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Personalization

14 papers

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Papers

ExPerT: Personalizing LLM Responses to Users’ Domain Expertise via Query-Wise Semantic and Keystroke Behavioral Cues ACL 2026
When Personalization Legitimizes Risks: Uncovering Safety Vulnerabilities in Personalized Dialogue Agents ACL 2026
Preference Heads in Large Language Models: A Mechanistic Framework for Interpretable Personalization ACL 2026
PersonaBench: Evaluating AI Models on Understanding Personal Information through Accessing (Synthetic) Private User Data ACL 2025
LaMP-QA: A Benchmark for Personalized Long-form Question Answering EMNLP 2025
Can Large Language Models Personalize Dialogues to Generational Styles? EMNLP 2025
Federated Learning over Connected Modes NIPS 2024
Personal Large Language Model Agents: A Case Study on Tailored Travel Planning EMNLP 2024
Dynamic Personalized Federated Learning with Adaptive Differential Privacy NIPS 2023
Learning Retrieval Augmentation for Personalized Dialogue Generation EMNLP 2023
Improving the Performance-Compatibility Tradeoff with Personalized Objective Functions AAAI 2021
Refocusing on Relevance: Personalization in NLG EMNLP 2021
iSplit LBI: Individualized Partial Ranking with Ties via Split LBI NIPS 2019
Gesture Recognition Portfolios for Personalization CVPR 2014