ResearchLit

ResearchLit is an online tool designed to bridge the gap between academic literature and open-source code by automating the discovery of implementation repositories tied to scholarly research. While traditional services like Papers With Code provided curated links between machine learning papers and their code, ResearchLit adopts a heuristic search approach that scans paper collections (via uploads or reference lists) to find GitHub repositories and related implementation artifacts. It also produces structured summaries and insights about those papers, helping researchers quickly see which works have available code and key metadata — without requiring authors to manually register their code links. This makes it especially valuable for research practitioners who want to reproduce, build on, or explore the practical implementations of academic work.