Open Internet by MindsNet

Addressing the Lag State in Citation Graphs for Literature Review Automation

The lag state in citation graphs refers to a blind spot where papers are actively referenced in recent publications but their references haven't been indexed yet. This creates systematic holes in literature review automation, particularly affecting recent and rapidly-cited work. The issue biases downstream representations in ML applications using citation graph embeddings or graph-derived features.

Computing & Technology, Computer Science, Data Structures & Algorithms