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Paper Citation Record · LEDGER

FlipDA: Effective and Robust Data Augmentation for Few-Shot Learning

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2108.06332.

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

pith.paper-citation-record.v1
2108.06332 v2

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 2026-08-09T06:31:02.800959+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:22:47.365122Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T14:42:47.507188Z

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 3dffb478-fd0a-4e2a-8858-681b9e7af66c · inbound

MASTER: Enhancing Large Language Model via Multi-Agent Simulated Teaching cites this paper.

MASTER: Enhancing Large Language Model via Multi-Agent Simulated Teaching FlipDA: Effective and Robust Data Augmentation for Few-Shot Learning

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T11:22:47.365122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:22:47.365122Z digest=sha256:6800eff316f14237f05867469d14639af2974de3dcfad3fcca401b4b41b9c9b9

Observation 339c28ef-0538-489f-9bad-ac93527818b8 · inbound

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis cites this paper.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis FlipDA: Effective and Robust Data Augmentation for Few-Shot Learning

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-06T17:03:37.099718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:03:37.099718Z digest=sha256:e16360ff43855658ac08186ea026092a03a3422c1ce43340e2c41a7a7002e6b6

Observation 512170c4-a36f-4cf5-92a5-c519adb75f9c · inbound

Actively evaluating and learning the distinctions that matter: Vaccine safety signal detection from emergency triage notes cites this paper.

Actively evaluating and learning the distinctions that matter: Vaccine safety signal detection from emergency triage notes FlipDA: Effective and Robust Data Augmentation for Few-Shot Learning

Reference 42

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T14:42:47.511725Z

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.

source=pdf_text observed=2026-08-06T14:42:47.464718Z digest=sha256:34ba87825942968a1d93e97754537a26f695c99cb741dcf1236a21d1874938e8