Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Improving Position Encoding of Transformers for Multivariate Time Series Classification
As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2305.16642.
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 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-10T21:09:54.557270Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
6
pith, observed 2026-08-05T02:28:24.338817Z
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation b0cacfc5-93ec-4fc4-ace7-afac82dea895 · inbound
ASTRAFier: A Novel and Scalable Transformer-based Stellar Variability Classifier cites this paper.
ASTRAFier: A Novel and Scalable Transformer-based Stellar Variability Classifier Improving Position Encoding of Transformers for Multivariate Time Series Classification
Reference 28
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T21:05:49.649592Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f33665aa-272e-4d59-b32d-8cfe6bf27629 · inbound
Enhancing deep learning models for time series classification via knowledge distillation cites this paper.
Enhancing deep learning models for time series classification via knowledge distillation Improving Position Encoding of Transformers for Multivariate Time Series Classification
Reference 12
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-10T21:17:35.962629Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.