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Preference Learning

13 directly classified papers

Papers per year

Papers

Image Difference Captioning via Adversarial Preference Optimization EMNLP 2025
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
Aligning Large Language Models with Implicit Preferences from User-Generated Content ACL 2025
Advancing Zero-shot Text-to-Speech Intelligibility across Diverse Domains via Preference Alignment ACL 2025
TOREE: Evaluating Topic Relevance of Student Essays for Chinese Primary and Middle School Education ACL 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
Improving Attributed Text Generation of Large Language Models via Preference Learning ACL 2024
Be Helpful but Don’t Talk too Much - Enhancing Helpfulness in Conversations through Relevance in Multi-Turn Emotional Support EMNLP 2024