Nency Bansal

Corpus-wide causality: Algorithm design & application for aggregating gene-disease causal evidence

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.

Beyond associations: A benchmark Causal Relation Extraction Dataset (CRED) of disease-causing genes, its comparative evaluation, interpretation and application

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.