conftrace_

model alignment

226 papers

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Co-occurring keywords

large language model (13587) reinforcement learning from human feedback (278) direct preference optimization (332) preference optimization (302) language model alignment (142) preference learning (418) reinforcement learning (4352) reward model (276) language model (4599) instruction following (396)

Papers

Improve LLM-as-a-Judge Ability as a General Ability EMNLP 2025
Reward Model Perspectives: Whose Opinions Do Reward Models Reward? EMNLP 2025
Governance in Motion: Co-evolution of Constitutions and AI models for Scalable Safety EMNLP 2025
UltraIF: Advancing Instruction Following from the Wild EMNLP 2025
Massive Supervised Fine-tuning Experiments Reveal How Data, Layer, and Training Factors Shape LLM Alignment Quality EMNLP 2025
Do LLMs Behave as Claimed? Investigating How LLMs Follow Their Own Claims using Counterfactual Questions EMNLP 2025
Too Helpful, Too Harmless, Too Honest or Just Right? EMNLP 2025
When Big Models Train Small Ones: Label-Free Model Parity Alignment for Efficient Visual Question Answering using Small VLMs EMNLP 2025
Diff2Flow: Training Flow Matching Models via Diffusion Model Alignment CVPR 2025
PLeaS - Merging Models with Permutations and Least Squares CVPR 2025
SCANS: Mitigating the Exaggerated Safety for LLMs via Safety-Conscious Activation Steering AAAI 2025
Multi-Reference Preference Optimization for Large Language Models AAAI 2025
Amuro & Char: Analyzing the Relationship between Pre-Training and Fine-Tuning of Large Language Models NAACL 2025
DyMO: Training-Free Diffusion Model Alignment with Dynamic Multi-Objective Scheduling CVPR 2025
PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment ACL 2025
Do LLMs Need Inherent Reasoning Before Reinforcement Learning? A Study in Korean Self-Correction AACL 2025
Enhancing Machine Translation with Self-Supervised Preference Data ACL 2025
Little Giants: Synthesizing High-Quality Embedding Data at Scale NAACL 2025
InsBank: Evolving Instruction Subset for Ongoing Alignment EMNLP 2025
From Distributional to Overton Pluralism: Investigating Large Language Model Alignment NAACL 2025
Modality-Fair Preference Optimization for Trustworthy MLLM Alignment IJCAI 2025
ShortFT: Diffusion Model Alignment via Shortcut-based Fine-Tuning ICCV 2025
UAlign: LLM Alignment Benchmark for the Ukrainian Language ACL 2025
Multi-Attribute Steering of Language Models via Targeted Intervention ACL 2025
LLaVA-Critic: Learning to Evaluate Multimodal Models CVPR 2025