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Paper Citation Record · LEDGER

Exploring Predictive Uncertainty and Calibration in NLP: A Study on the Impact of Method & Data Scarcity

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2210.15452.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2210.15452 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T15:23:15.280655Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-11T18:36:08.737923Z

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 ea68b8cc-73ae-4656-9d00-8b4ef23bcd2c · inbound

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration cites this paper.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Exploring Predictive Uncertainty and Calibration in NLP: A Study on the Impact of Method & Data Scarcity

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-09T15:23:15.280655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T15:23:15.280655Z digest=sha256:f244bd8b6a93a5bc2c4ea3d51029c96772ffb394f5fbbc0e9471971b9c978d7b

Observation c4fa1086-552c-4344-9d78-966dd1b2a338 · inbound

Quantifying the Uncertainty of Foundation Models with Singular Value Ensembles cites this paper.

Quantifying the Uncertainty of Foundation Models with Singular Value Ensembles Exploring Predictive Uncertainty and Calibration in NLP: A Study on the Impact of Method & Data Scarcity

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-03T06:48:16.055144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T06:48:16.055144Z digest=sha256:19d7215b1950c168c2bafb5d90834df9a2f1a1a65d6e4713ec895885fdb8bd36

Observation 4ab7d58e-5f40-470b-928d-cc11e45477ae · inbound

On the Blessing of Pre-training in Weak-to-Strong Generalization cites this paper.

On the Blessing of Pre-training in Weak-to-Strong Generalization Exploring Predictive Uncertainty and Calibration in NLP: A Study on the Impact of Method & Data Scarcity

Reference 71

Resolution
verified exact
arxiv_id, observed 2026-05-11T18:36:08.740695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-05-08T14:59:19.883399Z digest=sha256:e06b184fab429ded2c607495b0e9e7f374c5cc73a447ec49a87547cbb712b48c