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Reva Schwartz

4 papers hereh-index 3389 citations9 works total

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

author position
  • first author2
  • middle author1
  • last author1

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

fields
  • cs.AI2
  • cs.CY2
same name
  • Reva Schwartz — 2 papers
  • Reva Schwartz — 2 papers, h 3

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

most citedCIRCLE: A Framework for Evaluating AI from a Real-World Lens

2 citations · 2 across the 3 of their papers we have counts for

collaborators
Showing cs.AIShow all

2 papers · 1 filter

cs.AI2026★ 2 cited

CIRCLE: A Framework for Evaluating AI from a Real-World Lens

Reva Schwartz, Carina Westling, Morgan Briggs +12

This paper proposes CIRCLE, a six-stage, lifecycle-based framework to bridge the reality gap between model-centric performance metrics and AI's materialized outcomes in deployment.…

cs.AI2026★ 2 cited

Making AI Evaluation Deployment Relevant Through Context Specification

Matthew Holmes, Thiago Lacerda, Reva Schwartz

With many organizations struggling to gain value from AI deployments, pressure to evaluate AI in an informed manner has intensified. Status quo AI evaluation approaches often mask…

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