[GS04] AutoCodeRover: Autonomous Program Improvement

Kunci Stabil: GS04 | Sitasi BibTeX: ¹

Ringkasan Metadata

• Penulis & Tahun: Yuntong Zhang and others, 2024
• Venue & Tier: ISSTA 2024
• DOI / URL: 10.1145/3650212.3680384
• Skor Kualitas (QA Score): - (QA korpus baru OPEN, belum dinilai)
• Peran Studi: pembanding-C (baseline RQ4)
• Tingkat Ekstraksi: metadata-calibration
• Cakupan (Scope): Repo-level APR (single-agent, gagal P1 multi-agent).

---

1. Masalah Utama (Core Problem)

Baseline autonomous program repair (AST-search, single-agent).

2. Arsitektur yang Diajukan (Architecture)

Autonomous AST-search.

3. Mekanisme Koordinasi & Kontrol (Coordination)

Otonom tunggal; tanpa koordinasi multi-agen.

4. Foundation Model & Infrastruktur (FM)

LLM umum era 2024.

5. Tolok Ukur & Dataset (Benchmark)

SWE-bench (repo-level APR).

6. Artefak & Kode Sumber (Artifact)

• (UNDOCUMENTED).

7. Metrik Primer Eksak (Primary exact)

UNDOCUMENTED di SSOT jalur baru.

8. Metrik Sekunder (Secondary)

-

9. Pola Kegagalan (Failure Modes)

-

10. Ancaman Validitas (Threats)

UNDOCUMENTED (QA korpus baru OPEN).

11. Jejak Bukti & Provenansi (Provenance)

Bukti Verifikasi: EVIDENCED-FACT (GS_quasi_gold.md GS04; baseline-C RQ4, gagal P1 sejak awal).

---

1. Yuntong Zhang and 2024 others. AutoCodeRover: Autonomous Program Improvement. 2024. Venue: ISSTA 2024, DOI: 10.1145/3650212.3680384, Role: pembanding-C (baseline RQ4). ↩