Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Data-efficient LLM Fine-tuning for Code Generation
As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2504.12687.
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 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T20:36:26.513190Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-11T17:21:11.100740Z
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 edcf25bf-0b2b-4cbd-88ff-bf72955a8efc · inbound
Efficient Code LLM Training via Distribution-Consistent and Diversity-Aware Data Selection cites this paper.
Efficient Code LLM Training via Distribution-Consistent and Diversity-Aware Data Selection Data-efficient LLM Fine-tuning for Code Generation
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:36:26.513190Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75585882-f0ac-4137-a161-9f10178aa14c · inbound
Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code cites this paper.
Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code Data-efficient LLM Fine-tuning for Code Generation
Reference 82
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T17:21:11.105630Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.