model alignment

Adaptive Helpfulness–Harmlessness Alignment with Preference Vectors EACL 2026 Control Illusion: The Failure of Instruction Hierarchies in Large Language Models AAAI 2026 Debiasing Reward Models via Causally Motivated Inference-Time Intervention ACL 2026 Do Political Opinions Transfer Between Western Languages? An Analysis of Unaligned and Aligned Multilingual LLMs EACL 2026 EcoAlign: An Economically Rational Framework for Efficient LVLM Alignment CVPR 2026 Emergent Misalignment via In-Context Learning: Narrow in-context examples can produce broadly misaligned LLMs ACL 2026 Fairness Perceptions of Large Language Models AAAI 2026 Hidden in the Noise: Unveiling Backdoors in Audio LLMs Alignment Through Latent Acoustic Pattern Triggers AAAI 2026 HumanGuideNet: Adapter-Based Alignment of Deep Neural Networks with Human Similarity Judgments WACV 2026 IF-RewardBench: Benchmarking Judge Models for Instruction-Following Evaluation ACL 2026 LVLM-Aided Alignment of Task-Specific Vision Models CVPR 2026 Margin-Aware Preference Optimization for Aligning Diffusion Models Without Reference AAAI 2026 MERLIN: Multi-Stage Curriculum Alignment for Multilingual Encoder-LLM Integration in Cross-Lingual Reasoning EACL 2026 M-MiniGPT4: Multilingual VLLM Alignment via Translated Data EACL 2026 Pre-DPO: Improving Data Utilization in Direct Preference Optimization Using a Guiding Reference Model AAAI 2026 Pruning Unsafe Tickets: A Resource-Efficient Framework for Safer and More Robust LLMs ACL 2026 Pseudo-Likelihood Training for Reasoning Diffusion Language Models EACL 2026 Rethinking Direct Preference Optimization in Diffusion Models AAAI 2026 Selective Weak-to-Strong Generalization AAAI 2026 SGT: Securing Open-Source LLMs Against Malicious Fine-tuning via Safety Guidance Trigger ACL 2026 SparseRM: A Lightweight Preference Modeling with Sparse Autoencoder AAAI 2026 Team-Based Self-Play With Dual Adaptive Weighting for Fine-Tuning LLMs ACL 2026 Too Nice to Tell the Truth: Quantifying Agreeableness-Driven Sycophancy in Role-Playing Language Models ACL 2026 Understanding Jailbreak Success: A Study of Latent Space Dynamics in Large Language Models EACL 2026 Unraveling LLM Jailbreaks Through Safety Knowledge Neurons EACL 2026