{"total":21,"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":"2101.10423","title":"Online Continual Learning in Image Classification: An Empirical Survey","created":"2021-01-25","cited_by_count":245,"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":"2211.12701","title":"Continual Learning of Natural Language Processing Tasks: A Survey","created":"2022-11-23","cited_by_count":83,"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":"2210.05549","title":"Continual Training of Language Models for Few-Shot Learning","created":"2022-10-11","cited_by_count":33,"area":null},{"id":"2203.02679","title":"Just Rank: Rethinking Evaluation with Word and Sentence Similarities","created":"2022-03-05","cited_by_count":20,"area":null},{"id":"2308.03300","title":"Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection","created":"2023-08-07","cited_by_count":11,"area":null},{"id":"2302.11074","title":"Preventing Catastrophic Forgetting in Continual Learning of New Natural Language Tasks","created":"2023-02-22","cited_by_count":10,"area":null},{"id":"2511.13880","title":"AnaCP: Toward Upper-Bound Continual Learning via Analytic Contrastive Projection","created":"2025-11-17","cited_by_count":7,"area":null},{"id":"2211.11087","title":"Conceptor-Aided Debiasing of Large Language Models","created":"2022-11-20","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":"2210.02284","title":"Unsupervised Sentence Textual Similarity with Compositional Phrase Semantics","created":"2022-10-05","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":"2402.18449","title":"HOP to the Next Tasks and Domains for Continual Learning in NLP","created":"2024-02-28","cited_by_count":3,"area":null},{"id":"2605.04980","title":"Conceptors for Semantic Steering","created":"2026-05-06","cited_by_count":3,"area":null},{"id":"2410.05648","title":"Does RoBERTa Perform Better than BERT in Continual Learning: An Attention Sink Perspective","created":"2024-10-08","cited_by_count":2,"area":null},{"id":"2205.12186","title":"Continual Learning with Global Alignment","created":"2022-05-24","cited_by_count":1,"area":null},{"id":"2208.08367","title":"Ask Question First for Enhancing Lifelong Language Learning","created":"2022-08-17","cited_by_count":0,"area":null},{"id":"2606.31058","title":"Exploring the relationship between team institutional composition and novelty in academic papers based on fine-grained knowledge entities","created":"2026-06-30","cited_by_count":0,"area":null}],"next_cursor":null}