Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2110.07577.
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 2026-08-06T15:14:16.057354Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-22T18:11:54.483660Z
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 77b0f16f-b3b3-4a2d-a62a-94b939bb8417 · inbound
Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning
Reference 97
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 b65256a4-561d-4e0a-8e13-4fbf232632f5 · inbound
LLaVA-Video: Video Instruction Tuning With Synthetic Data UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning
Reference 89
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 185feef7-5cc9-4d15-b25e-c758790fc470 · inbound
Histogram-based Parameter-efficient Tuning for Passive and Active Sonar Classification UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning
Reference 14
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 a431f047-6b97-4250-ac62-3479b767ceee · inbound
Learning Text Styles: A Study on Transfer, Attribution, and Verification UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning
Reference 100
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b7d9685-4f10-41f6-bf4e-084c7ee6028f · inbound
Combining pre-trained models via localized model averaging UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning
Reference 147
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 e424728d-fb7b-4f2d-bd4d-7448dcc057be · inbound
Find Before You Fine-Tune: A Diagnostic Study of Small LLMs for Cybersecurity QA UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.