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Paper Citation Record · LEDGER

Explaining Explainability: Recommendations for Effective Use of Concept Activation Vectors

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2404.03713.

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

pith.paper-citation-record.v1
2404.03713 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 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 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:43:34.920395Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T19:52:44.679994Z

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 2603edbc-7c3e-47f6-86e0-52534daf5a17 · inbound

FastCAV: Efficient Computation of Concept Activation Vectors for Explaining Deep Neural Networks cites this paper.

FastCAV: Efficient Computation of Concept Activation Vectors for Explaining Deep Neural Networks Explaining Explainability: Recommendations for Effective Use of Concept Activation Vectors

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T14:43:34.920395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:43:34.920395Z digest=sha256:e5cd742785879ceb1a07ad0a4468044f6ba035f3fa71674b2ca78b1d6c2083d9

Observation 0ccda317-9d9a-4e2e-aabb-9b4a563ed0e4 · inbound

GCAV: A Global Concept Activation Vector Framework for Cross-Layer Consistency in Interpretability cites this paper.

GCAV: A Global Concept Activation Vector Framework for Cross-Layer Consistency in Interpretability Explaining Explainability: Recommendations for Effective Use of Concept Activation Vectors

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-05T14:34:08.818667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:34:08.818667Z digest=sha256:7c7d3ead6ae12d4f4263a29767504aea4e572157f4f50c84987b7d93590c1ae2

Observation 58ce3847-b7d9-4754-a695-aded83d46a1f · inbound

The SuperActivator Mechanism: Transformers Concentrate Reliable Concept Signals in the Tail cites this paper.

The SuperActivator Mechanism: Transformers Concentrate Reliable Concept Signals in the Tail Explaining Explainability: Recommendations for Effective Use of Concept Activation Vectors

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-03T18:33:05.749044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:33:05.749044Z digest=sha256:ea4bf4ecdf7680ca94e74265af9cdcbde942898280311773207c354db6aa45cc

Observation 7a1cb654-003b-4d8c-8cfe-6d2f92981159 · inbound

E-TCAV: Formalizing Penultimate Proxies for Efficient Concept Based Interpretability cites this paper.

E-TCAV: Formalizing Penultimate Proxies for Efficient Concept Based Interpretability Explaining Explainability: Recommendations for Effective Use of Concept Activation Vectors

Reference 11

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T05:21:23.789160Z

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=2026-05-12T05:20:39.978351Z digest=sha256:5b6f2cb724425fb069307806e06d9367b7d3a06e81dbef8b3bee40f90bd2ab99

Observation 6372454a-b410-47fc-b811-625745144995 · inbound

$\alpha$-TCAV: A Unified Framework for Testing with Concept Activation Vectors cites this paper.

$\alpha$-TCAV: A Unified Framework for Testing with Concept Activation Vectors Explaining Explainability: Recommendations for Effective Use of Concept Activation Vectors

Reference 63

Resolution
verified exact
arxiv_id, observed 2026-05-19T19:52:44.681674Z

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=arxiv_source observed=2026-05-19T19:47:59.664096Z digest=sha256:1512033c8e077cc730b68a02903fa366ddc4ee583d842719c3e5b1ea1cae61fd