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Joseph Gatto

18 papers hereh-index 7129 citations25 works total

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

author position
  • first author10
  • middle author8

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • cs.CL15
  • cs.LG2
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedSingle Sample Feature Importance: An Interpretable Algorithm for Low-Level Feature Analysis

2 citations · 8 across the 18 of their papers we have counts for

collaborators
Showing 2026Show all

2 papers · 1 filter

cs.CL2026★ 1 cited

Medical Triage as Pairwise Ranking: A Benchmark for Urgency in Patient Portal Messages

Joseph Gatto, Parker Seegmiller, Timothy Burdick +4

Medical triage is the task of allocating medical resources and prioritizing patients based on medical need. This paper introduces the first large-scale public dataset for studying…

cs.CL2026★ 1 cited

How Much Would a Clinician Edit This Draft? Evaluating LLM Alignment for Patient Message Response Drafting

Parker Seegmiller, Joseph Gatto, Sarah E. Greer +4

Large language models (LLMs) show promise in drafting responses to patient portal messages, yet their integration into clinical workflows raises various concerns, including whether…

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