Recent Advances of Foundation Language Models-based Continual Learning: A Survey

no code implementations • 28 May 2024 • Yutao Yang, Jie zhou, Xuanwen Ding, Tianyu Huai, Shunyu Liu, Qin Chen, Liang He, Yuan Xie

Recently, foundation language models (LMs) have marked significant achievements in the domains of natural language processing (NLP) and computer vision (CV).

Class Incremental Learning Incremental Learning +1

Boosting Large Language Models with Continual Learning for Aspect-based Sentiment Analysis

no code implementations • 9 May 2024 • Xuanwen Ding, Jie zhou, Liang Dou, Qin Chen, Yuanbin Wu, Chengcai Chen, Liang He

Few works propose continual learning tasks for ABSA, which aim to learn the target domain's ability while maintaining the history domains' abilities.

Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA) +3