conftrace_

human preference alignment

42 papers

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Also known as

HPA

Co-occurring keywords

large language model (13587) reinforcement learning from human feedback (278) reward model (276) human preference (124) direct preference optimization (332) reinforcement learning (4352) diffusion model (3751) text-to-image generation (587) supervised fine-tuning (381) language model (4599)

Papers

Benchmarking Direct Preference Optimization for Medical Large Vision–Language Models EACL 2026
AdaJudge: Adaptive Multi-Perspective Judging for Reward Modeling ACL 2026
Putting HUMANS first: Efficient LAM Evaluation with Human Preference Alignment ACL 2026
Omni-RewardBench: Toward a Comprehensive Evaluation of Generative Reward Models Across Modalities ACL 2026
Teach a Reward Model to Correct Itself: Reward Guided Adversarial Failure Discovery for Robust Reward Modeling ACL 2026
Northeastern Uni at Multilingual Counterspeech Generation: Enhancing Counter Speech Generation with LLM Alignment through Direct Preference Optimization COLING 2025
Alleviating Shifted Distribution in Human Preference Alignment through Meta-Learning AAAI 2025
Generalizing Alignment Paradigm of Text-to-Image Generation with Preferences Through f-Divergence Minimization AAAI 2025
Is my Meeting Summary Good? Estimating Quality with a Multi-LLM Evaluator COLING 2025
DreamAlign: Dynamic Text-to-3D Optimization with Human Preference Alignment AAAI 2025
OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference ACL 2025
Shallow Preference Signals: Large Language Model Aligns Even Better with Truncated Data? ACL 2025
Co-Eval: Augmenting LLM-based Evaluation with Machine Metrics EMNLP 2025
Sequential Preference Optimization: Multi-Dimensional Preference Alignment with Implicit Reward Modeling AAAI 2025
StoryLLaVA: Enhancing Visual Storytelling with Multi-Modal Large Language Models COLING 2025
RLHF Algorithms Ranked: An Extensive Evaluation Across Diverse Tasks, Rewards, and Hyperparameters EMNLP 2025
CodeArena: Evaluating and Aligning CodeLLMs on Human Preference EMNLP 2025
Curriculum Direct Preference Optimization for Diffusion and Consistency Models CVPR 2025
Multimodal LLMs as Customized Reward Models for Text-to-Image Generation ICCV 2025
TablePilot: Recommending Human-Preferred Tabular Data Analysis with Large Language Models ACL 2025
Capturing Nuanced Preferences: Preference-Aligned Distillation for Small Language Models ACL 2025
Online Iterative Self-Alignment for Radiology Report Generation ACL 2025
Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation CVPR 2025
RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data AAAI 2025
ALERT: An LLM-powered Benchmark for Automatic Evaluation of Recommendation Explanations NAACL 2025