conftrace_

preference pair

7 papers

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Co-occurring keywords · papers mentioning both

large language model (3) reward model (3) direct preference optimization (3) reward margin (1) length bia (1) complex instruction (1) response length (1) interleaved generation (1) preference pair weighting (1) colloquialness gap (1)

Papers

BITS Pilani at SemEval-2026 Task 9: Structured Supervised Fine-Tuning with DPO Refinement for Polarization Detection SemEval 2026 Enhancing Spatial Understanding in Image Generation via Reward Modeling CVPR 2026 Multimodal RewardBench 2: Evaluating Omni Reward Models for Interleaved Text and Image CVPR 2026 Reward Alignment Optimization: A Direct Point-wise Alignment Approach ACL 2026 SDiaReward: Modeling and Benchmarking Spoken Dialogue Rewards with Modality and Colloquialness ACL 2026 IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization ACL 2025 MWPO: Enhancing LLMs Performance through Multi-Weight Preference Strength and Length Optimization ACL 2025