conftrace_

preference modeling

103 papers

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Co-occurring keywords · papers mentioning both

large language model (27) reward model (16) reinforcement learning from human feedback (13) preference learning (12) human preference (9) recommender system (9) reward modeling (9) reinforcement learning (8) human feedback (7) language model (6)

Papers

Can LLM be a Personalized Judge? EMNLP 2024 Deep Bayesian Active Learning for Preference Modeling in Large Language Models NeurIPS 2024 Disentangling Length from Quality in Direct Preference Optimization ACL 2024 Dissecting Human and LLM Preferences ACL 2024 GenAI Arena: An Open Evaluation Platform for Generative Models NeurIPS 2024 Group Preference Optimization: Few-Shot Alignment of Large Language Models ICLR 2024 Improving Context-Aware Preference Modeling for Language Models NeurIPS 2024 Improving Discriminative Capability of Reward Models in RLHF Using Contrastive Learning EMNLP 2024 InstructEval: Instruction-Tuned Text Evaluator from Human Preference ACL 2024 Interpretable Preferences via Multi-Objective Reward Modeling and Mixture-of-Experts EMNLP 2024 Learning GAI-Decomposable Utility Models for Multiattribute Decision Making AAAI 2024 Measuring the Inconsistency of Large Language Models in Preferential Ranking ACL 2024 Modular Pluralism: Pluralistic Alignment via Multi-LLM Collaboration EMNLP 2024 Multi-Domain Recommendation to Attract Users via Domain Preference Modeling AAAI 2024 ReMoDetect: Reward Models Recognize Aligned LLM's Generations NeurIPS 2024 Rule Based Rewards for Language Model Safety NeurIPS 2024 Self-Supervised Alignment with Mutual Information: Learning to Follow Principles without Preference Labels NeurIPS 2024 Semi-Supervised Reward Modeling via Iterative Self-Training EMNLP 2024 SoFA: Shielded On-the-fly Alignment via Priority Rule Following ACL 2024 The PRISM Alignment Dataset: What Participatory, Representative and Individualised Human Feedback Reveals About the Subjective and Multicultural Alignment of Large Language Models NeurIPS 2024 Tool-Augmented Reward Modeling ICLR 2024 Transparent and Scrutable Recommendations Using Natural Language User Profiles ACL 2024 UniAR: A Unified model for predicting human Attention and Responses on visual content NeurIPS 2024 User Embedding Model for Personalized Language Prompting EACL 2024 Your Career Path Matters in Person-Job Fit AAAI 2024