conftrace_

personalized language model

6 papers

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Co-occurring keywords · papers mentioning both

parameter-efficient fine-tuning (4) large language model (3) user modeling (2) privacy preservation (2) collaborative user modeling (1) modular component sharing (1) privacy-preserving personalization (1) user behavior pattern (1) personalized adaptation (1) behavior shift handling (1)

Papers

MTA:A Merge-then-Adapt Framework for Personalized Large Language Models ACL 2026 PROPER: A Progressive Learning Framework for Personalized Large Language Models with Group-Level Adaptation ACL 2025 Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning EMNLP 2024 Personalized Pieces: Efficient Personalized Large Language Models through Collaborative Efforts EMNLP 2024 Reference-less Analysis of Context Specificity in Translation with Personalised Language Models COLING 2024 Leveraging Similar Users for Personalized Language Modeling with Limited Data ACL 2022