Ayush Pathak

This paper introduces a method to compute a Corpus-Wide Causal Score for gene-disease pairs by integrating network-based and literature-based evidence, outperforming LLMs in causal classification.

The paper introduces a benchmark dataset (CRED) for causal relation extraction from biomedical literature, evaluates classifiers, and applies it to identify Parkinson's disease-causing genes.