Literature Survey

Literature surveys, crucial for synthesizing existing research, are increasingly being automated using large language models (LLMs) and natural language processing (NLP) techniques. Current research focuses on developing efficient prompt engineering strategies for LLMs, creating open-source tools to streamline the process, and evaluating the accuracy and effectiveness of these automated methods across diverse domains, including medical imaging, speech enhancement, and various scientific fields. This automation promises to significantly accelerate scientific progress by reducing the time and effort required for comprehensive literature reviews, enabling researchers to focus on higher-level analysis and interpretation.