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Paper Citation Record · LEDGER

Interpretability in Deep Time Series Models Demands Semantic Alignment

As of 19 August 2026, this Paper Citation Record lists 2 of 2 outbound references and 0 inbound Pith citation observations for arXiv:2602.02239.

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

pith.paper-citation-record.v1
2602.02239 v2

Coverage vector

measured 2 of 2 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T05:28:33.784069Z

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

2 of 2 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 30294b26-3ffe-4c3d-acc4-c509aab28726 · outbound

This paper cites From a semantic alignment perspective, this introduces an additional failure mode compared to feature attribution methods.

Interpretability in Deep Time Series Models Demands Semantic Alignment From a semantic alignment perspective, this introduces an additional failure mode compared to feature attribution methods

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-03T05:28:33.784069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T05:28:33.784069Z digest=sha256:614591738f9b686073ba690023f934cc3bd94da734b0a654986cc87c3c07d8e0

Observation 6a9d5ded-1a19-402e-a1e3-07bceb640daa · outbound

This paper cites Attention is not Explanation.

Interpretability in Deep Time Series Models Demands Semantic Alignment Attention is not Explanation

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-03T05:28:33.719701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T05:28:33.719701Z digest=sha256:78b2d5a5c65339a975541a5099f63188b509e2e987e86b5e965ae338f09d7035

Pith citing papers

No inbound Pith citation observations are available.