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Katie Matton

8 papers hereh-index 7183 citations11 works total

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

author position
  • first author2
  • middle author5
  • last author1

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

fields
  • cs.CL3
  • cs.LG3
  • cs.AI1
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedWhen to Intervene: Detecting Abnormal Mood using Everyday Smartphone Conversations

7 citations · 11 across the 7 of their papers we have counts for

collaborators
Showing 2025Show all

2 papers · 1 filter

cs.CV2025

Classifying Phonotrauma Severity from Vocal Fold Images with Soft Ordinal Regression

Katie Matton, Purvaja Balaji, Hamzeh Ghasemzadeh +7

Phonotrauma refers to vocal fold tissue damage resulting from exposure to forces during voicing. It occurs on a continuum from mild to severe, and treatment options can vary based…

cs.CL2025★ 1 cited

Walk the Talk? Measuring the Faithfulness of Large Language Model Explanations

Katie Matton, Robert Osazuwa Ness, John Guttag +1

Large language models (LLMs) are capable of generating plausible explanations of how they arrived at an answer to a question. However, these explanations can misrepresent the model…

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