Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Large Language Models Struggle to Describe the Haystack without Human Help: Human-in-the-loop Evaluation of Topic Models
As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2502.14748.
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 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T21:15:08.616951Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T17:01:22.636780Z
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 805e2c83-b0cc-44d2-ab0c-08a4abed97da · inbound
ProxAnn: Use-Oriented Evaluations of Topic Models and Document Clustering cites this paper.
ProxAnn: Use-Oriented Evaluations of Topic Models and Document Clustering Large Language Models Struggle to Describe the Haystack without Human Help: Human-in-the-loop Evaluation of Topic Models
Reference 2014
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T21:15:08.616951Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f07b56e-c5d7-48c3-8da3-879b9bd3b2e9 · inbound
PenTest2.0: Towards Autonomous Privilege Escalation Using GenAI cites this paper.
PenTest2.0: Towards Autonomous Privilege Escalation Using GenAI Large Language Models Struggle to Describe the Haystack without Human Help: Human-in-the-loop Evaluation of Topic Models
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:01:15.856529Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91eecfef-4d58-49bd-a2bb-ab1e835cdf91 · inbound
TopicImpact: Improving Customer Feedback Analysis with Opinion Units for Topic Modeling and Star-Rating Prediction cites this paper.
TopicImpact: Improving Customer Feedback Analysis with Opinion Units for Topic Modeling and Star-Rating Prediction Large Language Models Struggle to Describe the Haystack without Human Help: Human-in-the-loop Evaluation of Topic Models
Reference 22
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T17:01:22.699637Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.