Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T20:33:18.604011Z
Paper Citation Record · LEDGER
Comparative Analysis of Efficient Adapter-Based Fine-Tuning of State-of-the-Art Transformer Models
As of 13 August 2026, this Paper Citation Record lists 3 of 3 outbound references and 1 inbound Pith citation observation for arXiv:2501.08271.
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 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T19:48:47.656516Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
3 of 3 outbound references displayed
- verified exact0
- verified fuzzy1
- unresolved2
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation d458f00c-6c0c-44d9-97de-cf8bef51c362 · outbound
This paper cites an unresolved cited work.
Comparative Analysis of Efficient Adapter-Based Fine-Tuning of State-of-the-Art Transformer Models Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T20:33:18.679590Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c1c52767-60e2-4256-b8e1-ce5d44c379d8 · outbound
This paper cites reasonable default.
Comparative Analysis of Efficient Adapter-Based Fine-Tuning of State-of-the-Art Transformer Models reasonable default
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:33:18.663302Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c320b198-c0df-4978-9f16-0e1752c3e17c · outbound
This paper cites AdapterHub: A Framework for Adapting Transformers.
Comparative Analysis of Efficient Adapter-Based Fine-Tuning of State-of-the-Art Transformer Models AdapterHub: A Framework for Adapting Transformers
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:33:18.604011Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 0c39b048-ba09-4bf2-a394-46c2155fe867 · inbound
DP-FedLoRA: Privacy-Enhanced Federated Fine-Tuning for On-Device Large Language Models cites this paper.
DP-FedLoRA: Privacy-Enhanced Federated Fine-Tuning for On-Device Large Language Models Comparative Analysis of Efficient Adapter-Based Fine-Tuning of State-of-the-Art Transformer Models
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T19:48:47.656516Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.