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[GS03] SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering

Kunci Stabil: GS03 | Sitasi BibTeX: 1

Ringkasan Metadata

  • Penulis & Tahun: John Yang and others, 2024
  • Venue & Tier: NeurIPS 2024
  • DOI / URL: 10.52202/079017-1601
  • Skor Kualitas (QA Score): - (QA korpus baru OPEN, belum dinilai)
  • Peran Studi: pembanding-C (baseline RQ4)
  • Tingkat Ekstraksi: metadata-calibration
  • Cakupan (Scope): Repo-level SE (single-agent, gagal P1 multi-agent).

1. Masalah Utama (Core Problem)

Baseline single-agent repo-level via agent-computer interface.

2. Arsitektur yang Diajukan (Architecture)

Single-agent ACI.

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.

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 GS03; baseline-C RQ4, gagal P1 sejak awal).

  1. John Yang and 2024 others. SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering. 2024. Venue: NeurIPS 2024, DOI: 10.52202/079017-1601, Role: pembanding-C (baseline RQ4). ↩