no code implementations • NeurIPS Workshop AI4Scien 2021 • Jason Portenoy, Marissa Radensky, Jevin West, Eric Horvitz, Daniel Weld, Tom Hope
We also demonstrate an approach for displaying information about authors, boosting the ability to understand the work of new, unfamiliar scholars.
2 code implementations • AKBC 2021 • Arie Cattan, Sophie Johnson, Daniel Weld, Ido Dagan, Iz Beltagy, Doug Downey, Tom Hope
Determining coreference of concept mentions across multiple documents is a fundamental task in natural language understanding.
coreference-resolution Cross Document Coreference Resolution +1
3 code implementations • NAACL 2021 • Tom Hope, Aida Amini, David Wadden, Madeleine van Zuylen, Sravanthi Parasa, Eric Horvitz, Daniel Weld, Roy Schwartz, Hannaneh Hajishirzi
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.
1 code implementation • ACL 2019 • Tongshuang Wu, Marco Tulio Ribeiro, Jeffrey Heer, Daniel Weld
Though error analysis is crucial to understanding and improving NLP models, the common practice of manual, subjective categorization of a small sample of errors can yield biased and incomplete conclusions.