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Preference Learning

36 papers

Papers per year

5
8
23

Papers

EAGLE: Expert-Guided Self-Enhancement for Preference Alignment in Pathology Large Vision-Language Model ACL 2025
Personal Travel Solver: A Preference-Driven LLM-Solver System for Travel Planning ACL 2025
Counterspeech the ultimate shield! Multi-Conditioned Counterspeech Generation through Attributed Prefix Learning ACL 2025
CheXalign: Preference fine-tuning in chest X-ray interpretation models without human feedback ACL 2025
AbsVis – Benchmarking How Humans and Vision-Language Models “See” Abstract Concepts in Images EMNLP 2025
Image Difference Captioning via Adversarial Preference Optimization EMNLP 2025
Improving Attributed Text Generation of Large Language Models via Preference Learning ACL 2024
TOREE: Evaluating Topic Relevance of Student Essays for Chinese Primary and Middle School Education ACL 2024
Be Helpful but Don’t Talk too Much - Enhancing Helpfulness in Conversations through Relevance in Multi-Turn Emotional Support EMNLP 2024
Model-based Preference Optimization in Abstractive Summarization without Human Feedback EMNLP 2024
Margin Matching Preference Optimization: Enhanced Model Alignment with Granular Feedback EMNLP 2024