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Continual Pre-training of Language Models

, , , , , and . The Eleventh International Conference on Learning Representations, (2023)

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Learnability and Algorithm for Continual Learning., , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 16877-16896. PMLR, (2023)Continual Learning of Language Models., , , , , and . CoRR, (2023)Partially Relaxed Masks for Knowledge Transfer Without Forgetting in Continual Learning., , , , , and . PAKDD (1), volume 13280 of Lecture Notes in Computer Science, page 367-379. Springer, (2022)Open-World Continual Learning: Unifying Novelty Detection and Continual Learning., , , , and . CoRR, (2023)Parameter-Level Soft-Masking for Continual Learning., , , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 17492-17505. PMLR, (2023)A Multi-Head Model for Continual Learning via Out-of-Distribution Replay., , and . CoLLAs, volume 199 of Proceedings of Machine Learning Research, page 548-563. PMLR, (2022)Continual Learning Based on OOD Detection and Task Masking., , , and . CVPR Workshops, page 3855-3865. IEEE, (2022)A Theoretical Study on Solving Continual Learning., , , , and . NeurIPS, (2022)