conftrace_

reinforcement learning from human feedback

278 papers

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Co-occurring keywords

large language model (13587) reward model (276) reinforcement learning (4352) direct preference optimization (332) language model alignment (142) reward modeling (164) human feedback (161) preference learning (418) model alignment (226) language model (4599)

Papers

PaTaRM: Bridging Pairwise and Pointwise Signals via Preference-Aware Task-Adaptive Reward Modeling ACL 2026
SharedRep-RLHF: A Shared Representation Approach to RLHF with Diverse Preferences AAAI 2026
Cost-Minimized Label-Flipping Poisoning Attack to LLM Alignment AAAI 2026
Conformal Feedback Alignment: Quantifying Answer-Level Reliability for Robust LLM Alignment EACL 2026
Enhancing Persona Consistency for LLMs’ Role-Playing using Persona-Aware Contrastive Learning ACL 2025
An Evolutionary Perspective on AI Alignment (Student Abstract) AAAI 2025
Improve LLM-as-a-Judge Ability as a General Ability EMNLP 2025
SEAL: Systematic Error Analysis for Value ALignment AAAI 2025
CareBot: A Pioneering Full-Process Open-Source Medical Language Model AAAI 2025
Removing Prompt-template Bias in Reinforcement Learning from Human Feedback ACL 2025
Igniting Creative Writing in Small Language Models: LLM-as-a-Judge versus Multi-Agent Refined Rewards EMNLP 2025
RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data AAAI 2025
Alleviating Shifted Distribution in Human Preference Alignment through Meta-Learning AAAI 2025
Adversarial Preference Learning for Robust LLM Alignment ACL 2025
DUO: Diverse, Uncertain, On-Policy Query Generation and Selection for Reinforcement Learning from Human Feedback AAAI 2025
Radiology Report Generation via Multi-objective Preference Optimization AAAI 2025
Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems ACL 2025
RLHF Algorithms Ranked: An Extensive Evaluation Across Diverse Tasks, Rewards, and Hyperparameters EMNLP 2025
OpenRLHF: A Ray-based Easy-to-use, Scalable and High-performance RLHF Framework EMNLP 2025
DialogDraw: Image Generation and Editing System Based on Multi-Turn Dialogue AAAI 2025
Developing LLM-Powered Trustworthy Agents for Personalized Learning Support AAAI 2025
Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF JMLR 2025
MPPO: Multi Pair-wise Preference Optimization for LLMs with Arbitrary Negative Samples COLING 2025
Multi-perspective Preference Alignment of LLMs for Programming-Community Question Answering COLING 2025
Aligning to What? Limits to RLHF Based Alignment NAACL 2025