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Exploring ChatGPT-based Augmentation Strategies for Contrastive Aspect-based Sentiment Analysis
Specifically, we explore three data augmentation strategies based on ChatGPT: context-focused, aspect-focused, and context-aspect data augmentation techniques.
Aspect-Based Sentiment Analysis
Aspect-Based Sentiment Analysis (ABSA)
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Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models: A Critical Review and Assessment
The demands for fine-tuning PLMs, especially LLMs, have led to a surge in the development of PEFT methods, as depicted in Fig.
