A COMPREHENSIVE SURVEY OF MEMORY UPDATE MECHANISMS FOR CONTINUAL LEARNING ON TEXT DATASETS

Over the last several years, there has been a growing focus on the CL field in the context of machine learning and its goal to create models capable of learning new tasks step by step without loss of prior knowledge. Among these, catastrophic forgetting is especially challenging in real-world settin...

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Bibliographic Details
Published in:Turkish journal of computer and mathematics education 2025-02, Vol.16 (1), p.63-79
Main Authors: Ranjith, J, Baskaran, Santhi
Format: Article
Language:English
Subjects:
Algorithms
Consolidation
Datasets
Literature reviews
Machine learning
Memory
Memory tasks
Parameters
Prior Learning
Sentiment analysis
Online Access:Get full text
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