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researcher

Caroline Choi

3 papers hereh-index 4316 citations8 works total

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

author position
  • first author2
  • middle author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.SE1
same name
  • Caroline Choi — 2 papers, h 1

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

activity
20242026
most citedAutoFT: Learning an Objective for Robust Fine-Tuning

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

collaborators

3 papers

cs.SE2026

Anchored Self-Play for Code Repair

Caroline Choi, Zeyneb Kaya, Shirley Wu +3

Code repair is an important capability for language models (LMs): given a buggy program and unit tests, an LM must produce a fixed program that passes the tests. Because code repai…

cs.LG2025★ 1 cited

OpenThoughts: Data Recipes for Reasoning Models

Etash Guha, Ryan Marten, Sedrick Keh +47

Reasoning models have made rapid progress on many benchmarks involving math, code, and science. Yet, there are still many open questions about the best training recipes for reasoni…

cs.LG2024★ 1 cited

AutoFT: Learning an Objective for Robust Fine-Tuning

Caroline Choi, Yoonho Lee, Annie Chen +3

Foundation models encode rich representations that can be adapted to downstream tasks by fine-tuning. However, fine-tuning a model on one data distribution often degrades performan…

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