Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Parameter Efficient Fine Tuning: A Comprehensive Analysis Across Applications
As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2404.13506.
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 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T12:43:41.803961Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T14:38:29.313028Z
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 9c15fe0a-4abe-4576-97dd-8ef9f128f55b · inbound
Can Smaller LLMs do better? Unlocking Cross-Domain Potential through Parameter-Efficient Fine-Tuning for Text Summarization cites this paper.
Can Smaller LLMs do better? Unlocking Cross-Domain Potential through Parameter-Efficient Fine-Tuning for Text Summarization Parameter Efficient Fine Tuning: A Comprehensive Analysis Across Applications
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T12:43:41.803961Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1adcae7-9afe-4345-bed2-2dde7ab1dfce · inbound
FMplex: Model Virtualization for Serving Extensible Foundation Models cites this paper.
FMplex: Model Virtualization for Serving Extensible Foundation Models Parameter Efficient Fine Tuning: A Comprehensive Analysis Across Applications
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T03:47:35.369791Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2c1face4-d1f5-43c2-a5e1-89cf90dfab51 · inbound
Direct Preference Optimization for Chatbot Fine-Tuning: An Empirical Study cites this paper.
Direct Preference Optimization for Chatbot Fine-Tuning: An Empirical Study Parameter Efficient Fine Tuning: A Comprehensive Analysis Across Applications
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T14:38:29.314374Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.