Paper Citation Record · LEDGER

Data Augmentation for Intent Classification with Off-the-shelf Large Language Models

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2204.01959.

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

pith.paper-citation-record.v1
2204.01959 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:40:07.943829Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T13:17:39.535877Z

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 9fb26885-5cdb-40a3-8476-06f1c181cb19 · inbound

ShieldGemma: Generative AI Content Moderation Based on Gemma cites this paper.

ShieldGemma: Generative AI Content Moderation Based on Gemma Data Augmentation for Intent Classification with Off-the-shelf Large Language Models

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-20T13:17:39.537627Z

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.

Observation 761847a0-0cbc-431c-b50f-9fb674ccefaa · inbound

Pre-Trained AI Model Assisted Online Decision-Making under Missing Covariates: A Theoretical Perspective cites this paper.

Pre-Trained AI Model Assisted Online Decision-Making under Missing Covariates: A Theoretical Perspective Data Augmentation for Intent Classification with Off-the-shelf Large Language Models

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-06T18:40:07.943829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9ce0412-470d-4799-8016-08caffc87a6e · inbound

Multi-Intent Recognition in Dialogue Understanding: A Comparison Between Smaller Open-Source LLMs cites this paper.

Multi-Intent Recognition in Dialogue Understanding: A Comparison Between Smaller Open-Source LLMs Data Augmentation for Intent Classification with Off-the-shelf Large Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T18:21:56.311760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a497c7c-12ce-4b7c-8552-a410f4231d5b · inbound

Training-Free versus Training-Based Intent Classification in LLMs: Accuracy, Robustness, and Failure Modes cites this paper.

Training-Free versus Training-Based Intent Classification in LLMs: Accuracy, Robustness, and Failure Modes Data Augmentation for Intent Classification with Off-the-shelf Large Language Models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-04T07:49:38.699651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.