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

Multi-Attribute Steering of Language Models via Targeted Intervention ACL 2025
Correcting Large Language Model Behavior via Influence Function AAAI 2025
Preference-Oriented Supervised Fine-Tuning: Favoring Target Model over Aligned Large Language Models AAAI 2025
Enhancing Machine Translation with Self-Supervised Preference Data ACL 2025
Rethinking Diverse Human Preference Learning through Principal Component Analysis ACL 2025
Token-Aware Editing of Internal Activations for Large Language Model Alignment EMNLP 2025
Improve LLM-as-a-Judge Ability as a General Ability EMNLP 2025
Reward Model Perspectives: Whose Opinions Do Reward Models Reward? EMNLP 2025
Nudging: Inference-time Alignment of LLMs via Guided Decoding ACL 2025
HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models ACL 2025
Applying RLAIF for Code Generation with API-usage in Lightweight LLMs ACL 2024
Panacea: Pareto Alignment via Preference Adaptation for LLMs NIPS 2024
Enhancing Multiple Dimensions of Trustworthiness in LLMs via Sparse Activation Control NIPS 2024
BoNBoN Alignment for Large Language Models and the Sweetness of Best-of-n Sampling NIPS 2024
Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Models NIPS 2024
Questioning the Survey Responses of Large Language Models NIPS 2024
CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses NIPS 2024
Alignment for Honesty NIPS 2024
Spectral Editing of Activations for Large Language Model Alignment NIPS 2024
A Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment Techniques ACL 2024
Direct Large Language Model Alignment Through Self-Rewarding Contrastive Prompt Distillation ACL 2024
InstructEval: Towards Holistic Evaluation of Instruction-Tuned Large Language Models EACL 2024
Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models EMNLP 2024
VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment EMNLP 2024
Aligning Large Language Models with Diverse Political Viewpoints EMNLP 2024