Madeleine van Zuylen

8 papers · 2018–2021 · 3 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (3) 🗺️ Taxonomy Completionist (21) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (10) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 👥 Mega-Team (23) 📈 Trend Setter

Conferences

NAACL (4) EMNLP (3) ACL (1)

Top co-authors

Hannaneh Hajishirzi (4) Lucy Lu Wang (4) Waleed Ammar (3) Iz Beltagy (3) Kyle Lo (2) Roy Schwartz (2) David Wadden (2) Arman Cohan (2) Sravanthi Parasa (2) Sebastian Kohlmeier (2)

Keywords

text classification (3) scientific literature (2) relation extraction (1) natural language inference (1) intent classification (1) entity linking (1) named entity recognition (1) biomedical domain (1) information retrieval (1) multimodal learning (1) information extraction (1) multitask learning (1) knowledge base (1) citation analysis (1) medical imaging (1) textual entailment (1) image-text alignment (1) entity extraction (1) causal relation (1) natural language processing (1)

Papers

MSˆ2: Multi-Document Summarization of Medical Studies EMNLP 2021

Extracting a Knowledge Base of Mechanisms from COVID-19 Papers NAACL 2021

MedICaT: A Dataset of Medical Images, Captions, and Textual References EMNLP 2020

SciREX: A Challenge Dataset for Document-Level Information Extraction ACL 2020

Fact or Fiction: Verifying Scientific Claims EMNLP 2020

Structural Scaffolds for Citation Intent Classification in Scientific Publications NAACL 2019

Construction of the Literature Graph in Semantic Scholar NAACL 2018

A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP Applications NAACL 2018