Scientific Writing

Scientific writing research focuses on improving the rigor, efficiency, and accessibility of the scholarly publication process. Current efforts leverage large language models (LLMs) and neural network architectures like hybrid neural networks and CRFs to automate tasks such as feedback generation, citation recommendation, and even article generation, often incorporating techniques from information retrieval. These advancements aim to enhance the quality and speed of scientific communication, assisting both novice and expert researchers while addressing challenges like bias detection and ensuring originality.