model alignment

Measuring memorization in RLHF for code completion ICLR 2025 Measuring Sycophancy of Language Models in Multi-turn Dialogues EMNLP 2025 Memorization: A Close Look at Books ACL 2025 Merger-as-a-Stealer: Stealing Targeted PII from Aligned LLMs with Model Merging EMNLP 2025 MidPO: Dual Preference Optimization for Safety and Helpfulness in Large Language Models via a Mixture of Experts Framework EMNLP 2025 Modality-Fair Preference Optimization for Trustworthy MLLM Alignment IJCAI 2025 More RLHF, More Trust? On The Impact of Preference Alignment On Trustworthiness ICLR 2025 MTQ-Eval: Multilingual Text Quality Evaluation for Language Models IJCNLP 2025 Multi-Attribute Steering of Language Models via Targeted Intervention ACL 2025 Multi-lingual Multi-turn Automated Red Teaming for LLMs NAACL 2025 Multi-Reference Preference Optimization for Large Language Models AAAI 2025 Neurons to Words: A Novel Method for Automated Neural Network Interpretability and Alignment AAAI 2025 Nudging: Inference-time Alignment of LLMs via Guided Decoding ACL 2025 On a Connection Between Imitation Learning and RLHF ICLR 2025 On Weaponization-Resistant Large Language Models with Prospect Theoretic Alignment COLING 2025 OpenRLHF: A Ray-based Easy-to-use, Scalable and High-performance RLHF Framework EMNLP 2025 ParamΔ for Direct Mixing: Post-Train Large Language Model At Zero Cost ICLR 2025 Personality Vector: Modulating Personality of Large Language Models by Model Merging EMNLP 2025 PLeaS - Merging Models with Permutations and Least Squares CVPR 2025 Pointing to a Llama and Call it a Camel: On the Sycophancy of Multimodal Large Language Models EMNLP 2025 PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment ACL 2025 Preference-Oriented Supervised Fine-Tuning: Favoring Target Model over Aligned Large Language Models AAAI 2025 Probabilistic Aggregation and Targeted Embedding Optimization for Collective Moral Reasoning in Large Language Models ACL 2025 Refuse Whenever You Feel Unsafe: Improving Safety in LLMs via Decoupled Refusal Training ACL 2025 Rethinking Diverse Human Preference Learning through Principal Component Analysis ACL 2025