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[GS09] TiCoder: Test-Driven Interactive Code Generation

Kunci Stabil: GS09 | Sitasi BibTeX: 1

Ringkasan Metadata

  • Penulis & Tahun: Sarah Fakhoury and others, 2024
  • Venue & Tier: IEEE TSE 2024 Vol 50 Issue 9
  • DOI / URL: 10.1109/tse.2024.3428972
  • Skor Kualitas (QA Score): - (QA korpus baru OPEN, belum dinilai)
  • Peran Studi: pembanding-C (selective-gate Bab 2/3)
  • Tingkat Ekstraksi: metadata-calibration
  • Cakupan (Scope): Codegen test-driven + user study (gagal P1 multi-agent by-design).

1. Masalah Utama (Core Problem)

Selective interaction gate (test-driven) pada code generation single-interactive.

2. Arsitektur yang Diajukan (Architecture)

Single-interactive agent via LLM + test-driven gate (m=1..5).

3. Mekanisme Koordinasi & Kontrol (Coordination)

Gerbang interaksi selektif test-driven; bukan orkestrasi multi-agen.

4. Foundation Model & Infrastruktur (FM)

LLM umum era 2024.

5. Tolok Ukur & Dataset (Benchmark)

Codegen test-driven + user study 15 devs.

6. Artefak & Kode Sumber (Artifact)

  • (UNDOCUMENTED).

7. Metrik Primer Eksak (Primary exact)

+45.97% pass@1 + user study 15 devs (TABLE IV preprint v2; BELUM jangkar halaman published).

8. Metrik Sekunder (Secondary)

-

9. Pola Kegagalan (Failure Modes)

-

10. Ancaman Validitas (Threats)

Single-interactive (P1 via LLM, bukan multi-agent strict).

11. Jejak Bukti & Provenansi (Provenance)

Bukti Verifikasi: EVIDENCED-FACT (GS_quasi_gold.md GS09; pembanding-C selective-gate Bab 2/3).

  1. Sarah Fakhoury and 2024 others. TiCoder: Test-Driven Interactive Code Generation. 2024. Venue: IEEE TSE 2024 Vol 50 Issue 9, DOI: 10.1109/tse.2024.3428972, Role: pembanding-C (selective-gate Bab 2/3). ↩