Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Large Language Models as Zero-Shot Conversational Recommenders
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2308.10053.
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 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T07:33:42.008292Z
A source-named dated measurement, never combined with another source.
Source: cited_works
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 960da9ec-05d6-449a-ad2c-4f7f70721dab · inbound
From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale cites this paper.
From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Large Language Models as Zero-Shot Conversational Recommenders
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T02:17:16.415801Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 966c5da4-8b81-4196-9ebc-ab4a710a9f59 · inbound
From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale cites this paper.
From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Large Language Models as Zero-Shot Conversational Recommenders
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T07:33:42.008292Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.