2 papers
cs.CL2026
The Dog the Cat Chased Stumped the Model: Measuring When Language Models Abandon Structure for Shortcuts
Sangmitra Madhusudan, Kaige Chen, Ali Emami
When language models correctly parse "The cat that the dog chased meowed," are they analyzing syntax or simply familiar with dogs chasing cats? Despite extensive benchmarking, we l…
cs.CL2025
Personality Matters: User Traits Predict LLM Preferences in Multi-Turn Collaborative Tasks
Sarfaroz Yunusov, Kaige Chen, Kazi Nishat Anwar +1
As Large Language Models (LLMs) increasingly integrate into everyday workflows, where users shape outcomes through multi-turn collaboration, a critical question emerges: do users w…