2 papers
cs.CL2026
PEARL: Self-Evolving Assistant for Time Management with Reinforcement Learning
Bingxuan Li, Jeonghwan Kim, Cheng Qian +4
Overlapping calendar invitations force busy professionals to repeatedly decide which meetings to attend, reschedule, or decline. We refer to this preference-driven decision process…
cs.LG2025
Evaluating the Promise and Pitfalls of LLMs in Hiring Decisions
Eitan Anzenberg, Arunava Samajpati, Sivasankaran Chandrasekar +1
The use of large language models (LLMs) in hiring promises to streamline candidate screening, but it also raises serious concerns regarding accuracy and algorithmic bias where suff…