conftrace_

alignment training

16 papers

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large language model (10) model alignment (4) language model alignment (4) instruction following (4) direct preference optimization (4) human preference (3) language model (3) reinforcement learning from human feedback (3) preference alignment (3) preference optimization (2)

Papers

Aligned but Blind: Alignment Increases Implicit Bias by Reducing Awareness of Race ACL 2025 Breach By A Thousand Leaks: Unsafe Information Leakage in 'Safe' AI Responses ICLR 2025 Do Large Language Models Mirror Cognitive Language Processing? COLING 2025 Finding the Sweet Spot: Preference Data Construction for Scaling Preference Optimization ACL 2025 Flaming-hot Initiation with Regular Execution Sampling for Large Language Models NAACL 2025 Following Length Constraints in Instructions EMNLP 2025 Guiding Through Complexity: What Makes Good Supervision for Hard Reasoning Tasks? NAACL 2025 IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization ACL 2025 Model Extrapolation Expedites Alignment ACL 2025 PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment ACL 2025 Aligners: Decoupling LLMs and Alignment EMNLP 2024 Hybrid Alignment Training for Large Language Models ACL 2024 Not Everything is All You Need: Toward Low-Redundant Optimization for Large Language Model Alignment EMNLP 2024 Perplexity-aware Correction for Robust Alignment with Noisy Preferences NeurIPS 2024 RLHF Can Speak Many Languages: Unlocking Multilingual Preference Optimization for LLMs EMNLP 2024 On the Calibration of Large Language Models and Alignment EMNLP 2023