2026
PERELMAN: Pipeline for scientific literature meta-analysis
Daniil Sherki, Daniil Merkulov, Aleksandra Savina, Dzhantemir Kikov, Dmitry Parpulov, Alexander Ivanov +2
IJCAI 2026
We present PERELMAN (PipEline foR sciEntific Literature Meta-ANalysis), an agentic framework designed to extract specific information from a large corpus of scientific articles to support large-scale literature reviews and meta-analyses. Our central goal is to reliably transform heterogeneous articl