Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2311.03748.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T17:33:13.475037Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-13T11:32:36.893255Z
0 of 0 outbound references displayed
External citation measurements
No source-named external measurement is stored.
No outbound reference observations are available for this paper version.
Observation bb890ca1-855f-4a75-89eb-c9eee40ed0f4 · inbound
Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d66a7e00-af97-493b-aaa5-77317cd53982 · inbound
GEM: A Scale-Aware and Distribution-Sensitive Sparse Fine-Tuning Framework for Effective Downstream Adaptation Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.