{"total":15,"rows":[{"id":"2404.16789","title":"Continual Learning of Large Language Models: A Comprehensive Survey","created":"2024-04-25","cited_by_count":234,"area":null},{"id":"2402.01364","title":"Continual Learning for Large Language Models: A Survey","created":"2024-02-02","cited_by_count":147,"area":null},{"id":"2403.08763","title":"Simple and Scalable Strategies to Continually Pre-train Large Language Models","created":"2024-03-13","cited_by_count":127,"area":null},{"id":"2406.06391","title":"Towards Lifelong Learning of Large Language Models: A Survey","created":"2024-06-10","cited_by_count":64,"area":null},{"id":"2305.09955","title":"Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models","created":"2023-05-17","cited_by_count":46,"area":null},{"id":"2405.18653","title":"Recent Advances of Foundation Language Models-based Continual Learning: A Survey","created":"2024-05-28","cited_by_count":46,"area":null},{"id":"2407.09435","title":"MUSCLE: A Model Update Strategy for Compatible LLM Evolution","created":"2024-07-12","cited_by_count":15,"area":null},{"id":"2503.20110","title":"Efficient Model Development through Fine-tuning Transfer","created":"2025-03-25","cited_by_count":6,"area":null},{"id":"2506.01872","title":"Is Extending Modality The Right Path Towards Omni-Modality?","created":"2025-06-02","cited_by_count":5,"area":null},{"id":"2506.06844","title":"Adapt Once, Thrive with Updates: Transferable Parameter-Efficient Fine-Tuning on Evolving Base Models","created":"2025-06-07","cited_by_count":5,"area":null},{"id":"2505.13515","title":"LoRASuite: Efficient LoRA Adaptation Across Large Language Model Upgrades","created":"2025-05-17","cited_by_count":4,"area":null},{"id":"2509.20612","title":"Policy Compatible Skill Incremental Learning via Lazy Learning Interface","created":"2025-09-24","cited_by_count":3,"area":null},{"id":"2307.05741","title":"Towards Robust and Efficient Continual Language Learning","created":"2023-07-11","cited_by_count":2,"area":null},{"id":"2508.03571","title":"Tackling Distribution Shift in LLM via KILO: Knowledge-Instructed Learning for Continual Adaptation","created":"2025-08-05","cited_by_count":1,"area":null},{"id":"2606.02606","title":"ReLoRA: Knowledge-Reusing Adaptation for Fast Rollout of Evolving LLM Services","created":"2026-05-23","cited_by_count":0,"area":null}],"next_cursor":null}