preference alignment

142 papers

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Also known as

DPO

Co-occurring keywords

large language model (12755) direct preference optimization (317) reinforcement learning from human feedback (261) reinforcement learning (4122) reward model (251) reward modeling (159) preference optimization (273) language model alignment (142) instruction tuning (810) language model (4573)

Papers

Learning to Paraphrase for Alignment with LLM Preference EMNLP 2024

Interpretable Preferences via Multi-Objective Reward Modeling and Mixture-of-Experts EMNLP 2024

Preference Alignment with Flow Matching NIPS 2024

MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models NIPS 2024

SoFA: Shielded On-the-fly Alignment via Priority Rule Following ACL 2024

DiffAgent: Fast and Accurate Text-to-Image API Selection with Large Language Model CVPR 2024

Is Preference Alignment Always the Best Option to Enhance LLM-Based Translation? An Empirical Analysis EMNLP 2024

Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems EMNLP 2024

Foundational Autoraters: Taming Large Language Models for Better Automatic Evaluation EMNLP 2024

Cooperation and Control in Delegation Games IJCAI 2024

Biomedical Visual Instruction Tuning with Clinician Preference Alignment NIPS 2024

FedLLM-Bench: Realistic Benchmarks for Federated Learning of Large Language Models NIPS 2024

SaulLM-54B & SaulLM-141B: Scaling Up Domain Adaptation for the Legal Domain NIPS 2024

Towards Boosting the Open-Domain Chatbot with Human Feedback ACL 2023

Tuna: Instruction Tuning using Feedback from Large Language Models EMNLP 2023

Aligning Language Models with Preferences through $f$-divergence Minimization ICML 2023

A Multi-objective / Multi-task Learning Framework Induced by Pareto Stationarity ICML 2022