Research Survey

Research surveys, aiming to efficiently collect and analyze data across diverse fields, are undergoing a transformation driven by advancements in artificial intelligence. Current research focuses on leveraging large language models (LLMs) and machine learning algorithms to automate survey creation, improve data analysis (including identifying biases and anomalies), and enhance the efficiency of information retrieval and organization from existing literature. This work holds significant implications for various disciplines, improving data quality, scalability, and the ability to address complex research questions across diverse data types and scales.