Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Transformer Multivariate Forecasting: Less is More?
As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2401.00230.
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 2026-08-11T22:44:37.741777Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-10T22:25:24.972421Z
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 47b7b396-2cc8-4173-9b52-834147af03f7 · inbound
Continual Low-Rank Scaled Dot-product Attention cites this paper.
Continual Low-Rank Scaled Dot-product Attention Transformer Multivariate Forecasting: Less is More?
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T22:44:37.741777Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ceebbb4-30cf-41ba-a70b-9d01989933cf · inbound
Revisiting PCA for time series reduction in temporal dimension cites this paper.
Revisiting PCA for time series reduction in temporal dimension Transformer Multivariate Forecasting: Less is More?
Reference 2021
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T00:42:13.001482Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83aefa75-6ab4-4eee-9a73-b89509e83dc9 · inbound
Time Series Language Model for Descriptive Caption Generation cites this paper.
Time Series Language Model for Descriptive Caption Generation Transformer Multivariate Forecasting: Less is More?
Reference 70
- Resolution
- verified exact
- local_arxiv, observed 2026-08-10T22:25:24.980925Z
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.