RAFT: A Real-World Few-Shot Text Classification Benchmark. - Neel Alex; Eli Lifland; Lewis Tunstall; Abhishek Thakur; Pegah Maham; C. Jess Riedel; Emmie Hine; Carolyn Ashurst; Paul Sedille; Alexis Carlier; Michael Noetel; Andreas Stuhlmüller (NeurIPS Datasets and Benchmarks, 2021)

Institutionalising Ethics in AI through Broader Impact Requirements. - Carina E. A. Prunkl; Carolyn Ashurst; Markus Anderljung; Helena Webb; Jan Leike; Allan Dafoe (CoRR, 2021)

Institutionalizing ethics in AI through broader impact requirements. - Carina E. A. Prunkl; Carolyn Ashurst; Markus Anderljung; Helena Webb; Jan Leike; Allan Dafoe (Nat. Mach. Intell., 2021)

Why Fair Labels Can Yield Unfair Predictions: Graphical Conditions for Introduced Unfairness. - Carolyn Ashurst; Ryan Carey; Silvia Chiappa; Tom Everitt (AAAI, 2022)

Racial Disparities in the Enforcement of Marijuana Violations in the US. - Bradley Butcher; Christopher Robinson; Miri Zilka; Riccardo Fogliato; Carolyn Ashurst; Adrian Weller (AIES, 2022)

Disentangling the Components of Ethical Research in Machine Learning. - Carolyn Ashurst; Solon Barocas; Rosie Campbell; Deborah Raji (FAccT, 2022)

AI Ethics Statements: Analysis and Lessons Learnt from NeurIPS Broader Impact Statements. - Carolyn Ashurst; Emmie Hine; Paul Sedille; Alexis Carlier (FAccT, 2022)

Advancing ethics review practices in AI research. - Madhulika Srikumar; Rebecca Finlay; Grace Abuhamad; Carolyn Ashurst; Rosie Campbell; Emily Campbell-Ratcliffe; Hudson Hongo; Sara R. Jordan; Joseph Lindley; Aviv Ovadya; Joelle Pineau (Nat. Mac. Intell., 2022)

Fairness Without Demographic Data: A Survey of Approaches. - Carolyn Ashurst; Adrian Weller (EAAMO, 2023)

Media Coverage of Predictive Policing: Bias, Police Engagement, and the Future of Transparency. - Harry Camilleri; Carolyn Ashurst; Nithya Jaisankar; Adrian Weller; Miri Zilka (EAAMO, 2023)

Exploring Police Perspectives on Algorithmic Transparency: A Qualitative Analysis of Police Interviews in the UK. - Miri Zilka; Carolyn Ashurst; Luke Chambers; Ellen P. Goodmann; Pamela Ugwudike; Marion Oswald (EAAMO, 2023)

The Progression of Disparities within the Criminal Justice System: Differential Enforcement and Risk Assessment Instruments. - Miri Zilka; Riccardo Fogliato; Jiri Hron; Bradley Butcher; Carolyn Ashurst; Adrian Weller (FAccT, 2023)

Identifying and Mitigating Privacy Risks Stemming from Language Models: A Survey. - Victoria Smith; Ali Shahin Shamsabadi; Carolyn Ashurst; Adrian Weller (CoRR, 2023)

Publisher Correction: Advancing ethics review practices in AI research. - Madhulika Srikumar; Rebecca Finlay; Grace Abuhamad; Carolyn Ashurst; Rosie Campbell; Emily Campbell-Ratcliffe; Hudson Hongo; Sara R. Jordan; Joseph Lindley; Aviv Ovadya; Joelle Pineau (Nat. Mac. Intell., 2023)

Reimagining AI in Social Work: Practitioner Perspectives on Incorporating Technology in their Practice. - Katie Wassal; Carolyn Ashurst; Jiri Hron; Miri Zilka (CoRR, 2024)