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researcher

Isabelle G. Lee

University of Southern California

8 papers hereh-index 333 citations11 works total

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

author position
  • first author2
  • middle author5

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • cs.CL4
  • cs.LG2
  • cs.AI1
  • cs.CY1
affiliations
  • University of Southern California
  • Amazon
  • University of Washington
  • William and Mary
Homepage

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedGupShup: An Annotated Corpus for Abstractive Summarization of Open-Domain Code-Switched Conversations

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

collaborators
Showing 2025Show all

2 papers · 1 filter

cs.AI2025

FOL-Traces: Verified First-Order Logic Reasoning Traces at Scale

Isabelle Lee, Sarah Liaw, Dani Yogatama

Reasoning in language models is difficult to evaluate: natural-language traces are unverifiable, symbolic datasets are too small, and most benchmarks conflate heuristics with infer…

cs.LG2025

Evaluating Large Language Models for Fair and Reliable Organ Allocation

Brian Hyeongseok Kim, Hannah Murray, Isabelle Lee +4

Medical institutions are considering the use of LLMs in high-stakes clinical decision-making, such as organ allocation. In such sensitive use cases, evaluating fairness is imperati…

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