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Sophie Johnson

Columbia University, Allen Institute for AI, Willamette University

4 papers hereh-index 5152 citations10 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CL4
affiliations
  • Columbia University, Allen Institute for AI, Willamette University

identity via Semantic Scholar / OpenAlex

most citedSciCo: Hierarchical Cross-Document Coreference for Scientific Concepts

11 citations · 14 across the 4 of their papers we have counts for

collaborators

4 papers

cs.CL2022

ACCoRD: A Multi-Document Approach to Generating Diverse Descriptions of Scientific Concepts

Sonia K. Murthy, Kyle Lo, Daniel King +7

Systems that can automatically define unfamiliar terms hold the promise of improving the accessibility of scientific texts, especially for readers who may lack prerequisite backgro…

cs.CL2021

A Search Engine for Discovery of Scientific Challenges and Directions

Dan Lahav, Jon Saad Falcon, Bailey Kuehl +8

Keeping track of scientific challenges, advances and emerging directions is a fundamental part of research. However, researchers face a flood of papers that hinders discovery of im…

cs.CL2021★ 3 cited

MultiCite: Modeling realistic citations requires moving beyond the single-sentence single-label setting

Anne Lauscher, Brandon Ko, Bailey Kuehl +4

Citation context analysis (CCA) is an important task in natural language processing that studies how and why scholars discuss each others' work. Despite decades of study, tradition…

cs.CL2021★ 11 cited

SciCo: Hierarchical Cross-Document Coreference for Scientific Concepts

Arie Cattan, Sophie Johnson, Daniel Weld +4

Determining coreference of concept mentions across multiple documents is a fundamental task in natural language understanding. Previous work on cross-document coreference resolutio…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.