HelpSteer: Multi-attribute Helpfulness Dataset for SteerLM. - Zhilin Wang; Yi Dong; Jiaqi Zeng; Virginia Adams; Makesh Narsimhan Sreedhar; Daniel Egert; Olivier Delalleau; Jane Polak Scowcroft; Neel Kant; Aidan Swope; Oleksii Kuchaiev (NAACL-HLT, 2024)

HelpSteer 2: Open-source dataset for training top-performing reward models. - Zhilin Wang; Yi Dong; Olivier Delalleau; Jiaqi Zeng; Gerald Shen; Daniel Egert; Jimmy Zhang; Makesh Narsimhan Sreedhar; Oleksii Kuchaiev (NeurIPS, 2024)

NeMo-Aligner: Scalable Toolkit for Efficient Model Alignment. - Gerald Shen; Zhilin Wang; Olivier Delalleau; Jiaqi Zeng; Yi Dong; Daniel Egert; Shengyang Sun; Jimmy J. Zhang; Sahil Jain; Ali Taghibakhshi; Markel Sanz Ausin; Ashwath Aithal; et al. (CoRR, 2024)

HelpSteer2: Open-source dataset for training top-performing reward models. - Zhilin Wang; Yi Dong; Olivier Delalleau; Jiaqi Zeng; Gerald Shen; Daniel Egert; Jimmy J. Zhang; Makesh Narsimhan Sreedhar; Oleksii Kuchaiev (CoRR, 2024)

Nemotron-4 340B Technical Report. - Bo Adler; Niket Agarwal; Ashwath Aithal; Dong H. Anh; Pallab Bhattacharya; Annika Brundyn; Jared Casper; Bryan Catanzaro; Sharon Clay; Jonathan M. Cohen; Sirshak Das; Ayush Dattagupta; et al. (CoRR, 2024)

HelpSteer3: Human-Annotated Feedback and Edit Data to Empower Inference-Time Scaling in Open-Ended General-Domain Tasks. - Zhilin Wang; Jiaqi Zeng; Olivier Delalleau; Daniel Egert; Ellie Evans; Hoo-Chang Shin; Felipe Soares; Yi Dong; Oleksii Kuchaiev (ACL (1), 2025)

HelpSteer2-Preference: Complementing Ratings with Preferences. - Zhilin Wang; Alexander Bukharin; Olivier Delalleau; Daniel Egert; Gerald Shen; Jiaqi Zeng; Oleksii Kuchaiev; Yi Dong (ICLR, 2025)

Dedicated Feedback and Edit Models Empower Inference-Time Scaling for Open-Ended General-Domain Tasks. - Zhilin Wang; Jiaqi Zeng; Olivier Delalleau; Daniel Egert; Ellie Evans; Hoo-Chang Shin; Felipe Soares; Yi Dong; Oleksii Kuchaiev (CoRR, 2025)