arXiv NLP research summaries for May 13, 2024.

Today's Research Themes (AI-Generated):

• Improved Text-to-SQL generation via multiple prompts and choice selection outperforms prior in-context learning methods.

• Evaluating large language models in medical applications presents unique challenges and opportunities for integration into clinical practice.

• Curriculum learning strategies show potential for enhancing Large Language Model performance without scaling model size.

• 'MacBehaviour' R package enables behavioral experimentation with various large language models for psychological studies.

• Efficient Multi-sample Speculative Decoding 'EMS-SD' accelerates Large Language Models inference processes.