← Learning Types
Machine Learning › Learning Types ›

Reinforcement Learning from Human Feedback

129 directly classified papers

Papers per year

Papers

Comparing Bad Apples to Good Oranges Aligning Large Language Models via Joint Preference Optimization ACL 2025
CARMO: Dynamic Criteria Generation for Context Aware Reward Modelling ACL 2025
Arbiters of Ambivalence: Challenges of using LLMs in No-Consensus tasks ACL 2025
LookAlike: Consistent Distractor Generation in Math MCQs ACL 2025
BLCU-ICALL at BEA 2025 Shared Task: Multi-Strategy Evaluation of AI Tutors ACL 2025
FactAlign: Long-form Factuality Alignment of Large Language Models EMNLP 2024
On the Relationship between Truth and Political Bias in Language Models EMNLP 2024
Improving Context-Aware Preference Modeling for Language Models NIPS 2024
Self-supervised Preference Optimization: Enhance Your Language Model with Preference Degree Awareness EMNLP 2024
Unintended Impacts of LLM Alignment on Global Representation ACL 2024
The Language Barrier: Dissecting Safety Challenges of LLMs in Multilingual Contexts ACL 2024
LIRE: listwise reward enhancement for preference alignment ACL 2024
Disentangling Length from Quality in Direct Preference Optimization ACL 2024
Teaching Language Models to Self-Improve by Learning from Language Feedback ACL 2024
ALaRM: Align Language Models via Hierarchical Rewards Modeling ACL 2024
Exploring Domain Robust Lightweight Reward Models based on Router Mechanism ACL 2024
Evaluating Large Language Model Biases in Persona-Steered Generation ACL 2024
Direct Preference Optimization with an Offset ACL 2024
Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization ACL 2024
Reasons to Reject? Aligning Language Models with Judgments ACL 2024
Diffusion Model Alignment Using Direct Preference Optimization CVPR 2024
The Accuracy Paradox in RLHF: When Better Reward Models Don’t Yield Better Language Models EMNLP 2024
VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment EMNLP 2024
WPO: Enhancing RLHF with Weighted Preference Optimization EMNLP 2024
LIONs: An Empirically Optimized Approach to Align Language Models EMNLP 2024