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Melanie Mitchell

5 papers here

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

author position
  • last author5

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.AI4
  • cs.CV1
ORCID 0000-0001-8881-3505
same name
  • Melanie Mitchell — 7 papers, h 45
  • Melanie Mitchell — 7 papers, h 13
  • Melanie Mitchell — 4 papers, h 4
  • Melanie Mitchell — 2 papers, h 2
  • Melanie Mitchell — 2 papers, h 2
  • Melanie Mitchell — 2 papers, h 3

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
20162026
most citedEvaluating Understanding on Conceptual Abstraction Benchmarks

7 citations · 9 across the 5 of their papers we have counts for

collaborators
Showing 2026Show all

2 papers · 1 filter

cs.AI2026

PotARCin: Multi-Dimensional Evaluation of Skill Acquisition in Abstract Reasoning Tasks

Claas Beger, Ryan Yi, Melanie Mitchell

The Abstraction and Reasoning Corpus (ARC) has become a prominent benchmark for evaluating general abstract reasoning and fluid intelligence in AI models. Yet standard ARC evaluati…

cs.AI2026

Implicit Rule Induction with Test-Time Task Embeddings in ARC-like Tasks

Adrien Deliège, Claas Beger, Marc Van Droogenbroeck +1

The Abstraction and Reasoning Corpus and related benchmarks evaluate whether AI models can solve novel reasoning tasks, but often leave unclear whether success reflects inference o…

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