{"total":24,"rows":[{"id":"2302.03241","title":"Continual Pre-training of Language Models","created":"2023-02-07","cited_by_count":198,"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":"2110.07298","title":"LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5","created":"2021-10-14","cited_by_count":104,"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":"2203.04640","title":"Memory Efficient Continual Learning with Transformers","created":"2022-03-09","cited_by_count":43,"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":"2204.07275","title":"Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection","created":"2022-04-15","cited_by_count":23,"area":null},{"id":"2105.03048","title":"Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates","created":"2021-05-07","cited_by_count":13,"area":null},{"id":"2312.07887","title":"Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models","created":"2023-12-13","cited_by_count":13,"area":null},{"id":"2310.09886","title":"Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation","created":"2023-10-15","cited_by_count":10,"area":null},{"id":"2210.07783","title":"Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue","created":"2022-10-14","cited_by_count":9,"area":null},{"id":"2305.16559","title":"Teamwork Is Not Always Good: An Empirical Study of Classifier Drift in Class-incremental Information Extraction","created":"2023-05-26","cited_by_count":9,"area":null},{"id":"2310.13024","title":"Towards Anytime Fine-tuning: Continually Pre-trained Language Models with Hypernetwork Prompt","created":"2023-10-19","cited_by_count":8,"area":null},{"id":"2412.15563","title":"In-context Continual Learning Assisted by an External Continual Learner","created":"2024-12-20","cited_by_count":7,"area":null},{"id":"2302.02080","title":"Improving Prediction Backward-Compatiblility in NLP Model Upgrade with Gated Fusion","created":"2023-02-04","cited_by_count":6,"area":null},{"id":"2204.03326","title":"Enabling All In-Edge Deep Learning: A Literature Review","created":"2022-04-07","cited_by_count":4,"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":"2305.08703","title":"Schema-adaptable Knowledge Graph Construction","created":"2023-05-15","cited_by_count":4,"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":"2202.10101","title":"BERT WEAVER: Using WEight AVERaging to enable lifelong learning for transformer-based models in biomedical semantic search engines","created":"2022-02-21","cited_by_count":2,"area":null},{"id":"2211.13050","title":"Semi-Supervised Lifelong Language Learning","created":"2022-11-23","cited_by_count":1,"area":null},{"id":"2402.08526","title":"Can LLMs Learn New Concepts Incrementally without Forgetting?","created":"2024-02-13","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}],"next_cursor":null}