ML Anthology
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Evans, Ellie
3 publications
ICLR
2026
ProfBench: Multi-Domain Rubrics Requiring Professional Knowledge to Answer and Judge
Zhilin Wang
,
Jaehun Jung
,
Ximing Lu
,
Shizhe Diao
,
Ellie Evans
,
Jiaqi Zeng
,
Pavlo Molchanov
,
Yejin Choi
,
Jan Kautz
,
Yi Dong
ICLR
2026
RLBFF: Binary Flexible Feedback to Bridge Between Human Feedback & Verifiable Rewards
Zhilin Wang
,
Jiaqi Zeng
,
Olivier Delalleau
,
Ellie Evans
,
Daniel Egert
,
Hoo-Chang Shin
,
Felipe Soares
,
Yi Dong
,
Oleksii Kuchaiev
NeurIPS
2025
HelpSteer3-Preference: Open Human-Annotated Preference Data Across Diverse Tasks and Languages
Zhilin Wang
,
Jiaqi Zeng
,
Olivier Delalleau
,
Hoo-Chang Shin
,
Felipe Soares
,
Alexander Bukharin
,
Ellie Evans
,
Yi Dong
,
Oleksii Kuchaiev