Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
VulBERTa: Simplified Source Code Pre-Training for Vulnerability Detection
As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2205.12424.
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 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:01:16.064587Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T15:12:30.849425Z
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 ebb7797e-a53a-4421-bdc7-2bcb97d9d3c3 · inbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond cites this paper.
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond VulBERTa: Simplified Source Code Pre-Training for Vulnerability Detection
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:01:16.064587Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32633968-5148-443b-b674-c45ec1fe37cc · inbound
LLMxCPG: Context-Aware Vulnerability Detection Through Code Property Graph-Guided Large Language Models cites this paper.
LLMxCPG: Context-Aware Vulnerability Detection Through Code Property Graph-Guided Large Language Models VulBERTa: Simplified Source Code Pre-Training for Vulnerability Detection
Reference 14
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T15:12:30.854031Z
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.