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Paper Citation Record · LEDGER

Adapting Language-Audio Models as Few-Shot Audio Learners

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2305.17719.

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

pith.paper-citation-record.v1
2305.17719 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 2026-08-13T06:32:02.005865+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:40:31.463118Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T19:40:52.150014Z

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 669095e8-b088-47f5-9fe7-635653ee80eb · inbound

Multiple Consistency-guided Test-Time Adaptation for Contrastive Audio-Language Models with Unlabeled Audio cites this paper.

Multiple Consistency-guided Test-Time Adaptation for Contrastive Audio-Language Models with Unlabeled Audio Adapting Language-Audio Models as Few-Shot Audio Learners

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-11T05:40:31.463118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:40:31.463118Z digest=sha256:9db6ce4dd662d910bfbc56ae308d675b691eb7a9578ff6dce63d2104ac903147

Observation 606ae98f-7685-4978-8fdc-e0c19507394f · inbound

TSPE: Task-Specific Prompt Ensemble for Improved Zero-Shot Audio Classification cites this paper.

TSPE: Task-Specific Prompt Ensemble for Improved Zero-Shot Audio Classification Adapting Language-Audio Models as Few-Shot Audio Learners

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-10T22:57:23.661121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:57:23.661121Z digest=sha256:d652be8407b13faa39cf592b97fd06f4027146626e4df813fdb7f15286ac4d75

Observation 3442178e-86b7-4f71-8dee-aefd743aef89 · inbound

CLAP-S: Support Set Based Adaptation for Downstream Fiber-optic Acoustic Recognition cites this paper.

CLAP-S: Support Set Based Adaptation for Downstream Fiber-optic Acoustic Recognition Adapting Language-Audio Models as Few-Shot Audio Learners

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-08-10T19:40:52.160624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T19:40:52.054694Z digest=sha256:1dc704e3de57862d8ac7409245eb15638f6769e4fda7b211109cd4219effe20e