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Madeleine van Zuylen

2 accepted papers

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…

2021

MSˆ2: Multi-Document Summarization of Medical Studies

EMNLP 2021main

To assess the effectiveness of any medical intervention, researchers must conduct a time-intensive and manual literature review. NLP systems can help to automate or assist in parts of this expensive process. In support of this goal, we release MSˆ2 (Multi-Document Summarization of Medical Studies),…