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Matthew Gerber

Matthew Gerber has 3 papers in our library, in 2010–2017, most of them on Semantic role labeling; often with Joyce Chai, Joyce Yue Chai.

3 papers in our library · 2010–2017

OpenAlex · ORCID · Wikidata · h-index 19 · 62 works · 2,577 citations OpenAlex, 2026-10-14

📄 3 works in our library · 🔗 Cited 150 times in our library · ⭐ Paper Stars ranking: #2895

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓University of VirginiaCharlottesville · United States2012–2021 · 52 paperscurrent🏢DexcomSan Diego · United States2021 · 1 papercurrent🎓Michigan State UniversityEast Lansing · United States2007–2011 · 4 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 more institutions on single bylines are not listed.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksComputer Vision and Pattern Recognition · 1 work

🧭 Topics 1Research subjects and languages the work is about.Semantic role labeling · 2 works

💡 Concepts 1Key ideas and methods explained on our concept pages.Text classification · 1 work

 Works by year

2010s

20171 paper20121 paper20101 paper

 Papers

The most cited first (OpenAlex and our library).

  1. HDLTex: Hierarchical Deep Learning for Text Classification (2017 · 532 citations)
    Sorting scientific literature automatically gets harder as collections grow, because topics and subtopics multiply too.
  2. Beyond NomBank: A Study of Implicit Arguments for Nominal Predicates (2010 · 143 citations)
    Standard semantic role labeling looks for a predicate's arguments only inside its own sentence, and often only in its nearby syntax.
  3. Semantic Role Labeling of Implicit Arguments for Nominal Predicates (2012 · 111 citations)
    Standard semantic role labeling (SRL) for nouns searches for a predicate's arguments only within its own clause or sentence.

 Co-authors here

2 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 150 times (of the 149,439 papers whose bibliographies we read); 14 citing papers with a page here →.

Updated

This page in Markdown → https://md.research.elamur.ai/free/en/authors/matthew-gerber/