Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Leveraging Convolutional Neural Network-Transformer Synergy for Predictive Modeling in Risk-Based Applications
As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2412.18222.
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 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-10T15:57:30.328469Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-09T00:42:49.831163Z
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 b9f243bb-abd7-4e6f-ba7a-0eb061c58602 · inbound
Multi-Level Attention and Contrastive Learning for Enhanced Text Classification with an Optimized Transformer cites this paper.
Multi-Level Attention and Contrastive Learning for Enhanced Text Classification with an Optimized Transformer Leveraging Convolutional Neural Network-Transformer Synergy for Predictive Modeling in Risk-Based Applications
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:57:30.328469Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2cd91d7-5a57-46ef-a199-312e6f3431ea · inbound
Graph Neural Network-Driven Hierarchical Mining for Complex Imbalanced Data cites this paper.
Graph Neural Network-Driven Hierarchical Mining for Complex Imbalanced Data Leveraging Convolutional Neural Network-Transformer Synergy for Predictive Modeling in Risk-Based Applications
Reference 16
- Resolution
- verified exact
- local_arxiv, observed 2026-08-09T00:42:49.838280Z
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.