conftrace_

reward model

276 papers

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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

Navigating Noisy Feedback: Enhancing Reinforcement Learning with Error-Prone Language Models EMNLP 2024
On the Limited Generalization Capability of the Implicit Reward Model Induced by Direct Preference Optimization EMNLP 2024
Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems EMNLP 2024
The Accuracy Paradox in RLHF: When Better Reward Models Don’t Yield Better Language Models EMNLP 2024
CharacterEval: A Chinese Benchmark for Role-Playing Conversational Agent Evaluation ACL 2024
On the Relationship between Truth and Political Bias in Language Models EMNLP 2024
Reuse Your Rewards: Reward Model Transfer for Zero-Shot Cross-Lingual Alignment EMNLP 2024
Preference Alignment with Flow Matching NIPS 2024
Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision NIPS 2024
HelpSteer 2: Open-source dataset for training top-performing reward models NIPS 2024
ReMoDetect: Reward Models Recognize Aligned LLM's Generations NIPS 2024
T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback NIPS 2024
RewriteLM: An Instruction-Tuned Large Language Model for Text Rewriting AAAI 2024
Adversarial Preference Optimization: Enhancing Your Alignment via RM-LLM Game ACL 2024
Aligning Large Language Models by On-Policy Self-Judgment ACL 2024
Improving Machine Translation with Human Feedback: An Exploration of Quality Estimation as a Reward Model NAACL 2024
ESRL: Efficient Sampling-Based Reinforcement Learning for Sequence Generation AAAI 2024
Using Human Feedback to Fine-tune Diffusion Models without Any Reward Model CVPR 2024
KAUCUS - Knowledgeable User Simulators for Training Large Language Models EACL 2024
DogeRM: Equipping Reward Models with Domain Knowledge through Model Merging EMNLP 2024
Sing it, Narrate it: Quality Musical Lyrics Translation EMNLP 2024
Multimodal Large Language Models Make Text-to-Image Generative Models Align Better NIPS 2024
Regularizing Hidden States Enables Learning Generalizable Reward Model for LLMs NIPS 2024
PrefPaint: Aligning Image Inpainting Diffusion Model with Human Preference NIPS 2024
Mitigating Reward Overoptimization via Lightweight Uncertainty Estimation NIPS 2024