{"total":64,"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":"2404.16789","title":"Continual Learning of Large Language Models: A Comprehensive Survey","created":"2024-04-25","cited_by_count":234,"area":null},{"id":"2303.05118","title":"SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model","created":"2023-03-09","cited_by_count":180,"area":null},{"id":"2205.12393","title":"Fine-tuned Language Models are Continual Learners","created":"2022-05-24","cited_by_count":156,"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":"2312.06795","title":"Model Breadcrumbs: Scaling Multi-Task Model Merging with Sparse Masks","created":"2023-12-11","cited_by_count":133,"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":"2404.14851","title":"From Matching to Generation: A Survey on Generative Information Retrieval","created":"2024-04-23","cited_by_count":89,"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":"2311.11908","title":"Continual Learning: Applications and the Road Forward","created":"2023-11-20","cited_by_count":59,"area":null},{"id":"2402.17400","title":"Investigating Continual Pretraining in Large Language Models: Insights and Implications","created":"2024-02-27","cited_by_count":57,"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":"2406.01375","title":"D-CPT Law: Domain-specific Continual Pre-Training Scaling Law for Large Language Models","created":"2024-06-03","cited_by_count":41,"area":null},{"id":"2308.10328","title":"A Comprehensive Empirical Evaluation on Online Continual Learning","created":"2023-08-20","cited_by_count":24,"area":null},{"id":"2407.17467","title":"CMR Scaling Law: Predicting Critical Mixture Ratios for Continual Pre-training of Language Models","created":"2024-07-24","cited_by_count":23,"area":null},{"id":"2405.17830","title":"More Than Catastrophic Forgetting: Integrating General Capabilities For Domain-Specific LLMs","created":"2024-05-28","cited_by_count":21,"area":null},{"id":"2410.00487","title":"Self-Updatable Large Language Models by Integrating Context into Model Parameters","created":"2024-10-01","cited_by_count":21,"area":null},{"id":"2401.08350","title":"Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models","created":"2024-01-16","cited_by_count":17,"area":null},{"id":"2506.03320","title":"The Future of Continual Learning in the Era of Foundation Models: Three Key Directions","created":"2025-06-03","cited_by_count":17,"area":null},{"id":"2304.00933","title":"Knowledge Accumulation in Continually Learned Representations and the Issue of Feature Forgetting","created":"2023-04-03","cited_by_count":16,"area":null},{"id":"2409.13265","title":"Towards LifeSpan Cognitive Systems","created":"2024-09-20","cited_by_count":13,"area":null},{"id":"2410.01188","title":"Gold Panning in Vocabulary: An Adaptive Method for Vocabulary Expansion of Domain-Specific LLMs","created":"2024-10-02","cited_by_count":12,"area":null},{"id":"2410.18808","title":"Delving into the Reversal Curse: How Far Can Large Language Models Generalize?","created":"2024-10-24","cited_by_count":11,"area":null},{"id":"2301.12467","title":"Continual Learning for Predictive Maintenance: Overview and Challenges","created":"2023-01-29","cited_by_count":10,"area":null},{"id":"2408.08295","title":"SLCA++: Unleash the Power of Sequential Fine-tuning for Continual Learning with Pre-training","created":"2024-08-15","cited_by_count":10,"area":null},{"id":"2502.09642","title":"Krutrim LLM: Multilingual Foundational Model for over a Billion People","created":"2025-02-10","cited_by_count":10,"area":null},{"id":"2602.03702","title":"Anytime Pretraining: Horizon-Free Learning-Rate Schedules with Weight Averaging","created":"2026-02-03","cited_by_count":10,"area":null},{"id":"2508.09115","title":"SinLlama -- A Large Language Model for Sinhala","created":"2025-08-12","cited_by_count":9,"area":null},{"id":"2410.09218","title":"Continual Learning with Neuromorphic Computing: Foundations, Methods, and Emerging Applications","created":"2024-10-11","cited_by_count":8,"area":null},{"id":"2502.12598","title":"Bring Your Own Knowledge: A Survey of Methods for LLM Knowledge Expansion","created":"2025-02-18","cited_by_count":8,"area":null},{"id":"2405.18069","title":"An Empirical Analysis of Forgetting in Pre-trained Models with Incremental Low-Rank Updates","created":"2024-05-28","cited_by_count":6,"area":null},{"id":"2409.18664","title":"How green is continual learning, really? Analyzing the energy consumption in continual training of vision foundation models","created":"2024-09-27","cited_by_count":5,"area":null},{"id":"2212.02384","title":"Addressing Distribution Shift at Test Time in Pre-trained Language Models","created":"2022-12-05","cited_by_count":4,"area":null},{"id":"2411.04448","title":"Gradient Localization Improves Lifelong Pretraining of Language Models","created":"2024-11-07","cited_by_count":3,"area":null},{"id":"2412.18966","title":"ModelGrow: Continual Text-to-Video Pre-training with Model Expansion and Language Understanding Enhancement","created":"2024-12-25","cited_by_count":3,"area":null},{"id":"2505.12043","title":"MoL for LLMs: Dual-Loss Optimization to Enhance Domain Expertise While Preserving General Capabilities","created":"2025-05-17","cited_by_count":3,"area":null},{"id":"2602.17475","title":"Small LLMs for Medical NLP: a Systematic Analysis of Few-Shot, Constraint Decoding, Fine-Tuning and Continual Pre-Training in Italian","created":"2026-02-19","cited_by_count":3,"area":null},{"id":"2312.02365","title":"MEDPSeg: Hierarchical polymorphic multitask learning for the segmentation of ground-glass opacities, consolidation, and pulmonary structures on computed tomography","created":"2023-12-04","cited_by_count":2,"area":null},{"id":"2410.01098","title":"Exploring Gen-AI applications in building research and industry: A review","created":"2024-10-01","cited_by_count":2,"area":null},{"id":"2506.17818","title":"CultureMERT: Continual Pre-Training for Cross-Cultural Music Representation Learning","created":"2025-06-21","cited_by_count":2,"area":null},{"id":"2301.02464","title":"Architect, Regularize and Replay (ARR): a Flexible Hybrid Approach for Continual Learning","created":"2023-01-06","cited_by_count":1,"area":null},{"id":"2306.02947","title":"Continual Learning with Pretrained Backbones by Tuning in the Input Space","created":"2023-06-05","cited_by_count":1,"area":null},{"id":"2310.08204","title":"STELLA: Continual Audio-Video Pre-training with Spatio-Temporal Localized Alignment","created":"2023-10-12","cited_by_count":1,"area":null},{"id":"2407.08279","title":"Continually Learn to Map Visual Concepts to Large Language Models in Resource-constrained Environments","created":"2024-07-11","cited_by_count":1,"area":null},{"id":"2504.21023","title":"Param$\\Delta$ for Direct Weight Mixing: Post-Train Large Language Model at Zero Cost","created":"2025-04-23","cited_by_count":1,"area":null},{"id":"2507.10434","title":"CLA: Latent Alignment for Online Continual Self-Supervised Learning","created":"2025-07-14","cited_by_count":1,"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":"2509.01533","title":"Forward-Only Continual Learning","created":"2025-09-01","cited_by_count":1,"area":null},{"id":"2510.26829","title":"Layer of Truth: Probing Belief Shifts under Continual Pre-Training Poisoning","created":"2025-10-29","cited_by_count":1,"area":null},{"id":"2603.21096","title":"Mixture of Chapters: Scaling Learnt Memory in Transformers","created":"2026-03-22","cited_by_count":1,"area":null},{"id":"2606.11272","title":"Federated continual learning: A comprehensive survey on lifelong and privacy-preserving learning over distributed and non-stationary data","created":"2026-06-09","cited_by_count":1,"area":null},{"id":"2308.03582","title":"WIKITIDE: A Wikipedia-Based Timestamped Definition Pairs Dataset","created":"2023-08-07","cited_by_count":0,"area":null},{"id":"2404.02754","title":"Continual Learning of Numerous Tasks from Long-tail Distributions","created":"2024-04-03","cited_by_count":0,"area":null},{"id":"2404.14941","title":"Delayed Bottlenecking: Alleviating Forgetting in Pre-trained Graph Neural Networks","created":"2024-04-23","cited_by_count":0,"area":null},{"id":"2406.09967","title":"Bag of Lies: Robustness in Continuous Pre-training BERT","created":"2024-06-14","cited_by_count":0,"area":null},{"id":"2409.09636","title":"Towards understanding evolution of science through language model series","created":"2024-09-15","cited_by_count":0,"area":null},{"id":"2411.06916","title":"Slowing Down Forgetting in Continual Learning","created":"2024-11-11","cited_by_count":0,"area":null},{"id":"2503.01066","title":"Alchemist: Towards the Design of Efficient Online Continual Learning System","created":"2025-03-03","cited_by_count":0,"area":null},{"id":"2510.17626","title":"CaMiT: A Time-Aware Car Model Dataset for Classification and Generation","created":"2025-10-20","cited_by_count":0,"area":null},{"id":"2511.05566","title":"Efficient Online Continual Learning in Sensor-Based Human Activity Recognition","created":"2025-11-04","cited_by_count":0,"area":null},{"id":"2511.08626","title":"SAMora: Enhancing SAM through Hierarchical Self-Supervised Pre-Training for Medical Images","created":"2025-11-09","cited_by_count":0,"area":null},{"id":"2512.06582","title":"Diagnosing Capability Preservation and Task Sensitivity in Memory Augmented Document Classifiers","created":"2025-12-06","cited_by_count":0,"area":null},{"id":"2604.00324","title":"The Persistent Vulnerability of Aligned AI Systems","created":"2026-03-31","cited_by_count":0,"area":null},{"id":"2607.09785","title":"Lifelong Representations: A Survey on Continual Self-Supervised Learning for Vision Models","created":"2026-07-08","cited_by_count":0,"area":null}],"next_cursor":null}