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

Refuse Whenever You Feel Unsafe: Improving Safety in LLMs via Decoupled Refusal Training ACL 2025
Advancing Oversight Reasoning across Languages for Audit Sycophantic Behaviour via X-Agent EMNLP 2025
Binary Classifier Optimization for Large Language Model Alignment ACL 2025
Improving Reward Models with Synthetic Critiques NAACL 2025
Aligning Black-box Language Models with Human Judgments NAACL 2025
Personality Vector: Modulating Personality of Large Language Models by Model Merging EMNLP 2025
OpenRLHF: A Ray-based Easy-to-use, Scalable and High-performance RLHF Framework EMNLP 2025
Memorization: A Close Look at Books ACL 2025
COVER: Context-Driven Over-Refusal Verification in LLMs ACL 2025
Annotation-Efficient Language Model Alignment via Diverse and Representative Response Texts EMNLP 2025
Neurons to Words: A Novel Method for Automated Neural Network Interpretability and Alignment AAAI 2025
Self-Evolutionary Large Language Models Through Uncertainty-Enhanced Preference Optimization AAAI 2025
Better Aligned with Survey Respondents or Training Data? Unveiling Political Leanings of LLMs on U.S. Supreme Court Cases ACL 2025
MAIN: Mutual Alignment Is Necessary for instruction tuning EMNLP 2025
LLaVA-Critic: Learning to Evaluate Multimodal Models CVPR 2025
PLeaS - Merging Models with Permutations and Least Squares CVPR 2025
Too Helpful, Too Harmless, Too Honest or Just Right? EMNLP 2025
FocalPO: Enhancing Preference Optimizing by Focusing on Correct Preference Rankings ACL 2025
When Big Models Train Small Ones: Label-Free Model Parity Alignment for Efficient Visual Question Answering using Small VLMs EMNLP 2025
Comparing Bad Apples to Good Oranges Aligning Large Language Models via Joint Preference Optimization ACL 2025
Diff2Flow: Training Flow Matching Models via Diffusion Model Alignment CVPR 2025
Bridge-Coder: Transferring Model Capabilities from High-Resource to Low-Resource Programming Language ACL 2025
Improve LLM-as-a-Judge Ability as a General Ability EMNLP 2025
Focused-DPO: Enhancing Code Generation Through Focused Preference Optimization on Error-Prone Points ACL 2025
SCANS: Mitigating the Exaggerated Safety for LLMs via Safety-Conscious Activation Steering AAAI 2025