Paper by Barbara E Engelhardt Papers

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Sample Efficient Preference Alignment in LLMs via Active Exploration

Viraj Mehta, Syrine Belakaria, Vikramjeet Das et al.

COLM 2025paperarXiv:2312.00267
10
citations

Sharpe Ratio-Guided Active Learning for Preference Optimization in RLHF

Syrine Belakaria, Joshua Kazdan, Charles Marx et al.

COLM 2025paperarXiv:2503.22137
2
citations