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David A. Sontag

9 papers hereh-index 7209 citations13 works total

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

author position
  • middle author4
  • last author4

Across the 8 of 9 papers where every author was matched, so the position is known.

fields
  • cs.CL3
  • cs.HC3
  • cs.LG2
  • cs.SE1
same name
  • David A. Sontag — 6 papers, h 3
  • David A. Sontag — 3 papers, h 2

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
20232025
most citedA Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models

6 citations · 16 across the 8 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2025

Large Language Models are Powerful Electronic Health Record Encoders

Stefan Hegselmann, Georg von Arnim, Tillmann Rheude +5

Electronic Health Records (EHRs) offer considerable potential for clinical prediction, but their complexity and heterogeneity challenge traditional machine learning. Domain-specifi…

cs.LG2023★ 4 cited

Effective Human-AI Teams via Learned Natural Language Rules and Onboarding

Hussein Mozannar, Jimin J Lee, Dennis Wei +3

People are relying on AI agents to assist them with various tasks. The human must know when to rely on the agent, collaborate with the agent, or ignore its suggestions. In this wor…

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