Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
NumGPT: Improving Numeracy Ability of Generative Pre-trained Models
As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2109.03137.
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 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T11:57:56.011083Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-07T00:25:19.849309Z
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 86df1ab2-eb45-41da-ad12-0ae653704026 · inbound
Causality for Natural Language Processing cites this paper.
Causality for Natural Language Processing NumGPT: Improving Numeracy Ability of Generative Pre-trained Models
Reference 2015
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:57:56.011083Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ea6a845-7749-4ff6-ba56-3d7d4c5c3b66 · inbound
Generative Optimization for Incentivized Advertising with Global Level Constraints cites this paper.
Generative Optimization for Incentivized Advertising with Global Level Constraints NumGPT: Improving Numeracy Ability of Generative Pre-trained Models
Reference 17
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T00:25:19.854077Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.