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Deborah L. McGuinness

Rensselaer Polytechnic Institute, Stanford University, Bell Laboratories

20 papers hereh-index 6025.7k citations405 works total

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

author position
  • middle author3
  • last author17

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • cs.AI11
  • cs.LG4
  • cs.CL3
  • cs.HC1
  • cs.LO1
affiliations
  • Rensselaer Polytechnic Institute, Stanford University, Bell Laboratories
HomepageORCID 0000-0001-7037-4567
same name
  • Deborah L. McGuinness — 1 paper, h 5
  • Deborah L. McGuinness — 1 paper, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20182023
most citedInforming clinical assessment by contextualizing post-hoc explanations of risk prediction models in type-2 diabetes

27 citations · 61 across the 10 of their papers we have counts for

collaborators
Showing cs.CLShow all

3 papers · 1 filter

cs.CL2021★ 1 cited

Commonsense Knowledge Mining from Term Definitions

Zhicheng Liang, Deborah L. McGuinness

Commonsense knowledge has proven to be beneficial to a variety of application areas, including question answering and natural language understanding. Previous work explored collect…

cs.CL2018

Seq2RDF: An end-to-end application for deriving Triples from Natural Language Text

Yue Liu, Tongtao Zhang, Zhicheng Liang +2

We present an end-to-end approach that takes unstructured textual input and generates structured output compliant with a given vocabulary. Inspired by recent successes in neural ma…

cs.CL2018

Exploiting Task-Oriented Resources to Learn Word Embeddings for Clinical Abbreviation Expansion

Yue Liu, Tao Ge, Kusum S. Mathews +2

In the medical domain, identifying and expanding abbreviations in clinical texts is a vital task for both better human and machine understanding. It is a challenging task because m…

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