Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Understanding Before Recommendation: Semantic Aspect-Aware Review Exploitation via Large Language Models
As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2312.16275.
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 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-11T13:11:48.638758Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-11T04:58:32.363619Z
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 490473ec-778e-4c9a-8597-49f4119394db · inbound
Large Language Model Enhanced Recommender Systems: A Survey cites this paper.
Large Language Model Enhanced Recommender Systems: A Survey Understanding Before Recommendation: Semantic Aspect-Aware Review Exploitation via Large Language Models
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T13:11:48.638758Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa6d009f-84e9-4c49-be12-4dc4965ee7fa · inbound
An Automatic Graph Construction Framework based on Large Language Models for Recommendation cites this paper.
An Automatic Graph Construction Framework based on Large Language Models for Recommendation Understanding Before Recommendation: Semantic Aspect-Aware Review Exploitation via Large Language Models
Reference 51
- Resolution
- verified exact
- local_arxiv, observed 2026-08-11T04:58:32.393873Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.