Paper Citation Record · LEDGER

What to Retrieve for Effective Retrieval-Augmented Code Generation? An Empirical Study and Beyond

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2503.20589.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2503.20589 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:25:40.177033Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-07-10T03:06:43.635806Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 33691b76-0646-43fe-9f82-f210ea46de3c · inbound

Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code cites this paper.

Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code What to Retrieve for Effective Retrieval-Augmented Code Generation? An Empirical Study and Beyond

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-11T17:21:11.045645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 553f1ec8-0149-4ee7-9fc4-d1998b632e65 · inbound

Not All RAGs Are Created Equal: A Component-Wise Empirical Study for Software Engineering Tasks cites this paper.

Not All RAGs Are Created Equal: A Component-Wise Empirical Study for Software Engineering Tasks What to Retrieve for Effective Retrieval-Augmented Code Generation? An Empirical Study and Beyond

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-15T01:53:28.490931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 49cb765a-72e8-496d-859e-d26140e13755 · inbound

VeriCache: Turning Lossy KV Cache into Lossless LLM Inference cites this paper.

VeriCache: Turning Lossy KV Cache into Lossless LLM Inference What to Retrieve for Effective Retrieval-Augmented Code Generation? An Empirical Study and Beyond

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-19T22:12:51.021551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 43c998cd-fb3c-4fc4-88aa-aadf709ce874 · inbound

R+R: Reassessing Java Security API Misuse in Current LLMs: A Replication on JCA and JSSE APIs with External Security Knowledge cites this paper.

R+R: Reassessing Java Security API Misuse in Current LLMs: A Replication on JCA and JSSE APIs with External Security Knowledge What to Retrieve for Effective Retrieval-Augmented Code Generation? An Empirical Study and Beyond

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-07-01T19:46:11.108772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9468aa56-b68d-4ae9-8a69-1310ea9d01d0 · inbound

TICoder: A Repository-Level Code Generation Framework with Test-Driven Planning and Implementation-Aware Reuse cites this paper.

TICoder: A Repository-Level Code Generation Framework with Test-Driven Planning and Implementation-Aware Reuse What to Retrieve for Effective Retrieval-Augmented Code Generation? An Empirical Study and Beyond

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-07-02T21:47:27.664196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 75862991-1fb6-4ef3-983e-f8e0e4c058af · inbound

ProjAgent: Procedural Similarity Retrieval for Repository-Level Code Generation cites this paper.

ProjAgent: Procedural Similarity Retrieval for Repository-Level Code Generation What to Retrieve for Effective Retrieval-Augmented Code Generation? An Empirical Study and Beyond

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-07-10T03:06:43.637042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e77d0190-b8ca-4b9b-b466-eb8e27ebce49 · inbound

PhoenixRepair: Rethinking Repair Strategy Exploration in Software Agents cites this paper.

PhoenixRepair: Rethinking Repair Strategy Exploration in Software Agents What to Retrieve for Effective Retrieval-Augmented Code Generation? An Empirical Study and Beyond

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T14:11:55.656773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cc54180-b943-4737-9953-a254ddea474d · inbound

RepoReasoner: Evaluating Repository-Level Code Reasoning Ability of Long-Context Language Models cites this paper.

RepoReasoner: Evaluating Repository-Level Code Reasoning Ability of Long-Context Language Models What to Retrieve for Effective Retrieval-Augmented Code Generation? An Empirical Study and Beyond

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T00:57:35.260905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aab17053-233a-4cd9-bf2e-d76bf08a18dc · inbound

Benchmarking LLMs on File System Design and Implementation cites this paper.

Benchmarking LLMs on File System Design and Implementation What to Retrieve for Effective Retrieval-Augmented Code Generation? An Empirical Study and Beyond

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T00:52:50.183417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4327bafb-cb75-4565-a42a-f8b81e3322b7 · inbound

Benchmarking LLMs on File System Design and Implementation cites this paper.

Benchmarking LLMs on File System Design and Implementation What to Retrieve for Effective Retrieval-Augmented Code Generation? An Empirical Study and Beyond

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T15:25:40.177033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f055395-c37f-4432-8ed5-3b6a01923385 · inbound

Effective and Efficient Context Retrieval via Partial Dependency Graph for Repository-Level Code Generation cites this paper.

Effective and Efficient Context Retrieval via Partial Dependency Graph for Repository-Level Code Generation What to Retrieve for Effective Retrieval-Augmented Code Generation? An Empirical Study and Beyond

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T18:10:06.565327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.