large language model alignment

AdvBDGen: A Robust Framework for Generating Adaptive and Stealthy Backdoors in LLM Alignment AAAI 2026 Into the Gray Zone: Domain Contexts Can Blur LLM Safety Boundaries ACL 2026 SPPO: Sequence-Level PPO for Long-Horizon Reasoning Tasks ACL 2026 𝒜3: Automatic Alignment Framework for Attributed Text Generation ACL 2025 Aligning Large Language Models with Implicit Preferences from User-Generated Content ACL 2025 Align-Pro: A Principled Approach to Prompt Optimization for LLM Alignment AAAI 2025 Arbiters of Ambivalence: Challenges of using LLMs in No-Consensus tasks ACL 2025 Debiasing Online Preference Learning via Preference Feature Preservation ACL 2025 Extracting and Understanding the Superficial Knowledge in Alignment NAACL 2025 Generative Psycho-Lexical Approach for Constructing Value Systems in Large Language Models ACL 2025 InfoPO: On Mutual Information Maximization for Large Language Model Alignment NAACL 2025 Nudging: Inference-time Alignment of LLMs via Guided Decoding ACL 2025 Reinforcement Learning for Large Language Models via Group Preference Reward Shaping EMNLP 2025 SDD: Self-Degraded Defense against Malicious Fine-tuning ACL 2025 Direct Large Language Model Alignment Through Self-Rewarding Contrastive Prompt Distillation ACL 2024 Geometric-Averaged Preference Optimization for Soft Preference Labels NeurIPS 2024 On Diversified Preferences of Large Language Model Alignment EMNLP 2024 One-Shot Safety Alignment for Large Language Models via Optimal Dualization NeurIPS 2024 PURE: Aligning LLM via Pluggable Query Reformulation for Enhanced Helpfulness EMNLP 2024 Rethinking the Role of Proxy Rewards in Language Model Alignment EMNLP 2024 RS-DPO: A Hybrid Rejection Sampling and Direct Preference Optimization Method for Alignment of Large Language Models NAACL 2024 SoFA: Shielded On-the-fly Alignment via Priority Rule Following ACL 2024 Spectral Editing of Activations for Large Language Model Alignment NeurIPS 2024 Tool-Augmented Reward Modeling ICLR 2024