conftrace_

human preference alignment

42 papers

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Also known as

HPA

Co-occurring keywords

large language model (13587) reinforcement learning from human feedback (278) reward model (276) human preference (124) direct preference optimization (332) reinforcement learning (4352) diffusion model (3751) text-to-image generation (587) supervised fine-tuning (381) language model (4599)

Papers

Self-Play Fine-tuning of Diffusion Models for Text-to-image Generation NIPS 2024
SpeechAlign: Aligning Speech Generation to Human Preferences NIPS 2024
SafeSora: Towards Safety Alignment of Text2Video Generation via a Human Preference Dataset NIPS 2024
Aligning Diffusion Models by Optimizing Human Utility NIPS 2024
ChiMed-GPT: A Chinese Medical Large Language Model with Full Training Regime and Better Alignment to Human Preferences ACL 2024
One-Shot Safety Alignment for Large Language Models via Optimal Dualization NIPS 2024
DRESS: Instructing Large Vision-Language Models to Align and Interact with Humans via Natural Language Feedback CVPR 2024
Eliminating Biased Length Reliance of Direct Preference Optimization via Down-Sampled KL Divergence EMNLP 2024
AlignSum: Data Pyramid Hierarchical Fine-tuning for Aligning with Human Summarization Preference EMNLP 2024
HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition ACL 2024
Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Models NIPS 2024
PrefPaint: Aligning Image Inpainting Diffusion Model with Human Preference NIPS 2024
Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems EMNLP 2024
Enhancing Alignment using Curriculum Learning & Ranked Preferences EMNLP 2024
Pretraining Language Models with Human Preferences ICML 2023
Deformable Mesh Transformer for 3D Human Mesh Recovery CVPR 2023
trlX: A Framework for Large Scale Open Source RLHF EMNLP 2023