arXiv NLP research summaries for April 26, 2024.

Today's Research Themes (AI-Generated):

• Evaluating memorization versus abstraction in pre-trained language models using Japanese newspapers.

• Introducing a framework for improving few-shot named entity recognition with contrastive learning.

• Leveraging zero-shot classification to analyze social anxiety symptoms from Reddit data.

• Addressing data scarcity in under-resourced languages through GPT-based code-switched sentence generation.

• Investigating the reduction of social bias in large language models through cognitive processing techniques.