Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Parameter-Efficient Finetuning of Transformers for Source Code
As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2212.05901.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T05:21:42.629537Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-09T04:23:35.906118Z
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 71947d7e-99b1-49b5-9b8b-d10bbf21f1a2 · inbound
Resource-Efficient & Effective Code Summarization cites this paper.
Resource-Efficient & Effective Code Summarization Parameter-Efficient Finetuning of Transformers for Source Code
Reference 15
- Resolution
- verified exact
- local_arxiv, observed 2026-08-09T04:23:35.911107Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ae8387a7-b318-4ed3-804a-4442fb9e9e72 · inbound
A Systematic Literature Review of Parameter-Efficient Fine-Tuning for Large Code Models cites this paper.
A Systematic Literature Review of Parameter-Efficient Fine-Tuning for Large Code Models Parameter-Efficient Finetuning of Transformers for Source Code
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:21:42.629537Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d9c39dcc-7c66-4746-81dc-c98db01a3d8e · inbound
Parameter-Efficient Multi-Task Fine-Tuning in Code-Related Tasks cites this paper.
Parameter-Efficient Multi-Task Fine-Tuning in Code-Related Tasks Parameter-Efficient Finetuning of Transformers for Source Code
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T09:01:27.827873Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.