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Reinforcement Learning from Human Feedback

90 directly classified papers

Papers per year

Papers

SudoLM: Learning Access Control of Parametric Knowledge with Authorization Alignment ACL 2025
FocalPO: Enhancing Preference Optimizing by Focusing on Correct Preference Rankings ACL 2025
CareBot: A Pioneering Full-Process Open-Source Medical Language Model AAAI 2025
From Lists to Emojis: How Format Bias Affects Model Alignment ACL 2025
T-REG: Preference Optimization with Token-Level Reward Regularization ACL 2025
PKU-SafeRLHF: Towards Multi-Level Safety Alignment for LLMs with Human Preference ACL 2025
Sequential Preference Optimization: Multi-Dimensional Preference Alignment with Implicit Reward Modeling AAAI 2025
SEAL: Systematic Error Analysis for Value ALignment AAAI 2025
Debate Helps Weak-to-Strong Generalization AAAI 2025
AGFSync: Leveraging AI-Generated Feedback for Preference Optimization in Text-to-Image Generation AAAI 2025
Data with High and Consistent Preference Difference Are Better for Reward Model AAAI 2025
Self-Evolutionary Large Language Models Through Uncertainty-Enhanced Preference Optimization AAAI 2025
Stream Aligner: Efficient Sentence-Level Alignment via Distribution Induction AAAI 2025
Multi-perspective Alignment for Increasing Naturalness in Neural Machine Translation ACL 2025
Intuitive Fine-Tuning: Towards Simplifying Alignment into a Single Process ACL 2025
Binary Classifier Optimization for Large Language Model Alignment ACL 2025
Whose Boat Does it Float? Improving Personalization in Preference Tuning via Inferred User Personas ACL 2025
FloorPlan-LLaMa: Aligning Architects’ Feedback and Domain Knowledge in Architectural Floor Plan Generation ACL 2025
GenderAlign: An Alignment Dataset for Mitigating Gender Bias in Large Language Models ACL 2025
SDPO: Segment-Level Direct Preference Optimization for Social Agents ACL 2025
FRACTAL: Fine-Grained Scoring from Aggregate Text Labels ACL 2025
HAF-RM: A Hybrid Alignment Framework for Reward Model Training ACL 2025
DiffPO: Diffusion-styled Preference Optimization for Inference Time Alignment of Large Language Models ACL 2025
IPO: Your Language Model is Secretly a Preference Classifier ACL 2025
The ShareLM Collection and Plugin: Contributing Human-Model Chats for the Benefit of the Community ACL 2025