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Sravanthi Parasa

2 accepted papers

2022

Literature-Augmented Clinical Outcome Prediction

NAACL 2022findings

We present BEEP (Biomedical Evidence-Enhanced Predictions), a novel approach for clinical outcome prediction that retrieves patient-specific medical literature and incorporates it into predictive models. Based on each individual patient’s clinical notes, we train language models (LMs) to find releva…

2021

Extracting a Knowledge Base of Mechanisms from COVID-19 Papers

NAACL 2021long

The COVID-19 pandemic has spawned a diverse body of scientific literature that is challenging to navigate, stimulating interest in automated tools to help find useful knowledge. We pursue the construction of a knowledge base (KB) of mechanisms—a fundamental concept across the sciences, which encompa…