NeurIPS Poster "preference learning" Papers

7 papers found

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Bayesian Optimization with Preference Exploration using a Monotonic Neural Network Ensemble

Hanyang Wang, Juergen Branke, Matthias Poloczek

NeurIPS 2025posterarXiv:2501.18792

Implicit Reward as the Bridge: A Unified View of SFT and DPO Connections

Bo Wang, Qinyuan Cheng, Runyu Peng et al.

NeurIPS 2025posterarXiv:2507.00018
14
citations

Preference Learning with Lie Detectors can Induce Honesty or Evasion

Chris Cundy, Adam Gleave

NeurIPS 2025posterarXiv:2505.13787
4
citations

Principled Fine-tuning of LLMs from User-Edits: A Medley of Preference, Supervision, and Reward

Dipendra Misra, Aldo Pacchiano, Ta-Chung Chi et al.

NeurIPS 2025posterarXiv:2601.19055

Scalable Valuation of Human Feedback through Provably Robust Model Alignment

Masahiro Fujisawa, Masaki Adachi, Michael A Osborne

NeurIPS 2025posterarXiv:2505.17859
1
citations

Self-Refining Language Model Anonymizers via Adversarial Distillation

Kyuyoung Kim, Hyunjun Jeon, Jinwoo Shin

NeurIPS 2025posterarXiv:2506.01420
3
citations

Sparta Alignment: Collectively Aligning Multiple Language Models through Combat

Yuru Jiang, Wenxuan Ding, Shangbin Feng et al.

NeurIPS 2025posterarXiv:2506.04721
3
citations