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researcher

Melanie Mitchell

4 papers here

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

author position
  • last author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.CL1
  • cs.CV1
ORCID 0000-0001-8881-3505
same name
  • Melanie Mitchell — 7 papers, h 45
  • Melanie Mitchell — 7 papers, h 13
  • Melanie Mitchell — 1 paper

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
20162024
most citedUsing Counterfactual Tasks to Evaluate the Generality of Analogical Reasoning in Large Language Models

10 citations · 21 across the 4 of their papers we have counts for

collaborators
Showing cs.CLShow all

1 paper · 1 filter

cs.CL2024★ 2 cited

Evaluating the Robustness of Analogical Reasoning in Large Language Models

Martha Lewis, Melanie Mitchell

LLMs have performed well on several reasoning benchmarks, including ones that test analogical reasoning abilities. However, there is debate on the extent to which they are performi…

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