Samuel J. Bell

23 papers A* 2Journal 16Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Brittlebench: Quantifying LLM robustness via prompt sensitivity. CoRR Angelika Romanou, Mark Ibrahim, Candace Ross, Chantal Shaib, Kerem Okta, Samuel J. Bell, Elia Ovalle, Jesse Dodge, Antoine Bosselut, Koustuv Sinha, Adina Williams
2025	J	`jnl`	AbstentionBench: Reasoning LLMs Fail on Unanswerable Questions. CoRR Polina Kirichenko, Mark Ibrahim, Kamalika Chaudhuri, Samuel J. Bell
2025	A*	`conf`	An Effective Theory of Bias Amplification. ICLR Arjun Subramonian, Samuel J. Bell, Levent Sagun, Elvis Dohmatob
2025	J	`jnl`	LLM Knowledge is Brittle: Truthfulness Representations Rely on Superficial Resemblance. CoRR Patrick Haller, Mark Ibrahim, Polina Kirichenko, Levent Sagun, Samuel J. Bell
2025	—	`conf`	On the Role of Speech Data in Reducing Toxicity Detection Bias. NAACL (Long Papers) Samuel J. Bell, Mariano Coria Meglioli, Megan Richards, Eduardo Sánchez, Christophe Ropers, Skyler Wang, Adina Williams, Levent Sagun, Marta R. Costa-jussà
2025	J	`jnl`	Translate, then Detect: Leveraging Machine Translation for Cross-Lingual Toxicity Classification. CoRR Samuel J. Bell, Eduardo Sánchez, David Dale, Pontus Stenetorp, Mikel Artetxe, Marta R. Costa-jussà
2024	J	`jnl`	An Effective Theory of Bias Amplification. CoRR Arjun Subramonian, Samuel J. Bell, Levent Sagun, Elvis Dohmatob
2024	J	`jnl`	Chained Tuning Leads to Biased Forgetting. CoRR Megan Ung, Alicia Sun, Samuel J. Bell, Bhaktipriya Radharapu, Levent Sagun, Adina Williams
2024	J	`jnl`	On the Role of Speech Data in Reducing Toxicity Detection Bias. CoRR Samuel J. Bell, Mariano Coria Meglioli, Megan Richards, Eduardo Sánchez, Christophe Ropers, Skyler Wang, Adina Williams, Levent Sagun, Marta R. Costa-jussà
2024	J	`jnl`	Reassessing the Validity of Spurious Correlations Benchmarks. CoRR Samuel J. Bell, Diane Bouchacourt, Levent Sagun
2024	J	`jnl`	The Multiple Dimensions of Spuriousness in Machine Learning. CoRR Samuel J. Bell, Skyler Wang
2024	—	`conf`	Towards Geographic Inclusion in the Evaluation of Text-to-Image Models. FAccT Melissa Hall, Samuel J. Bell, Candace Ross, Adina Williams, Michal Drozdzal, Adriana Romero-Soriano
2024	J	`jnl`	Towards Geographic Inclusion in the Evaluation of Text-to-Image Models. CoRR Melissa Hall, Samuel J. Bell, Candace Ross, Adina Williams, Michal Drozdzal, Adriana Romero-Soriano
2023	—	`conf`	Confusing Large Models by Confusing Small Models. ICCV (Workshops) Vítor Albiero, Raghav Mehta, Ivan Evtimov, Samuel J. Bell, Levent Sagun, Aram Markosyan
2022	A*	`conf`	Modeling the Machine Learning Multiverse. NeurIPS Samuel J. Bell, Onno Kampman, Jesse Dodge, Neil D. Lawrence
2022	J	`jnl`	Modeling the Machine Learning Multiverse. CoRR Samuel J. Bell, Onno Pepijn Kampman, Jesse Dodge, Neil D. Lawrence
2022	J	`jnl`	Simplicity Bias Leads to Amplified Performance Disparities. CoRR Samuel J. Bell, Levent Sagun
2022	J	`jnl`	The Effect of Task Ordering in Continual Learning. CoRR Samuel J. Bell, Neil D. Lawrence
2021	J	`jnl`	Behavioral Experiments for Understanding Catastrophic Forgetting. CoRR Samuel J. Bell, Neil D. Lawrence
2021	J	`jnl`	Perspectives on Machine Learning from Psychology's Reproducibility Crisis. CoRR Samuel J. Bell, Onno Pepijn Kampman
2019	—	`conf`	Context is Key: Grammatical Error Detection with Contextual Word Representations. BEA@ACL Samuel J. Bell, Helen Yannakoudakis, Marek Rei
2019	J	`jnl`	Context is Key: Grammatical Error Detection with Contextual Word Representations. CoRR Samuel J. Bell, Helen Yannakoudakis, Marek Rei
2019	—	`conf`	Perceptions of Chatbots in Therapy. CHI Extended Abstracts Samuel J. Bell, Clara Wood, Advait Sarkar