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Paper Citation Record · LEDGER

GN-Transformer: Fusing Sequence and Graph Representation for Improved Code Summarization

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2111.08874.

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

pith.paper-citation-record.v1
2111.08874 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:50:07.968310Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T23:56:11.935166Z

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 e5909fb8-3b00-40eb-88f9-18d94358b9b8 · inbound

Analysis on LLMs Performance for Code Summarization cites this paper.

Analysis on LLMs Performance for Code Summarization GN-Transformer: Fusing Sequence and Graph Representation for Improved Code Summarization

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-11T05:50:07.968310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:50:07.968310Z digest=sha256:cedd608e0557e27991f4fc2e175b5fa642ae7cd741991e5d30eccdc35202e105

Observation 8cabad09-6cc8-44b8-b67d-536c9c0d0cf1 · inbound

PLMGH: What Matters in PLM-GNN Hybrids for Code Classification and Vulnerability Detection cites this paper.

PLMGH: What Matters in PLM-GNN Hybrids for Code Classification and Vulnerability Detection GN-Transformer: Fusing Sequence and Graph Representation for Improved Code Summarization

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-11T23:56:11.938749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-07T16:05:56.166885Z digest=sha256:e40b6d7cfd629ce0307e384b627861e0070543d01c1c395d217806e32ba4f066