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John Dagdelen

3 papers hereh-index 122.9k citations20 works total

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

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CL1
  • cs.DL1
  • physics.app-ph1

identity via Semantic Scholar / OpenAlex

activity
20202023
most citedStructured information extraction from complex scientific text with fine-tuned large language models

66 citations · 74 across the 3 of their papers we have counts for

collaborators

3 papers

physics.app-ph2023★ 2 cited

Extracting Structured Seed-Mediated Gold Nanorod Growth Procedures from Literature with GPT-3

Nicholas Walker, John Dagdelen, Kevin Cruse +7

Although gold nanorods have been the subject of much research, the pathways for controlling their shape and thereby their optical properties remain largely heuristically understood…

cs.CL2022★ 66 cited

Structured information extraction from complex scientific text with fine-tuned large language models

Alexander Dunn, John Dagdelen, Nicholas Walker +5

Intelligently extracting and linking complex scientific information from unstructured text is a challenging endeavor particularly for those inexperienced with natural language proc…

cs.DL2020★ 6 cited

COVIDScholar: An automated COVID-19 research aggregation and analysis platform

Amalie Trewartha, John Dagdelen, Haoyan Huo +8

The ongoing COVID-19 pandemic has had far-reaching effects throughout society, and science is no exception. The scale, speed, and breadth of the scientific community's COVID-19 res…

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