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14 Results
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Poster
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Fri 11:00 |
Noise Contrastive Alignment of Language Models with Explicit Rewards Huayu Chen · Guande He · Lifan Yuan · Ganqu Cui · Hang Su · Jun Zhu |
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Poster
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Fri 11:00 |
SimPO: Simple Preference Optimization with a Reference-Free Reward Yu Meng · Mengzhou Xia · Danqi Chen |
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Poster
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Fri 16:30 |
Mitigating Reward Overoptimization via Lightweight Uncertainty Estimation Xiaoying Zhang · Jean-Francois Ton · Wei Shen · Hongning Wang · Yang Liu |
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Poster
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Thu 16:30 |
ReMoDetect: Reward Models Recognize Aligned LLM's Generations Hyunseok Lee · Jihoon Tack · Jinwoo Shin |
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Poster
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Thu 16:30 |
InfoRM: Mitigating Reward Hacking in RLHF via Information-Theoretic Reward Modeling Yuchun Miao · Sen Zhang · Liang Ding · Rong Bao · Lefei Zhang · Dacheng Tao |
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Workshop
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Improving LLM Generation with Inverse and Forward Alignment: Reward Modeling, Prompting, Fine-Tuning, and Inference-Time Optimization Hao Sun · Thomas Pouplin · Nicolás Astorga · Tennison Liu · Mihaela van der Schaar |
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Workshop
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Improving LLM Generation with Inverse and Forward Alignment: Reward Modeling, Prompting, Fine-Tuning, and Inference-Time Optimization Hao Sun · Thomas Pouplin · Nicolás Astorga · Tennison Liu · Mihaela van der Schaar |
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Workshop
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Diverse and Effective Red Teaming with Auto-generated Rewards and Multi-step Reinforcement Learning Alex Beutel · Kai Xiao · Johannes Heidecke · Lilian Weng |
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Poster
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Thu 11:00 |
ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization Luca Eyring · Shyamgopal Karthik · Karsten Roth · Alexey Dosovitskiy · Zeynep Akata |
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Workshop
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Generative Verifiers: Reward Modeling as Next-Token Prediction Lunjun Zhang · Arian Hosseini · Hritik Bansal · Mehran Kazemi · Aviral Kumar · Rishabh Agarwal |
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Poster
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Thu 11:00 |
Learning Goal-Conditioned Representations for Language Reward Models Vaskar Nath · Dylan Slack · Jeff Da · Yuntao Ma · Hugh Zhang · Spencer Whitehead · Sean Hendryx |
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Workshop
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Prioritization Strategies for LLM-Designed Restless Bandit Rewards in Public Health Shresth Verma · Niclas Boehmer · Lingkai Kong · Milind Tambe |