Recent advances in AI, particularly generative large language models, enhance research efficiency through AI-augmented annotations, assisted programming, content-based file management, grammar correction, and idea generation, offering tools like Label Studio, GitHub Copilot, and BotAI for improved workflows.

To install the LaTeX-OCR tool on M1, use Homebrew to install the compiled Qt library, then install PyTorch via Conda. Follow specific steps to set up the environment, and use the tool by running a Python command to recognize LaTeX images from the clipboard.

We used logistic regression and random forest to predict user behaviors on a Chinese social network, Weibo.

This project uses several machine learning models to predict reservation cancellation. Among them, DART in LightGBM beats other competitors with highest testing accuracy (table) and also other metrics.