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M. Costa

6 papers hereh-index 2345 citations7 works total

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

author position
  • sole author2
  • first author2
  • middle author1

Across the 5 of 6 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.CL1
  • cs.CY1
  • cs.LG1
  • eess.IV1
  • stat.ML1
same name
  • M. Costa — 48 papers
  • M. Costa — 2 papers, h 1
  • M. Costa — 2 papers, h 65
  • M. Costa — 2 papers, h 3
  • M. Costa — 1 paper, h 11
  • M. Costa — 1 paper, 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

most citedHumanity's Last Exam

18 citations · 18 across the 4 of their papers we have counts for

collaborators
Showing cs.CLShow all

1 paper · 1 filter

cs.CL2026

Enhancing Self-Correction in Large Language Models through Multi-Perspective Reflection

Mariana Costa, Alberlucia Rafael Soarez, Daniel Kim +1

While Chain-of-Thought (CoT) prompting advances LLM reasoning, challenges persist in consistency, accuracy, and self-correction, especially for complex or ethically sensitive tasks…

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