Bell, Samuel J.

1. AbstentionBench: Reasoning LLMs Fail on Unanswerable Questions
   2025/06/10 by Polina Kirichenko, Kirichenko, Polina, Mark Ibrahim +5 · 5 voices · 28 citations
   Computer Science · #cs.AI
2. Towards Geographic Inclusion in the Evaluation of Text-to-Image Models
   2024/05/07 by Melissa Hall, Samuel J. Bell, Hall, Melissa +9 · 10 citations
   Social Sciences · #Geographic Information Systems Studies
3. The Effect of Task Ordering in Continual Learning
   2022/05/26 by Samuel J. Bell, Bell, Samuel J., Neil D. Lawrence +1 · 3 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. The Pragmatic Frames of Spurious Correlations in Machine Learning: Interpreting How and Why They Matter
   2024/11/07 by Samuel J. Bell, Skyler Wang, Bell, Samuel J. +1 · 1 voice
   Computer Science · #cs.LG #cs.AI
5. Reassessing the Validity of Spurious Correlations Benchmarks
   2024/09/06 by Samuel J. Bell, Diane Bouchacourt, Bell, Samuel J. +3 · 1 citation
   Decision Sciences · Psychology · #Cognitive and psychological constructs research #Evaluation and Performance Assessment #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Chained Tuning Leads to Biased Forgetting
   2024/12/21 by Megan Ung, Ung, Megan, Sun, Alicia +8 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
7. An Effective Theory of Bias Amplification
   2024/10/07 by Arjun Subramonian, Samuel J. Bell, Subramonian, Arjun +5 · 1 citation
   Computer Science · #Computers and Society (cs.CY) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stochastic Gradient Optimization Techniques