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Paper Citation Record · LEDGER

Code Needs Comments: Enhancing Code LLMs with Comment Augmentation

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2402.13013.

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

pith.paper-citation-record.v1
2402.13013 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:54:06.711807Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T11:44:38.342288Z

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 d4527544-ec7c-49b1-9c71-26c6b2fe4cfb · inbound

InternLM2 Technical Report cites this paper.

InternLM2 Technical Report Code Needs Comments: Enhancing Code LLMs with Comment Augmentation

Reference 110

Resolution
verified exact
arxiv_id, observed 2026-05-15T11:44:38.344488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-05-15T11:44:38.066501Z digest=sha256:35361d3304d294d094b7cd4a323f9e975cea559a33339e336ddceb0498561b7e

Observation 1ff4b7ea-e1b9-449d-af46-9787d53ee2a8 · inbound

VerilogDB: The Largest, Highest-Quality Dataset with a Preprocessing Framework for LLM-based RTL Generation cites this paper.

VerilogDB: The Largest, Highest-Quality Dataset with a Preprocessing Framework for LLM-based RTL Generation Code Needs Comments: Enhancing Code LLMs with Comment Augmentation

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-06T18:54:06.711807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:54:06.711807Z digest=sha256:8157f9d9debc090d85fc92c75816d878c7db58f3f54454b81063ab488d21f28a

Observation a3df383c-a084-49b8-a6e1-045639e873fb · inbound

Similar Pattern Annotation via Retrieval Knowledge for LLM-Based Test Code Fault Localization cites this paper.

Similar Pattern Annotation via Retrieval Knowledge for LLM-Based Test Code Fault Localization Code Needs Comments: Enhancing Code LLMs with Comment Augmentation

Reference 66

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:00:56.649552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:58:17.585369Z digest=sha256:1e20c390093336ad0c0aed5d6e106ddc56887edab5b411d090e4074706ca594c