Prapti Bhatt

University of Tennessee

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Publication activitypapers/week, last 8 weeks

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Code Generation & Program Synthesis (1)Eval Frameworks & Benchmarks (1)

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Phouvadeth Vathana (1)Rishi Patel (1)Nasir U. Eisty (1)

Papers (1)

Jun 7, 2026

Phouvadeth Vathana +3Jun 7, 2026·also University of Tennessee, University of Tennessee Knoxville

LLM vs. Human Unit Tests: Fault Detection on Real Python Bugs

LLM-generated unit tests can detect faults nearly four times more effectively than human-written tests, challenging the assumption that coverage is a reliable measure of test quality.

Phouvadeth Vathana, Prapti Bhatt, Rishi Patel +1

Code Generation & Program Synthesis Eval Frameworks & Benchmarks

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Prapti Bhatt

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)