agent/papers/items/2026-2607-11046-retrieval-oriented-code-representations-in-agentic-bug-localization.md

Paper: Retrieval-Oriented Code Representations in Agentic Bug Localization

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type: paper title: Retrieval-Oriented Code Representations in Agentic Bug Localization authors: Genevieve Caumartin, Tse-Hsun, Chen, Diego Elias Costa year: 2026 venue: arXiv url: https://arxiv.org/abs/2607.11046 code_url: source: arxiv collected_at: 2026-07-27 published_at: 2026-07-12 updated_at: 2026-07-12 status: queued relevance: high topics:

• agent-evaluation
• coding-agent
• computer-use
• rag methods:

benchmarks:

models:

datasets:

• cs.SE related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 15 collection_queries: coding-agent

One-line Takeaway

Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.

Why Collected

• matched queries: coding-agent
• inferred topics: agent-evaluation, coding-agent, computer-use, rag
• arXiv categories: cs.SE
• collection score: 15

Review Checklist

• Does this paper directly inform Agent architecture, evaluation, memory, tools, safety, coding agents, GUI/browser agents, or multi-agent workflows?
• Does it include a benchmark, dataset, code, or reproducible experimental setup?
• Should it be promoted from queued to skimmed or summarized?

Links

• arXiv: https://arxiv.org/abs/2607.11046