Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T16:23:55.117486Z
Paper Citation Record · LEDGER
Exploring the Technology Landscape through Topic Modeling, Expert Involvement, and Reinforcement Learning
As of 22 August 2026, this Paper Citation Record lists 2 of 2 outbound references and 0 inbound Pith citation observations for arXiv:2501.13252.
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 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
2 of 2 outbound references displayed
- verified exact1
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 22b4627f-71cd-4daf-9008-6fa912f48cfa · outbound
This paper cites an unresolved cited work.
Exploring the Technology Landscape through Topic Modeling, Expert Involvement, and Reinforcement Learning Unresolved cited work
Reference 105
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-10T16:23:55.562258Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 30dee4c8-2f74-4b29-aa95-910fde2b852b · outbound
This paper cites Fine-Tuning Topics through Weighting Aspect Keywords.
Exploring the Technology Landscape through Topic Modeling, Expert Involvement, and Reinforcement Learning Fine-Tuning Topics through Weighting Aspect Keywords
Reference 232
- Resolution
- verified exact
- local_arxiv, observed 2026-08-10T16:23:55.246225Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Pith citing papers
No inbound Pith citation observations are available.