Nicholas FitzGerald
Nicholas FitzGerald has 3 papers in our library, in 2018–2020, most of them on Semantic role labeling, Question answering, Knowledge graphs & ontologies; often with Livio Baldini Soares, Tom Kwiatkowski, Eunsol Choi.
OpenAlex · h-index 14 · 25 works · 2 631 citations OpenAlex, 2026-10-14
3 works in our library · 3 778 citations in our library · ⭐ Paper Star rank #2613
Affiliations
- Google (United States) · Mountain View, United States — 2018–2023 on 12 papers
- University of Southern California · Los Angeles, United States — 2021–2023 on 2 papers
- University of Washington · Seattle, United States — 2012–2018 on 8 papers
- University of British Columbia · Vancouver, Canada — 2011 on 2 papers
Topics
Works by year
2020s
2010s
Papers
- Matching the Blanks: Distributional Similarity for Relation Learning (2019 · 294 citations)
The paper addresses the task of extracting relations between entities in text. The authors aim to obtain general-purpose relation representations that do not depend on a fixed schema or a large knowledge graph. First, using BERT LARGE, they compare ways to mark the two target entities in the input and to obtain a… - Entities as Experts: Sparse Memory Access with Entity Supervision (2020 · 205 citations)
The paper asks how a language model can store factual knowledge about real-world entities inside its own parameters, rather than relying on external knowledge bases. - Large-Scale QA-SRL Parsing (2018 · 141 citations)
The paper releases QA-SRL Bank 2.0, which has 265,140 valid question-answer pairs for 64,018 sentences and 133,479 verbs across Wikipedia, Wikinews and science textbooks.
Co-authors here
- Livio Baldini Soares ×2
- Tom Kwiatkowski ×2
- Eunsol Choi
- Julian Michael
- Luheng He
- Luke Zettlemoyer
- Thibault Févry
Cited by
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