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Paper Citation Record · LEDGER

Source Code Data Augmentation for Deep Learning: A Survey

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2305.19915.

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

pith.paper-citation-record.v1
2305.19915 v4

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 2026-08-16T06:30:59.297886+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:22:46.395594Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T17:28:22.940946Z

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 e223115e-1111-445a-8a1a-cc2e5a1bbc3a · inbound

StarCoder 2 and The Stack v2: The Next Generation cites this paper.

StarCoder 2 and The Stack v2: The Next Generation Source Code Data Augmentation for Deep Learning: A Survey

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-05-12T17:28:22.943898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-05-12T17:28:22.353355Z digest=sha256:3cee3f66b3cf2f8ccca8b85d3ca56e820f050ba1d86baca6d806377fc8b0a3db

Observation 5129c6ae-d9fd-4c29-95e5-c7a2bcd3e78a · inbound

CASPER: Contrastive Approach for Smart Ponzi Scheme Detecter with More Negative Samples cites this paper.

CASPER: Contrastive Approach for Smart Ponzi Scheme Detecter with More Negative Samples Source Code Data Augmentation for Deep Learning: A Survey

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T16:12:11.616220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:12:11.616220Z digest=sha256:ff18bc31d769e991435232249f6ee5e66d9d1faac3db7829fe6fa10f71223ac2

Observation 9fae813f-c92c-403d-8688-fed40f73b9eb · inbound

Improving Code Understanding in Large Language Models through Concept-Aware Consistency Learning cites this paper.

Improving Code Understanding in Large Language Models through Concept-Aware Consistency Learning Source Code Data Augmentation for Deep Learning: A Survey

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-15T17:22:46.395594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:22:46.395594Z digest=sha256:07c9b7409fc8030673dd5325a7337b905bb362a5cca9b24e799cd7c9c554fcef