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human preference

172 papers

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large language model (51) reward model (28) reinforcement learning from human feedback (26) preference learning (23) reinforcement learning (22) model alignment (16) direct preference optimization (15) language model alignment (14) diffusion model (13) language model (12)

Papers

Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems ACL 2025 AmbiK: Dataset of Ambiguous Tasks in Kitchen Environment ACL 2025 Annotation-Efficient Language Model Alignment via Diverse and Representative Response Texts EMNLP 2025 APLOT: Robust Reward Modeling via Adaptive Preference Learning with Optimal Transport EMNLP 2025 BannerBench: Benchmarking Vision Language Models for Multi-Ad Selection with Human Preferences EMNLP 2025 Can Language Models Capture Human Writing Preferences for Domain-Specific Text Summarization? ACL 2025 CAPO: Confidence Aware Preference Optimization Learning for Multilingual Preferences IJCNLP 2025 CARE: Multilingual Human Preference Learning for Cultural Awareness EMNLP 2025 Cheems: A Practical Guidance for Building and Evaluating Chinese Reward Models from Scratch ACL 2025 CodeArena: Evaluating and Aligning CodeLLMs on Human Preference EMNLP 2025 Co-Eval: Augmenting LLM-based Evaluation with Machine Metrics EMNLP 2025 Comparing Bad Apples to Good Oranges Aligning Large Language Models via Joint Preference Optimization ACL 2025 Copilot Arena: A Platform for Code LLM Evaluation in the Wild ICML 2025 Creative Preference Optimization EMNLP 2025 CritiQ: Mining Data Quality Criteria from Human Preferences ACL 2025 Cross-lingual Human-Preference Alignment for Neural Machine Translation with Direct Quality Optimization EMNLP 2025 DeAL: Decoding-time Alignment for Large Language Models ACL 2025 Direct Density Ratio Optimization: A Statistically Consistent Approach to Aligning Large Language Models ICML 2025 Direct Post-Training Preference Alignment for Multi-Agent Motion Generation Model Using Implicit Feedback from Pre-training Demonstrations ICLR 2025 DreamDPO: Aligning Text-to-3D Generation with Human Preferences via Direct Preference Optimization ICML 2025 DyMO: Training-Free Diffusion Model Alignment with Dynamic Multi-Objective Scheduling CVPR 2025 Eliciting Human Preferences with Language Models ICLR 2025 Enhancing Reward Models for High-quality Image Generation: Beyond Text-Image Alignment ICCV 2025 Evaluating Text Generation Quality Using Spectral Distances of Surprisal EMNLP 2025 Explaining Human Preferences via Metrics for Structured 3D Reconstruction ICCV 2025