Showing cs.CLShow all
2 papers · 1 filter
cs.CL2026
AdaBoN: Adaptive Best-of-N Alignment
Vinod Raman, Hilal Asi, Satyen Kale
Recent advances in test-time alignment methods, such as Best-of-N sampling, offer a simple and effective way to steer language models (LMs) toward preferred behaviors using reward…
cs.CL2025
Representative Language Generation
Charlotte Peale, Vinod Raman, Omer Reingold
We introduce "representative generation," extending the theoretical framework for generation proposed by Kleinberg et al. (2024) and formalized by Li et al. (2024), to additionally…