conftrace_

reward model

276 papers

Explore in graph

Also known as

RM

Co-occurring keywords

large language model (13587) reinforcement learning (4352) reinforcement learning from human feedback (278) language model (4599) preference learning (418) language model alignment (142) reward modeling (164) direct preference optimization (332) human feedback (161) human preference (124)

Papers

Prototypical Reward Network for Data-Efficient RLHF ACL 2024
Multi-Dimensional Optimization for Text Summarization via Reinforcement Learning ACL 2024
Detecting and Preventing Hallucinations in Large Vision Language Models AAAI 2024
BATON: Aligning Text-to-Audio Model Using Human Preference Feedback IJCAI 2024
Reinforcement Learning from Diverse Human Preferences IJCAI 2024
Continual Multi-Objective Reinforcement Learning via Reward Model Rehearsal IJCAI 2024
Bit_numeval at SemEval-2024 Task 7: Enhance Numerical Sensitivity and Reasoning Completeness for Quantitative Understanding NAACL 2024
Fine-Tuning Language Models with Reward Learning on Policy NAACL 2024
Combining Multiple Metrics for Evaluating Retrieval-Augmented Conversations NAACL 2024
Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models NAACL 2024
Is Crowdsourcing Breaking Your Bank? Cost-Effective Fine-Tuning of Pre-trained Language Models with Proximal Policy Optimization COLING 2024
Improving Language Model Reasoning with Self-motivated Learning COLING 2024
Select High-quality Synthetic QA Pairs to Augment Training Data in MRC under the Reward Guidance of Generative Language Models COLING 2024
Prompt-Based Length Controlled Generation with Multiple Control Types ACL 2024
Disentangling Length from Quality in Direct Preference Optimization ACL 2024
Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint ACL 2024
Exploring Domain Robust Lightweight Reward Models based on Router Mechanism ACL 2024
Countering Reward Over-Optimization in LLM with Demonstration-Guided Reinforcement Learning ACL 2024
RePair: Automated Program Repair with Process-based Feedback ACL 2024
Scaling Laws for Reward Model Overoptimization ICML 2023
ImageReward: Learning and Evaluating Human Preferences for Text-to-Image Generation NIPS 2023
Aligning Synthetic Medical Images with Clinical Knowledge using Human Feedback NIPS 2023
Enhancing Generative Retrieval with Reinforcement Learning from Relevance Feedback EMNLP 2023
Critic-Guided Decoding for Controlled Text Generation ACL 2023
HuatuoGPT, Towards Taming Language Model to Be a Doctor EMNLP 2023