conftrace_

reward model

276 papers

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Also known as

RM

Co-occurring keywords

large language model (13587) reinforcement learning (4352) reinforcement learning from human feedback (278) language model (4599) preference learning (418) language model alignment (142) reward modeling (164) direct preference optimization (332) human feedback (161) human preference (124)

Papers

Teaching LLM to be Persuasive: Reward-Enhanced Policy Optimization for Alignment from Heterogeneous Rewards ACL 2026
Instructions are all you need: Self-supervised Reinforcement Learning for Instruction Following ACL 2026
Cycle Consistency as Reward: Learning Image-Text Alignment without Human Preferences ICCV 2025
Enhancing Reward Models for High-quality Image Generation: Beyond Text-Image Alignment ICCV 2025
Cheems: A Practical Guidance for Building and Evaluating Chinese Reward Models from Scratch ACL 2025
Data with High and Consistent Preference Difference Are Better for Reward Model AAAI 2025
MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models AAAI 2025
Improving Reward Models with Synthetic Critiques NAACL 2025
LEGEND: Leveraging Representation Engineering to Annotate Safety Margin for Preference Datasets AAAI 2025
Free2Guide: Training-Free Text-to-Video Alignment using Image LVLM ICCV 2025
Scalable Ranked Preference Optimization for Text-to-Image Generation ICCV 2025
Multimodal LLMs as Customized Reward Models for Text-to-Image Generation ICCV 2025
Google Translate’s Research Submission to WMT2025 EMNLP 2025
In2X at WMT25 Translation Task EMNLP 2025
HW-TSC at Multilingual Counterspeech Generation COLING 2025
Finding the Sweet Spot: Preference Data Construction for Scaling Preference Optimization ACL 2025
OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis ACL 2025
Science-T2I: Addressing Scientific Illusions in Image Synthesis CVPR 2025
Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation CVPR 2025
Align2LLaVA: Cascaded Human and Large Language Model Preference Alignment for Multi-modal Instruction Curation ACL 2025
Structural Reward Model: Enhancing Interpretability, Efficiency, and Scalability in Reward Modeling EMNLP 2025
Igniting Creative Writing in Small Language Models: LLM-as-a-Judge versus Multi-Agent Refined Rewards EMNLP 2025
Alleviating Distribution Shift in Synthetic Data for Machine Translation Quality Estimation ACL 2025
RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment ACL 2025
ReSo: A Reward-driven Self-organizing LLM-based Multi-Agent System for Reasoning Tasks EMNLP 2025