py-paper-river

To trace a paper's intellectual lineage, recursively identify its prequel works and critiques up to five layers. This reveals how the core problem and solution evolved, returning structured citation-relationships between adjacent papers.

Mapping research problem evolution involves recursively extracting the core problem and core solution from a paper and its ancestors. This generates a forward-progress narrative showing how academic problems evolved over time.

Citation analysis for literature tracing works by recursively identifying critiques and improvements up to five layers deep. It extracts the title, authors, year, and citation-relationship between adjacent nodes to build a structured lineage tree.

You can generate a forward-progress narrative by applying recursive literature tracing to a target paper. It summarizes the intellectual evolution of core problems and solutions, making it suitable for academic reviews and course explanations.

Literature tracing extracts the title, authors, year, core problem, and core solution for each node. It identifies the specific differences in problems and solutions to highlight the forward progress between adjacent papers.

You need recursive tracing up to five layers when understanding how a research problem evolved across papers is valuable. It is ideal for preparing academic surveys, research proposals, and course lectures requiring deep historical context.