Expository Text
Expository text generation focuses on automatically creating factual and well-structured texts from various sources, aiming to alleviate the challenges of manual content planning and synthesis. Current research emphasizes developing AI systems that effectively combine information retrieval, paraphrasing, and content planning to produce accurate and stylistically consistent expository writing, often leveraging large language models. This area is gaining traction due to its potential to improve efficiency in diverse fields requiring evidence-based writing, such as academic literature reviews and medical documentation, while also presenting unique challenges in modeling human-like understanding and bias.
Papers
October 25, 2024
June 20, 2024
May 5, 2023