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researcher

Muhammad Tahir

1 paper hereh-index 15 citations3 works total

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

author position
  • middle author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • cs.SE1
same name
  • Muhammad Tahir — 2 papers, h 2
  • Muhammad Tahir — 1 paper, h 1
  • Muhammad Tahir — 1 paper, h 6
  • Muhammad Tahir — 1 paper, h 2
  • Muhammad Tahir — 1 paper, h 2

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

collaborators

1 paper

cs.SE2026

Toward Automated Validation of Language Model Synthesized Test Cases using Semantic Entropy

Hamed Taherkhani, Jiho Shin, Muhammad Ammar Tahir +3

Modern Large Language Model (LLM)-based programming agents often rely on test execution feedback to refine their generated code. These tests are synthetically generated by LLMs. Ho…

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