PRIME Benchmark: Do LLMs Rely on Social Stereotypes in Reasoning?
mdredze · x · 2026-07-03
The study introduces the PRIME benchmark to investigate whether large language models use social stereotypes as cognitive shortcuts during logical reasoning, systematically evaluating this behavior.
More from Research
- New review: how prefrontal cortex dynamics turn world models into flexible behavior — AnnaCiaunica · 2026-10-27
- LIBERO-MAX: Robot Policies Drop 11–26 Points When the World Changes Mid-Task — drmapavone · 2026-10-27
- Kolab Benchmark Uses Pro Screen Recordings to Show AI Agents Overestimate Collaboration Quality — minnesotanlp · 2026-10-27
- One BBQ Example Pushes LLM Fairness Scores Past 90%, EMNLP Paper Questions Benchmarks — radamihalcea · 2026-10-27
- Real2Sem2Real turns one phone video into 2,000+ robot demos, matching 150 teleop demos — Scobleizer · 2026-10-27
- Understanding MuonH (Hyperball) through weight norm geometry of scale-invariant networks — jasondeanlee · 2026-10-27