Declarative prompt optimization is adapted into a four-step, code-backed framework (goal, standard, compile, package) for reproducible LLM-assisted systematic review screening.
A reproducibility and generalizability study of large language models for query generation
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CL 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
Compiling Prompts, Not Crafting Them: A Reproducible Workflow for AI-Assisted Evidence Synthesis
Declarative prompt optimization is adapted into a four-step, code-backed framework (goal, standard, compile, package) for reproducible LLM-assisted systematic review screening.