「(1) Planning, where a high-level implementation plan is constructed based on the paper’s content, including overall plan, architectural design, logic design, and configuration files; (2) Analyzing, where the plan is translated into detailed file-level specifications; and (3) Coding, where the final codes are generated to implement the paper’s methods and experiments.」という三段階のフレームワークの提案。
「Results show that 77% of participants preferred PaperCoder’s implementation over alternatives, and 83% found the outputs practically useful for real-world usage.」と他の実装と比べてよいだけでなく一定有用そうなのも興味深い。