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

Aligners: Decoupling LLMs and Alignment EMNLP 2024
Diffusion Model Alignment Using Direct Preference Optimization CVPR 2024
HelpSteer 2: Open-source dataset for training top-performing reward models NIPS 2024
Efficient Adversarial Training in LLMs with Continuous Attacks NIPS 2024
Aligning Diffusion Models by Optimizing Human Utility NIPS 2024
Multi-LLM Debate: Framework, Principals, and Interventions NIPS 2024
Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization NIPS 2024
Geometric-Averaged Preference Optimization for Soft Preference Labels NIPS 2024
Boosting Alignment for Post-Unlearning Text-to-Image Generative Models NIPS 2024
Red Teaming Visual Language Models ACL 2024
Dissecting Human and LLM Preferences ACL 2024
Unintended Impacts of LLM Alignment on Global Representation ACL 2024
A Grounded Preference Model for LLM Alignment ACL 2024
The Accuracy Paradox in RLHF: When Better Reward Models Don’t Yield Better Language Models EMNLP 2024
Advancing Adversarial Suffix Transfer Learning on Aligned Large Language Models EMNLP 2024
RLHF Can Speak Many Languages: Unlocking Multilingual Preference Optimization for LLMs EMNLP 2024
Holistic Automated Red Teaming for Large Language Models through Top-Down Test Case Generation and Multi-turn Interaction EMNLP 2024
Filtered Direct Preference Optimization EMNLP 2024
TS-Align: A Teacher-Student Collaborative Framework for Scalable Iterative Finetuning of Large Language Models EMNLP 2024
Better Alignment with Instruction Back-and-Forth Translation EMNLP 2024
Margin Matching Preference Optimization: Enhanced Model Alignment with Granular Feedback EMNLP 2024
Preference Alignment with Flow Matching NIPS 2024
Improving Alignment and Robustness with Circuit Breakers NIPS 2024
BATON: Aligning Text-to-Audio Model Using Human Preference Feedback IJCAI 2024
Entity Embellishment Mitigation in LLMs Output with Noisy Synthetic Dataset for Alignment COLING 2024