suriyakumar
, Kathleen Creel
, Ashia Wilson
:
Algorithmic Pluralism: A Structural Approach To Equal Opportunity. 197-206 - Anna Gausen
, Bhaskar Mitra
, Siân Lindley
:
A Framework for Exploring the Consequences of AI-Mediated Enterprise Knowledge Access and Identifying Risks to Workers. 207-220 - Ziyang Guo
, Yifan Wu
, Jason D. Hartline
, Jessica Hullman
:
A Decision Theoretic Framework for Measuring AI Reliance. 221-236 - Sofia Jaime
, Christoph Kern
:
Ethnic Classifications in Algorithmic Fairness: Concepts, Measures and Implications in Practice. 237-253 - Jasmine Fledderjohann
, Bran Knowles
, Esmorie Miller
:
Algorithmic Reproductive Justice. 254-266 - Gisela Reyes-Cruz
, Peter J. Craigon
, Anna-Maria Piskopani
, Liz Dowthwaite
, Yang Lu
, Justyna Lisinska
, Elnaz Shafipour
, Sebastian Stein
, Joel E. Fischer
:
"Like rearranging deck chairs on the Titanic"? Feasibility, Fairness, and Ethical Concerns of a Citizen Carbon Budget for Reducing CO2 Emissions. 267-278 - Guilherme Dean Pelegrina
, Miguel Couceiro
, Leonardo Tomazeli Duarte
:
A preprocessing Shapley value-based approach to detect relevant and disparity prone features in machine learning. 279-289 - Therese Moreau
, Roberta Sinatra
, Vedran Sekara
:
Failing Our Youngest: On the Biases, Pitfalls, and Risks in a Decision Support Algorithm Used for Child Protection. 290-300 - Samuel Mayworm
, Kendra Albert
, Oliver L. Haimson
:
Misgendered During Moderation: How Transgender Bodies Make Visible Cisnormative Content Moderation Policies and Enforcement in a Meta Oversight Board Case. 301-312 - Christine Herlihy
, Kimberly Truong
, Alexandra Chouldechova
, Miroslav Dudík
:
A structured regression approach for evaluating model performance across intersectional subgroups. 313-325 - Hibby Thach
, Samuel Mayworm
, Michaelanne Thomas
, Oliver L. Haimson
:
Trans-centered moderation: Trans technology creators and centering transness in platform and community governance: Trans-centered moderation. 326-336 - Nari Johnson
, Sanika Moharana
, Christina N. Harrington
, Nazanin Andalibi
, Hoda Heidari
, Motahhare Eslami
:
The Fall of an Algorithm: Characterizing the Dynamics Toward Abandonment. 337-358 - Wiebke Hutiri
, Orestis Papakyriakopoulos
, Alice Xiang
:
Not My Voice! A Taxonomy of Ethical and Safety Harms of Speech Generators. 359-376 - Talia B. Gillis
, Vitaly Meursault
, Berk Ustun
:
Operationalizing the Search for Less Discriminatory Alternatives in Fair Lending. 377-387 - Jessica Quaye
, Alicia Parrish
, Oana Inel
, Charvi Rastogi
, Hannah Rose Kirk
, Minsuk Kahng
, Erin Van Liemt
, Max Bartolo
, Jess Tsang
, Justin White
, Nathan Clement
, Rafael Mosquera
, Juan Ciro
, Vijay Janapa Reddi
, Lora Aroyo
:
Adversarial Nibbler: An Open Red-Teaming Method for Identifying Diverse Harms in Text-to-Image Generation. 388-406 - Christian Fröhlich
, Robert C. Williamson
:
Insights From Insurance for Fair Machine Learning. 407-421 - Nataliya Nedzhvetskaya
, J. S. Tan:
No Simple Fix: How AI Harms Reflect Power and Jurisdiction in the Workplace. 422-432 - Brooke Perreault
, Johanna Hoonsun Lee
, Ropafadzo Shava
, Eni Mustafaraj
:
Algorithmic Misjudgement in Google Search Results: Evidence from Auditing the US Online Electoral Information Environment. 433-443 - Ramya Srinivasan
:
To See or Not to See: Understanding the Tensions of Algorithmic Curation for Visual Arts. 444-455 - Morgan Klaus Scheuerman
:
In the Walled Garden: Challenges and Opportunities for Research on the Practices of the AI Tech Industry. 456-466 - Francesco Paolo Nerini
, Paolo Bajardi
, André Panisson
:
Value is in the Eye of the Beholder: A Framework for an Equitable Graph Data Evaluation. 467-479 - Sarah Riley
:
Overriding (in)justice: pretrial risk assessment administration on the frontlines. 480-488 - Mike Laszkiewicz
, Imant Daunhawer
, Julia E. Vogt
, Asja Fischer
, Johannes Lederer
:
Benchmarking the Fairness of Image Upsampling Methods. 489-517 - Min-Hsuan Yeh
, Blossom Metevier
, Austin Hoag
, Philip S. Thomas
:
Analyzing the Relationship Between Difference and Ratio-Based Fairness Metrics. 518-528 - Ira Globus-Harris
, Declan Harrison
, Michael Kearns
, Pietro Perona
, Aaron Roth
:
Diversified Ensembling: An Experiment in Crowdsourced Machine Learning. 529-545 - Saumya Pareek
, Eduardo Velloso
, Jorge Gonçalves
:
Trust Development and Repair in AI-Assisted Decision-Making during Complementary Expertise. 546-561 - Gábor Bella
, Paula Helm
, Gertraud Koch
, Fausto Giunchiglia
:
Tackling Language Modelling Bias in Support of Linguistic Diversity. 562-572 - Sanne Vrijenhoek
, Savvina Daniil
, Jorden Sandel
, Laura Hollink
:
Diversity of What? On the Different Conceptualizations of Diversity in Recommender Systems. 573-584 - Melissa Hall
, Samuel J. Bell
, Candace Ross
, Adina Williams
, Michal Drozdzal
, Adriana Romero-Soriano
:
Towards Geographic Inclusion in the Evaluation of Text-to-Image Models. 585-601 - Emily Black
, Talia Gillis
, Zara Yasmine Hall
:
D-hacking. 602-615 - Seamus Somerstep
, Yaacov Ritov
, Yuekai Sun
:
Algorithmic Fairness in Performative Policy Learning: Escaping the Impossibility of Group Fairness. 616-630 - Leah Ajmani
, Logan Stapleton
, Mo Houtti
, Stevie Chancellor
:
Data Agency Theory: A Precise Theory of Justice for AI Applications. 631-641 - Jan Simson
, Alessandro Fabris
, Christoph Kern
:
Lazy Data Practices Harm Fairness Research. 642-659 - Yaaseen Mahomed
, Charlie M. Crawford
, Sanjana Gautam
, Sorelle A. Friedler
, Danaë Metaxa
:
Auditing GPT's Content Moderation Guardrails: Can ChatGPT Write Your Favorite TV Show? 660-686 - Kate S. Glazko
, Yusuf Mohammed
, Ben Kosa
, Venkatesh Potluri
, Jennifer Mankoff
:
Identifying and Improving Disability Bias in GPT-Based Resume Screening. 687-700 - Laurens Naudts
:
The Digital Faces of Oppression and Domination: A Relational and Egalitarian Perspective on the Data-driven Society and its Regulation. 701-712 - Ningjing Tang
, Jiayin Zhi
, Tzu-Sheng Kuo
, Calla Kainaroi
, Jeremy J. Northup
, Kenneth Holstein
, Haiyi Zhu
, Hoda Heidari
, Hong Shen
:
AI Failure Cards: Understanding and Supporting Grassroots Efforts to Mitigate AI Failures in Homeless Services. 713-732 - Dimitri Staufer
, Frank Pallas
, Bettina Berendt
:
Silencing the Risk, Not the Whistle: A Semi-automated Text Sanitization Tool for Mitigating the Risk of Whistleblower Re-Identification. 733-745 - Raysa M. Benatti
, Fabiana C. Severi
, Sandra Avila
, Esther Luna Colombini
:
Gender Bias Detection in Court Decisions: A Brazilian Case Study. 746-763 - Elizabeth Anne Watkins
, Jiahao Chen
:
The four-fifths rule is not disparate impact: A woeful tale of epistemic trespassing in algorithmic fairness. 764-775 - Andrés Domínguez Hernández
, Shyam Krishna
, Antonella Maia Perini
, Michael A. Katell
, SJ Bennett
, Ann Borda
, Youmna Hashem
, Semeli Hadjiloizou
, Sabeehah Mahomed
, Smera Jayadeva
, Mhairi Aitken
, David Leslie
:
Mapping the individual, social and biospheric impacts of Foundation Models. 776-796 - Hansa Srinivasan
, Candice Schumann
, Aradhana Sinha
, David Madras
, Gbolahan Oluwafemi Olanubi
, Alex Beutel
, Susanna Ricco
, Jilin Chen
:
Generalized People Diversity: Learning a Human Perception-Aligned Diversity Representation for People Images. 797-821 - Sunnie S. Y. Kim
, Q. Vera Liao
, Mihaela Vorvoreanu
, Stephanie Ballard
, Jennifer Wortman Vaughan
:
"I'm Not Sure, But...": Examining the Impact of Large Language Models' Uncertainty Expression on User Reliance and Trust. 822-835 - Juan Pablo Rivera
, Gabriel Mukobi
, Anka Reuel
, Max Lamparth
, Chandler Smith
, Jacquelyn Schneider
:
Escalation Risks from Language Models in Military and Diplomatic Decision-Making. 836-898 - Aisha Sobey
, Laura Carter
:
The Harmful Fetishisation of Reductive Personal Tracking Metrics in Digital Systems. 899-908 - Paola Lopez
:
More than the Sum of its Parts: Susceptibility to Algorithmic Disadvantage as a Conceptual Framework. 909-919 - Ezra Awumey
, Sauvik Das
, Jodi Forlizzi
:
A Systematic Review of Biometric Monitoring in the Workplace: Analyzing Socio-technical Harms in Development, Deployment and Use. 920-932 - Jennifer Chien
, David Danks
:
Beyond Behaviorist Representational Harms: A Plan for Measurement and Mitigation. 933-946 - Dana Pessach
, Barbara Poblete
:
Gender Representation Across Online Retail Products. 947-957 - Alan Chan
, Carson Ezell
, Max Kaufmann
, Kevin Wei
, Lewis Hammond
, Herbie Bradley
, Emma Bluemke
, Nitarshan Rajkumar
, David Krueger
, Noam Kolt
, Lennart Heim
, Markus Anderljung
:
Visibility into AI Agents. 958-973 - Jamie Hancock
, Sarada Mahesh
, Jennifer Cobbe
, Jatinder Singh
, Anjali Mazumder
:
The tensions of data sharing for human rights: A modern slavery case study. 974-987 - Jamie Hancock
, Ruoyun Hui
, Jatinder Singh
, Anjali Mazumder
:
Trouble at Sea: Data and digital technology challenges for maritime human rights concerns. 988-1001 - Tianqi Kou
:
From Model Performance to Claim: How a Change of Focus in Machine Learning Replicability Can Help Bridge the Responsibility Gap. 1002-1013 - Aurora Zhang
, Anette Hosoi
:
Structural Interventions and the Dynamics of Inequality. 1014-1030 - Marco Lünich
, Birte Keller
:
Explainable Artificial Intelligence for Academic Performance Prediction. An Experimental Study on the Impact of Accuracy and Simplicity of Decision Trees on Causability and Fairness Perceptions. 1031-1042 - Khotso Selialia
, Yasra Chandio
, Fatima M. Anwar
:
Mitigating Group Bias in Federated Learning for Heterogeneous Devices. 1043-1054 - Eshta Bhardwaj
, Harshit Gujral
, Siyi Wu
, Ciara Zogheib
, Tegan Maharaj
, Christoph Becker
:
Machine learning data practices through a data curation lens: An evaluation framework. 1055-1067 - Takuya Maeda
, Anabel Quan-Haase
:
When Human-AI Interactions Become Parasocial: Agency and Anthropomorphism in Affective Design. 1068-1077 - Khoa Lam
, Benjamin Lange
, Borhane Blili-Hamelin
, Jovana Davidovic
, Shea Brown
, Ali Hasan
:
A Framework for Assurance Audits of Algorithmic Systems. 1078-1092 - Alicia DeVrio
, Motahhare Eslami
, Kenneth Holstein
:
Building, Shifting, & Employing Power: A Taxonomy of Responses From Below to Algorithmic Harm. 1093-1106 - Lara Groves
, Jacob Metcalf
, Alayna Kennedy
, Briana Vecchione
, Andrew Strait
:
Auditing Work: Exploring the New York City algorithmic bias audit regime. 1107-1120 - Rishabh Kaushal
, Jacob van de Kerkhof
, Catalina Goanta
, Gerasimos Spanakis
, Adriana Iamnitchi
:
Automated Transparency: A Legal and Empirical Analysis of the Digital Services Act Transparency Database. 1121-1132 - Kathleen Cachel
, Elke A. Rundensteiner
:
PreFAIR: Combining Partial Preferences for Fair Consensus Decision-making. 1133-1149 - Amina A. Abdu
, Lauren M. Chambers
, Deirdre K. Mulligan
, Abigail Z. Jacobs
:
Algorithmic Transparency and Participation through the Handoff Lens: Lessons Learned from the U.S. Census Bureau's Adoption of Differential Privacy. 1150-1162 - Warren Leu
, Yuta Nakashima
, Noa Garcia
:
Auditing Image-based NSFW Classifiers for Content Filtering. 1163-1173 - Arianna Manzini
, Geoff Keeling
, Nahema Marchal
, Kevin R. McKee
, Verena Rieser
, Iason Gabriel
:
Should Users Trust Advanced AI Assistants? Justified Trust As a Function of Competence and Alignment. 1174-1186 - Darren Erik Vengroff
:
Impact Charts: A Tool for Identifying Systematic Bias in Social Systems and Data. 1187-1198 - Robert Wolfe
, Isaac Slaughter
, Bin Han
, Bingbing Wen
, Yiwei Yang
, Lucas Rosenblatt
, Bernease Herman
, Eva Maxfield Brown
, Zening Qu
, Nic Weber
, Bill Howe
:
Laboratory-Scale AI: Open-Weight Models are Competitive with ChatGPT Even in Low-Resource Settings. 1199-1210 - Mazda Moayeri
, Elham Tabassi
, Soheil Feizi
:
WorldBench: Quantifying Geographic Disparities in LLM Factual Recall. 1211-1228 - Abeba Birhane
, Sepehr Dehdashtian
, Vinay Uday Prabhu, Vishnu Boddeti
:
The Dark Side of Dataset Scaling: Evaluating Racial Classification in Multimodal Models. 1229-1244 - Kerri Prinos
, Neal Patwari
, Cathleen A. Power
:
Speaking of accent: A content analysis of accent misconceptions in ASR research. 1245-1254 - Petros Terzis
, Michael Veale
, Noëlle Gaumann
:
Law and the Emerging Political Economy of Algorithmic Audits. 1255-1267 - Bianca Giulia Sarah Schor
, Emma Kallina
, Jatinder Singh
, Alan F. Blackwell
:
Meaningful Transparency for Clinicians: Operationalising HCXAI Research with Gynaecologists. 1268-1281 - Vishwali Mhasawade
, Alexander D'Amour
, Stephen R. Pfohl
:
A Causal Perspective on Label Bias. 1282-1294 - David Gray Widder
:
Epistemic Power in AI Ethics Labor: Legitimizing Located Complaints. 1295-1304 - Jan Simson
, Florian Pfisterer
, Christoph Kern
:
One Model Many Scores: Using Multiverse Analysis to Prevent Fairness Hacking and Evaluate the Influence of Model Design Decisions. 1305-1320 - Messi H. J. Lee
, Jacob M. Montgomery
, Calvin K. Lai
:
Large Language Models Portray Socially Subordinate Groups as More Homogeneous, Consistent with a Bias Observed in Humans. 1321-1340 - Tim Alpherts
, Sennay Ghebreab
, Yen-Chia Hsu
, Nanne van Noord
:
Perceptive Visual Urban Analytics is Not (Yet) Suitable for Municipalities. 1341-1354 - Nil-Jana Akpinar
, Zachary C. Lipton
, Alexandra Chouldechova
:
The Impact of Differential Feature Under-reporting on Algorithmic Fairness. 1355-1382 - Tasfia Mashiat
, Alex DiChristofano
, Patrick J. Fowler
, Sanmay Das
:
Beyond Eviction Prediction: Leveraging Local Spatiotemporal Public Records to Inform Action. 1383-1394 - Saffron Huang
, Divya Siddarth
, Liane Lovitt
, Thomas I. Liao
, Esin Durmus
, Alex Tamkin
, Deep Ganguli
:
Collective Constitutional AI: Aligning a Language Model with Public Input. 1395-1417 - Joachim Baumann
, Piotr Sapiezynski
, Christoph Heitz
, Aniko Hannak
:
Fairness in Online Ad Delivery. 1418-1432 - Angelie Kraft
, Eloïse Soulier
:
Knowledge-Enhanced Language Models Are Not Bias-Proof: Situated Knowledge and Epistemic Injustice in AI. 1433-1445 - Maria Antoniak
, Aakanksha Naik
, Carla S. Alvarado
, Lucy Lu Wang
, Irene Y. Chen
:
NLP for Maternal Healthcare: Perspectives and Guiding Principles in the Age of LLMs. 1446-1463 - Sean Kinahan
, Pouria Saidi
, Ayoub Daliri
, Julie Liss
, Visar Berisha
:
Achieving Reproducibility in EEG-Based Machine Learning. 1464-1474 - Ruotong Wang
, Ruijia Cheng
, Denae Ford
, Thomas Zimmermann
:
Investigating and Designing for Trust in AI-powered Code Generation Tools. 1475-1493 - Violet Turri
, Katelyn Morrison
, Katherine-Marie Robinson
, Collin Abidi
, Adam Perer
, Jodi Forlizzi
, Rachel Dzombak
:
Transparency in the Wild: Navigating Transparency in a Deployed AI System to Broaden Need-Finding Approaches. 1494-1514 - Carmen Loefflad
, Jens Grossklags
:
How the Types of Consequences in Social Scoring Systems Shape People's Perceptions and Behavioral Reactions. 1515-1530 - Robert Wolfe
, Tanushree Mitra
:
The Impact and Opportunities of Generative AI in Fact-Checking. 1531-1543 - Michael Madaio
, Shivani Kapania
, Rida Qadri
, Ding Wang
, Andrew Zaldivar
, Remi Denton
, Lauren Wilcox
:
Learning about Responsible AI On-The-Job: Learning Pathways, Orientations, and Aspirations. 1544-1558 - Edward Small
, Kacper Sokol
, Daniel Manning
, Flora D. Salim
, Jeffrey Chan
:
Equalised Odds is not Equal Individual Odds: Post-processing for Group and Individual Fairness. 1559-1578 - Luca Deck
, Jakob Schoeffer
, Maria De-Arteaga
, Niklas Kühl
:
A Critical Survey on Fairness Benefits of Explainable AI. 1579-1595 - Marta Ziosi
, Dasha Pruss
:
Evidence of What, for Whom? The Socially Contested Role of Algorithmic Bias in a Predictive Policing Tool. 1596-1608 - Harini Suresh
, Emily Tseng
, Meg Young
, Mary L. Gray
, Emma Pierson
, Karen Levy
:
Participation in the age of foundation models. 1609-1621 - Piotr Mirowski
, Juliette Love
, Kory W. Mathewson
, Shakir Mohamed
:
A Robot Walks into a Bar: Can Language Models Serve as Creativity SupportTools for Comedy? An Evaluation of LLMs' Humour Alignment with Comedians. 1622-1636 - Ali Shirali
, Jessie Finocchiaro
, Rediet Abebe
:
Participatory Objective Design via Preference Elicitation. 1637-1662 - Luke Stark
:
Animation and Artificial Intelligence. 1663-1671 - Allison Koenecke
, Anna Seo Gyeong Choi
, Katelyn X. Mei
, Hilke Schellmann
, Mona Sloane
:
Careless Whisper: Speech-to-Text Hallucination Harms. 1672-1681 - Peter M. VanNostrand
, Dennis M. Hofmann
, Lei Ma
, Elke A. Rundensteiner
:
Actionable Recourse for Automated Decisions: Examining the Effects of Counterfactual Explanation Type and Presentation on Lay User Understanding. 1682-1700 - Lucas Wright
, Roxana Mika Muenster
, Briana Vecchione
, Tianyao Qu
, Pika Senhuang Cai
, Alan Smith
, Jacob Metcalf
, J. Nathan Matias
, et al.:
Null Compliance: NYC Local Law 144 and the challenges of algorithm accountability. 1701-1713 - Emily Sullivan
:
SIDEs: Separating Idealization from Deceptive 'Explanations' in xAI. 1714-1724 - Nathalie DiBerardino
, Clair Baleshta
, Luke Stark
:
Algorithmic Harms and Algorithmic Wrongs. 1725-1732 - Cedric Deslandes Whitney
, Justin Norman
:
Real Risks of Fake Data: Synthetic Data, Diversity-Washing and Consent Circumvention. 1733-1744 - Ayan Majumdar
, Isabel Valera
:
CARMA: A practical framework to generate recommendations for causal algorithmic recourse at scale. 1745-1762 - Arpit Agarwal
, Nicolas Usunier
, Alessandro Lazaric
, Maximilian Nickel
:
System-2 Recommenders: Disentangling Utility and Engagement in Recommendation Systems via Temporal Point-Processes. 1763-1773 - Andreas Liesenfeld
, Mark Dingemanse
:
Rethinking open source generative AI: open washing and the EU AI Act. 1774-1787 - Eunice Chan
, Zhining Liu
, Ruizhong Qiu
, Yuheng Zhang
, Ross Maciejewski
, Hanghang Tong
:
Group Fairness via Group Consensus. 1788-1808 - Caitlin Kearney
, Jiri Hron
, Helen Kosc
, Miri Zilka
:
Beyond Use-Cases: A Participatory Approach to Envisioning Data Science in Law Enforcement. 1809-1826 - Naina Balepur
, Hari Sundaram
:
Intervening to Increase Community Trust for Fair Network Outcomes. 1827-1837 - Gabriel Grill
:
Constructing Capabilities: The Politics of Testing Infrastructures for Generative AI. 1838-1849 - Hilde J. P. Weerts
, Aislinn Kelly-Lyth
, Reuben Binns
, Jeremias Adams-Prassl
:
Unlawful Proxy Discrimination: A Framework for Challenging Inherently Discriminatory Algorithms. 1850-1860 - Grace Guo
, Lifu Deng
, Animesh Tandon
, Alex Endert
, Bum Chul Kwon
:
MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models. 1861-1874 - Will Orr
, Edward B. Kang
:
AI as a Sport: On the Competitive Epistemologies of Benchmarking. 1875-1884 - Cornelia Evers
:
Talking past each other? Navigating discourse on ethical AI: Comparing the discourse on ethical AI policy by Big Tech companies and the European Commission. 1885-1896 - Hongliang Ni
, Lei Han
, Tong Chen
, Shazia W. Sadiq
, Gianluca Demartini
:
Fairness without Sensitive Attributes via Knowledge Sharing. 1897-1906 - Robert Lee Poe
, Soumia Zohra El Mestari
:
The Conflict Between Algorithmic Fairness and Non-Discrimination: An Analysis of Fair Automated Hiring. 1907-1916 - Ruta Binkyte
, Daniele Gorla
, Catuscia Palamidessi
:
BaBE: Enhancing Fairness via Estimation of Explaining Variables. 1917-1925 - Rishav Hada
, Safiya Husain
, Varun Gumma
, Harshita Diddee
, Aditya Yadavalli
, Agrima Seth
, Nidhi Kulkarni
, Ujwal Gadiraju
, Aditya Vashistha
, Vivek Seshadri
, Kalika Bali
:
Akal Badi ya Bias: An Exploratory Study of Gender Bias in Hindi Language Technology. 1926-1939 - Mallak Alkhathlan
, Kathleen Cachel
, Hilson Shrestha
, Lane Harrison
, Elke A. Rundensteiner
:
Balancing Act: Evaluating People's Perceptions of Fair Ranking Metrics. 1940-1970 - Madiha Zahrah Choksi
, Ilan Mandel
, David Gray Widder
, Yan Shvartzshnaider
:
The Emerging Artifacts of Centralized Open-Code. 1971-1983 - Sebastian Zezulka
, Konstantin Genin
:
From the Fair Distribution of Predictions to the Fair Distribution of Social Goods: Evaluating the Impact of Fair Machine Learning on Long-Term Unemployment. 1984-2006 - Aida Mostafazadeh Davani, Mark Díaz
, Dylan K. Baker
, Vinodkumar Prabhakaran
:
Disentangling Perceptions of Offensiveness: Cultural and Moral Correlates. 2007-2021 - Alex Jiahong Lu, Cameron Moy, Mark S. Ackerman, Jeffrey Morenoff, Tawanna R. Dillahunt:
Disentangling Perceptions of Offensiveness: Cultural and Moral Correlates. 2022-2032 - Ravit Dotan
, Lisa S. Parker
, John Radzilowicz
:
Responsible Adoption of Generative AI in Higher Education: Developing a "Points to Consider" Approach Based on Faculty Perspectives. 2033-2046 - Alessandra Calvi
, Gianclaudio Malgieri
, Dimitris Kotzinos
:
The unfair side of Privacy Enhancing Technologies: addressing the trade-offs between PETs and fairness. 2047-2059 - Hilde J. P. Weerts
, Raphaële Xenidis
, Fabien Tarissan
, Henrik Palmer Olsen
, Mykola Pechenizkiy
:
The Neutrality Fallacy: When Algorithmic Fairness Interventions are (Not) Positive Action. 2060-2070 - Kimon Kieslich
, Natali Helberger
, Nicholas Diakopoulos
:
My Future with My Chatbot: A Scenario-Driven, User-Centric Approach to Anticipating AI Impacts. 2071-2085 - Isaac Slaughter
, Eva Maxfield Brown
, Nicholas Weber:
The Impact of iBuying is About More Than Just Racial Disparities: Evidence from Mecklenburg County, NC. 2086-2100 - Nadia Nahar
, Jenny Rowlett
, Matthew Bray
, Zahra Abba Omar
, Xenophon Papademetris
, Alka Menon
, Christian Kästner
:
Regulating Explainability in Machine Learning Applications - Observations from a Policy Design Experiment. 2101-2112 - Sierra Calanda Wyllie, Ilia Shumailov
, Nicolas Papernot
:
Fairness Feedback Loops: Training on Synthetic Data Amplifies Bias. 2113-2147 - Mohammad Rashidujjaman Rifat
, Abdullah Hasan Safir
, Sourav Saha
, Jahedul Alam Junaed
, Maryam Saleki
, Mohammad Ruhul Amin
, Syed Ishtiaque Ahmed
:
Data, Annotation, and Meaning-Making: The Politics of Categorization in Annotating a Dataset of Faith-based Communal Violence. 2148-2156 - Vera Schmitt
, Luis-Felipe Villa-Arenas
, Nils Feldhus
, Joachim Meyer
, Robert P. Spang
, Sebastian Möller
:
The Role of Explainability in Collaborative Human-AI Disinformation Detection. 2157-2174 - Lindsay Sanneman
, Mycal Tucker
, Julie A. Shah
:
An Information Bottleneck Characterization of the Understanding-Workload Tradeoff in Human-Centered Explainable AI. 2175-2198 - Stefan Baack
:
A Critical Analysis of the Largest Source for Generative AI Training Data: Common Crawl. 2199-2208 - Rose Marie Santini
, Débora Salles
, Bruno Maurício Martins
, Alékis Moreira
, João Gabriel Haddad
:
Seeing through opacity: The limitations of digital ad transparency in Brazil. 2209-2221 - Autumn Toney
, Kathleen Curlee
, Emelia Probasco
:
Trust Issues: Discrepancies in Trustworthy AI Keywords Use in Policy and Research. 2222-2233 - Juan Felipe Gómez
, Caio Vieira Machado, Lucas Monteiro Paes
, Flávio P. Calmon
:
Algorithmic Arbitrariness in Content Moderation. 2234-2253 - Stephen Casper
, Carson Ezell
, Charlotte Siegmann
, Noam Kolt
, Taylor Lynn Curtis
, Benjamin Bucknall
, Andreas A. Haupt
, Kevin Wei
, Jérémy Scheurer
, Marius Hobbhahn
, Lee Sharkey
, Satyapriya Krishna
, Marvin Von Hagen
, Silas Alberti
, Alan Chan
, Qinyi Sun
, Michael Gerovitch
, David Bau
, Max Tegmark
, David Krueger
, Dylan Hadfield-Menell
:
Black-Box Access is Insufficient for Rigorous AI Audits. 2254-2272 - Chiara Ullstein
, Severin Engelmann
, Orestis Papakyriakopoulos
, Yuko Ikkatai
, Naira Paola Arnez-Jordan
, Rose Caleno
, Brian Mboya
, Shuichiro Higuma
, Tilman Hartwig
, Hiromi M. Yokoyama
, Jens Grossklags
:
Attitudes Toward Facial Analysis AI: A Cross-National Study Comparing Argentina, Kenya, Japan, and the USA. 2273-2301 - Mazda Moayeri
, Michael Rabbat
, Mark Ibrahim
, Diane Bouchacourt
:
Embracing Diversity: Interpretable Zero-shot Classification Beyond One Vector Per Class. 2302-2321 - Nanna Inie
, Stefania Druga
, Peter Zukerman
, Emily M. Bender
:
From "AI" to Probabilistic Automation: How Does Anthropomorphization of Technical Systems Descriptions Influence Trust? 2322-2347 - Basileal Imana
, Aleksandra Korolova
, John S. Heidemann
:
Auditing for Racial Discrimination in the Delivery of Education Ads. 2348-2361 - Max Lamparth
, Anka Reuel
:
Analyzing And Editing Inner Mechanisms of Backdoored Language Models. 2362-2373 - Vishwali Mhasawade
, Salman Rahman
, Zoé Haskell-Craig
, Rumi Chunara
:
Understanding Disparities in Post Hoc Machine Learning Explanation. 2374-2388 - Jessie J. Smith
, Aishwarya Satwani
, Robin Burke
, Casey Fiesler
:
Recommend Me? Designing Fairness Metrics with Providers. 2389-2399 - Severin Engelmann
, Madiha Zahrah Choksi
, Angelina Wang
, Casey Fiesler
:
Visions of a Discipline: Analyzing Introductory AI Courses on YouTube. 2400-2420 - Pooria Babaei
, Julita Vassileva
:
Drivers and persuasive strategies to influence user intention to learn about manipulative design. 2421-2431 - Sabri Eyuboglu
, Karan Goel
, Arjun D. Desai
, Lingjiao Chen
, Mathew Monfort
, Christopher Ré, James Zou
:
Model ChangeLists: Characterizing Updates to ML Models. 2432-2453 - Inyoung Cheong
, King Xia
, K. J. Kevin Feng
, Quan Ze Chen
, Amy X. Zhang
:
(A)I Am Not a Lawyer, But...: Engaging Legal Experts towards Responsible LLM Policies for Legal Advice. 2454-2469 - Goya van Boven
, Yupei Du
, Dong Nguyen
:
Transforming Dutch: Debiasing Dutch Coreference Resolution Systems for Non-binary Pronouns. 2470-2483 - Jennifer Mickel
:
Racial/Ethnic Categories in AI and Algorithmic Fairness: Why They Matter and What They Represent. 2484-2494 - Sarah Sterz
, Kevin Baum
, Sebastian Biewer
, Holger Hermanns
, Anne Lauber-Rönsberg
, Philip Meinel
, Markus Langer
:
On the Quest for Effectiveness in Human Oversight: Interdisciplinary Perspectives. 2495-2507 - My H. Dinh
, James Kotary
, Ferdinando Fioretto
:
Learning Fair Ranking Policies via Differentiable Optimization of Ordered Weighted Averages. 2508-2517 - Yoonjoo Lee
, Kihoon Son
, Tae Soo Kim
, Jisu Kim
, John Joon Young Chung
, Eytan Adar
, Juho Kim
:
One vs. Many: Comprehending Accurate Information from Multiple Erroneous and Inconsistent AI Generations. 2518-2531
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