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← Learning Types
Machine Learning
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Learning Types
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Personalization
14 papers
Papers per year
2014: 1
1
2019: 1
1
2021: 2
2
2023: 2
2
2024: 2
2
2025: 3
3
2026: 3
3
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
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