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D. Sontag

35 papers hereh-index 5418.2k citations168 works total

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

author position
  • first author1
  • middle author10
  • last author21

Across the 32 of 35 papers where every author was matched, so the position is known.

fields
  • cs.LG16
  • stat.ML11
  • cs.CL3
  • cs.HC2
  • cs.CV1
  • cs.DS1

identity via Semantic Scholar / OpenAlex

activity
20122022
most citedA Practical Algorithm for Topic Modeling with Provable Guarantees

165 citations · 329 across the 17 of their papers we have counts for

collaborators
Showing cs.HCShow all

2 papers · 1 filter

cs.HC2021★ 22 cited

MedKnowts: Unified Documentation and Information Retrieval for Electronic Health Records

Luke Murray, Divya Gopinath, Monica Agrawal +3

Clinical documentation can be transformed by Electronic Health Records, yet the documentation process is still a tedious, time-consuming, and error-prone process. Clinicians are fa…

cs.HC2021

Assessing the Impact of Automated Suggestions on Decision Making: Domain Experts Mediate Model Errors but Take Less Initiative

Ariel Levy, Monica Agrawal, Arvind Satyanarayan +1

Automated decision support can accelerate tedious tasks as users can focus their attention where it is needed most. However, a key concern is whether users overly trust or cede age…

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