Context is Key: Grammatical Error Detection with Contextual Word Representations. - Samuel J. Bell; Helen Yannakoudakis; Marek Rei (BEA@ACL, 2019)

Perceptions of Chatbots in Therapy. - Samuel J. Bell; Clara Wood; Advait Sarkar (CHI Extended Abstracts, 2019)

Perspectives on Machine Learning from Psychology's Reproducibility Crisis. - Samuel J. Bell; Onno Pepijn Kampman (CoRR, 2021)

Behavioral Experiments for Understanding Catastrophic Forgetting. - Samuel J. Bell; Neil D. Lawrence (CoRR, 2021)

Modeling the Machine Learning Multiverse. - Samuel J. Bell; Onno Kampman; Jesse Dodge; Neil D. Lawrence (NeurIPS, 2022)

The Effect of Task Ordering in Continual Learning. - Samuel J. Bell; Neil D. Lawrence (CoRR, 2022)

Simplicity Bias Leads to Amplified Performance Disparities. - Samuel James Bell; Levent Sagun (FAccT, 2023)

Confusing Large Models by Confusing Small Models. - Vítor Albiero; Raghav Mehta; Ivan Evtimov; Samuel J. Bell; Levent Sagun; Aram Markosyan (ICCV (Workshops), 2023)

Towards Geographic Inclusion in the Evaluation of Text-to-Image Models. - Melissa Hall; Samuel J. Bell; Candace Ross; Adina Williams; Michal Drozdzal; Adriana Romero-Soriano (FAccT, 2024)

Reassessing the Validity of Spurious Correlations Benchmarks. - Samuel J. Bell; Diane Bouchacourt; Levent Sagun (CoRR, 2024)

The Multiple Dimensions of Spuriousness in Machine Learning. - Samuel J. Bell; Skyler Wang (CoRR, 2024)

Chained Tuning Leads to Biased Forgetting. - Megan Ung; Alicia Sun; Samuel J. Bell; Bhaktipriya Radharapu; Levent Sagun; Adina Williams (CoRR, 2024)

An Effective Theory of Bias Amplification. - Arjun Subramonian; Samuel J. Bell; Levent Sagun; Elvis Dohmatob (ICLR, 2025)

On the Role of Speech Data in Reducing Toxicity Detection Bias. - Samuel J. Bell; Mariano Coria Meglioli; Megan Richards; Eduardo Sánchez; Christophe Ropers; Skyler Wang; Adina Williams; Levent Sagun; Marta R. Costa-jussà (NAACL (Long Papers), 2025)

AbstentionBench: Reasoning LLMs Fail on Unanswerable Questions. - Polina Kirichenko; Mark Ibrahim; Kamalika Chaudhuri; Samuel J. Bell (CoRR, 2025)