Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
A Secure and Efficient Federated Learning Framework for NLP
As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2201.11934.
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 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T16:13:03.302442Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-12T06:01:23.672744Z
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 a17c0b48-59d7-49af-aee4-c564db33ae11 · inbound
DSFL: A Dual-Server Byzantine-Resilient Federated Learning Framework via Group-Based Secure Aggregation cites this paper.
DSFL: A Dual-Server Byzantine-Resilient Federated Learning Framework via Group-Based Secure Aggregation A Secure and Efficient Federated Learning Framework for NLP
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:13:03.302442Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6f39494-f3d4-470e-9c8d-84ea81285cab · inbound
Provable Sparse Inversion and Token Relabel Enhanced One-shot Federated Learning with ViTs cites this paper.
Provable Sparse Inversion and Token Relabel Enhanced One-shot Federated Learning with ViTs A Secure and Efficient Federated Learning Framework for NLP
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T06:01:23.675577Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.