Erika Yahata

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Code Generation & Program Synthesis (1)Eval Frameworks & Benchmarks (1)Natural Language Processing (1)

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Gilberto Sussumu Hida (1)Danilo Monteiro Ribeiro (1)

Papers (1)

Apr 29, 2026

Gilberto Sussumu Hida +23w ago

Beyond Accuracy: LLM Variability in Evidence Screening for Software Engineering SLRs

LLMs don't automatically win at study screening for software engineering SLRs: their performance is highly variable, sensitive to input data, and not consistently better than classical models.

Gilberto Sussumu Hida, Danilo Monteiro Ribeiro, Erika Yahata

Code Generation & Program Synthesis Eval Frameworks & Benchmarks Natural Language Processing

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Erika Yahata

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)