arXiv NLP research summaries for February 28, 2024.

Today's Research Themes (AI-Generated):

• Improving citation text generation with context-aware sequence-to-sequence models.

• Evaluating large language models on complex medical question-answering tasks with new benchmarks.

• Clean-LaVe: A framework to enhance zero-shot classification performance using silver standard data.

• MedLaSA: Modifying medical LLMs' factual knowledge and explanatory abilities without affecting unrevised knowledge.

• Assessing the efficacy of grammar error correction in Japanese using machine learning models and thematic analysis.