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researcher

Olivia Sturman

2 papers hereh-index 3194 citations3 works total

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

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CL2

identity via Semantic Scholar / OpenAlex

most citedShieldGemma: Generative AI Content Moderation Based on Gemma

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

collaborators

2 papers

cs.CL2024

Debiasing Text Safety Classifiers through a Fairness-Aware Ensemble

Olivia Sturman, Aparna Joshi, Bhaktipriya Radharapu +2

Increasing use of large language models (LLMs) demand performant guardrails to ensure the safety of inputs and outputs of LLMs. When these safeguards are trained on imbalanced data…

cs.CL2024★ 3 cited

ShieldGemma: Generative AI Content Moderation Based on Gemma

Wenjun Zeng, Yuchi Liu, Ryan Mullins +9

We present ShieldGemma, a comprehensive suite of LLM-based safety content moderation models built upon Gemma2. These models provide robust, state-of-the-art predictions of safety r…

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