{"total":44,"rows":[{"id":"2302.00487","title":"A Comprehensive Survey of Continual Learning: Theory, Method and Application","created":"2023-01-31","cited_by_count":872,"area":null},{"id":"2302.03241","title":"Continual Pre-training of Language Models","created":"2023-02-07","cited_by_count":198,"area":null},{"id":"2301.12314","title":"Progressive Prompts: Continual Learning for Language Models","created":"2023-01-29","cited_by_count":197,"area":null},{"id":"2112.09153","title":"An Empirical Investigation of the Role of Pre-training in Lifelong Learning","created":"2021-12-16","cited_by_count":134,"area":null},{"id":"2110.08534","title":"Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora","created":"2021-10-16","cited_by_count":115,"area":null},{"id":"2112.02706","title":"Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning","created":"2021-12-05","cited_by_count":91,"area":null},{"id":"2104.05489","title":"Continual Learning for Text Classification with Information Disentanglement Based Regularization","created":"2021-04-12","cited_by_count":86,"area":null},{"id":"2211.12701","title":"Continual Learning of Natural Language Processing Tasks: A Survey","created":"2022-11-23","cited_by_count":83,"area":null},{"id":"2403.11435","title":"InsCL: A Data-efficient Continual Learning Paradigm for Fine-tuning Large Language Models with Instructions","created":"2024-03-18","cited_by_count":58,"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":"2203.04640","title":"Memory Efficient Continual Learning with Transformers","created":"2022-03-09","cited_by_count":43,"area":null},{"id":"2205.12673","title":"InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning","created":"2022-05-25","cited_by_count":39,"area":null},{"id":"2104.08808","title":"Learn Continually, Generalize Rapidly: Lifelong Knowledge Accumulation for Few-shot Learning","created":"2021-04-18","cited_by_count":35,"area":null},{"id":"2212.09744","title":"DSI++: Updating Transformer Memory with New Documents","created":"2022-12-19","cited_by_count":35,"area":null},{"id":"2210.05549","title":"Continual Training of Language Models for Few-Shot Learning","created":"2022-10-11","cited_by_count":33,"area":null},{"id":"2203.10652","title":"Continual Sequence Generation with Adaptive Compositional Modules","created":"2022-03-20","cited_by_count":31,"area":null},{"id":"2404.07470","title":"Scalable Language Model with Generalized Continual Learning","created":"2024-04-11","cited_by_count":28,"area":null},{"id":"2205.01500","title":"Meta Learning for Natural Language Processing: A Survey","created":"2022-05-03","cited_by_count":26,"area":null},{"id":"2108.12641","title":"Prototype-Guided Memory Replay for Continual Learning","created":"2021-08-28","cited_by_count":19,"area":null},{"id":"2206.14085","title":"Continual Learning with Transformers for Image Classification","created":"2022-06-28","cited_by_count":17,"area":null},{"id":"2103.13678","title":"Pruning-then-Expanding Model for Domain Adaptation of Neural Machine Translation","created":"2021-03-25","cited_by_count":15,"area":null},{"id":"2407.20999","title":"MoFO: Momentum-Filtered Optimizer for Mitigating Forgetting in LLM Fine-Tuning","created":"2024-07-30","cited_by_count":14,"area":null},{"id":"2203.11720","title":"Continuous Detection, Rapidly React: Unseen Rumors Detection based on Continual Prompt-Tuning","created":"2022-03-16","cited_by_count":12,"area":null},{"id":"2311.05241","title":"When Meta-Learning Meets Online and Continual Learning: A Survey","created":"2023-11-09","cited_by_count":12,"area":null},{"id":"2303.01081","title":"Can BERT Refrain from Forgetting on Sequential Tasks? A Probing Study","created":"2023-03-02","cited_by_count":11,"area":null},{"id":"2408.09053","title":"Learning to Route for Dynamic Adapter Composition in Continual Learning with Language Models","created":"2024-08-16","cited_by_count":11,"area":null},{"id":"2404.14607","title":"Q-Tuning: Queue-based Prompt Tuning for Lifelong Few-shot Language Learning","created":"2024-04-22","cited_by_count":9,"area":null},{"id":"2410.17018","title":"Exploring Forgetting in Large Language Model Pre-Training","created":"2024-10-22","cited_by_count":9,"area":null},{"id":"2406.09384","title":"Reflecting on the State of Rehearsal-free Continual Learning with Pretrained Models","created":"2024-06-13","cited_by_count":8,"area":null},{"id":"2310.09436","title":"Sub-network Discovery and Soft-masking for Continual Learning of Mixed Tasks","created":"2023-10-13","cited_by_count":7,"area":null},{"id":"2210.00940","title":"How Relevant is Selective Memory Population in Lifelong Language Learning?","created":"2022-10-03","cited_by_count":6,"area":null},{"id":"2407.15429","title":"Learning at a Glance: Towards Interpretable Data-limited Continual Semantic Segmentation via Semantic-Invariance Modelling","created":"2024-07-22","cited_by_count":6,"area":null},{"id":"2311.03732","title":"Learning to Learn for Few-shot Continual Active Learning","created":"2023-11-07","cited_by_count":5,"area":null},{"id":"2412.15479","title":"Continual Learning Using Only Large Language Model Prompting","created":"2024-12-20","cited_by_count":5,"area":null},{"id":"2205.10857","title":"RVAE-LAMOL: Residual Variational Autoencoder to Enhance Lifelong Language Learning","created":"2022-05-22","cited_by_count":4,"area":null},{"id":"2104.08775","title":"Dynamically Addressing Unseen Rumor via Continual Learning","created":"2021-04-18","cited_by_count":3,"area":null},{"id":"2309.16905","title":"Towards a Unified Framework for Adaptable Problematic Content Detection via Continual Learning","created":"2023-09-29","cited_by_count":2,"area":null},{"id":"2504.03931","title":"NAACL2025 Tutorial: Adaptation of Large Language Models","created":"2025-04-04","cited_by_count":2,"area":null},{"id":"2308.02121","title":"Model Provenance via Model DNA","created":"2023-08-04","cited_by_count":1,"area":null},{"id":"2311.06493","title":"L3 Ensembles: Lifelong Learning Approach for Ensemble of Foundational Language Models","created":"2023-11-11","cited_by_count":1,"area":null},{"id":"2402.10063","title":"Balancing the Causal Effects in Class-Incremental Learning","created":"2024-02-15","cited_by_count":1,"area":null},{"id":"2507.14725","title":"GRID: Scaling Task-Agnostic Inference in Continual Prompt Tuning","created":"2025-07-19","cited_by_count":1,"area":null},{"id":"2401.15973","title":"Sample Weight Estimation Using Meta-Updates for Online Continual Learning","created":"2024-01-29","cited_by_count":0,"area":null},{"id":"2505.20933","title":"Information-Theoretic Complementary Prompts for Improved Continual Text Classification","created":"2025-05-27","cited_by_count":0,"area":null}],"next_cursor":null}