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Paper Citation Record · LEDGER

Improving Few-Shot Performance of Language Models via Nearest Neighbor Calibration

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2212.02216.

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

pith.paper-citation-record.v1
2212.02216 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 2026-08-17T06:30:58.91139+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T17:39:19.697474Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T14:47:37.314408Z

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 ba9eaece-d93a-4d1e-86c1-5f93619b462d · inbound

GRL-Prompt: Towards Knowledge Graph based Prompt Optimization via Reinforcement Learning cites this paper.

GRL-Prompt: Towards Knowledge Graph based Prompt Optimization via Reinforcement Learning Improving Few-Shot Performance of Language Models via Nearest Neighbor Calibration

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-12T17:39:19.697474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T17:39:19.697474Z digest=sha256:f4d669dca00a799380bef4d6409ce56498111deb44b590e722744ee586a28baa

Observation 6ff7e294-a79b-476e-bc94-4d3988e01e7a · inbound

Time Will Tell: Timing Side Channels via Output Token Count in Large Language Models cites this paper.

Time Will Tell: Timing Side Channels via Output Token Count in Large Language Models Improving Few-Shot Performance of Language Models via Nearest Neighbor Calibration

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-11T11:29:31.032859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:29:31.032859Z digest=sha256:8cd015838264fb9e9813844dfe42833f5c09557cf3247f56ac219925e98072d1

Observation 36f9202e-ae34-49df-b489-e5317a4a412e · inbound

Modeling Ranking Properties with In-Context Learning cites this paper.

Modeling Ranking Properties with In-Context Learning Improving Few-Shot Performance of Language Models via Nearest Neighbor Calibration

Reference 12

Resolution
metadata mismatch
local_arxiv, observed 2026-08-07T14:47:37.441395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T14:47:32.739355Z digest=sha256:ab74a8d9f8d992389d93887bd83e1f8931e89c0e351c53d503010c659511b4fc