Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2305.16597.
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 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T05:35:20.155261Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-13T11:32:36.862971Z
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 e324103e-59eb-47d2-9e2d-8a6a484f63e7 · inbound
Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey Neural Architecture Search for Parameter-Efficient Fine-tuning of Large Pre-trained Language Models
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 893469f6-6f61-445a-b117-77ab73870ae6 · inbound
PrunePEFT: Iterative Hybrid Pruning for Parameter-Efficient Fine-tuning of LLMs Neural Architecture Search for Parameter-Efficient Fine-tuning of Large Pre-trained Language Models
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 48728fb9-b584-4d8f-9f85-12ee20ccf587 · inbound
SOS-LoRA: Static Orthogonal-Subspace Low-Rank Adaptation with Fixed Multi-Scale Scaling Neural Architecture Search for Parameter-Efficient Fine-tuning of Large Pre-trained Language Models
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.