Replication Package for Human-in-the-Loop Requirements Generation Study

A 1.6 MB replication package from a 2026 study on generating requirements from code. It contains datasets from a human-in-the-loop experiment, the experimental framework implementation, prompts, and evaluation code. The package was authored by Alexander Korn and is shared under a CC-BY-4.0 license.

Use Cases

• Replicating the human-in-the-loop study results based on the provided datasets and code
• Analyzing the prompts used for requirements generation from code
• Evaluating the experimental framework for AI-assisted software engineering tasks
• Benchmarking new methods against the provided evaluation code and data

Strengths

• Includes a complete replication package with datasets, code, and prompts for study verification
• Released under a permissive CC-BY-4.0 license
• Contains multiple file formats (CSV, XLSX, IPYNB) likely supporting different analysis workflows

Limitations

• Row count and column-level documentation are absent; field semantics must be inferred after download
• Description metadata is limited; actual data quality requires manual inspection after download

Provenance

Source

figshare

Collection Method

Produced during a human-in-the-loop study on requirements generation from code.

Freshness

Last updated 2026-05-28 07:32:04