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Paper Citation Record · LEDGER

Beyond Interpretability: The Gains of Feature Monosemanticity on Model Robustness

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2410.21331.

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

pith.paper-citation-record.v1
2410.21331 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 2026-06-27T22:29:55.741005Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T16:37:09.501401Z

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 b80e6c2f-8e7f-4034-b602-f4c6df283ccf · inbound

SoftSAE: Dynamic Top-K Selection for Adaptive Sparse Autoencoders cites this paper.

SoftSAE: Dynamic Top-K Selection for Adaptive Sparse Autoencoders Beyond Interpretability: The Gains of Feature Monosemanticity on Model Robustness

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-11T19:21:07.222615Z

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=2026-05-08T12:16:18.696425Z digest=sha256:3f5aa02b5587048f6c51f06a5e19fe1e91f2a13ffcd10e46c27e75e95bebe6b9

Observation 724b025c-891e-4231-9d79-a6ecf712574d · inbound

SoftSAE: Dynamic Top-K Selection for Adaptive Sparse Autoencoders cites this paper.

SoftSAE: Dynamic Top-K Selection for Adaptive Sparse Autoencoders Beyond Interpretability: The Gains of Feature Monosemanticity on Model Robustness

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:05:57.912670Z

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=2026-05-11T01:57:20.566117Z digest=sha256:ff082e82eb32bf66671bc1740eaeb68968e3d009bb73e6f75a5b2bdb4baca065

Observation c505823c-7723-4304-9299-973941953673 · inbound

Beyond Accuracy: Interpreting Topic Representation in Suicide Ideation Detection Models cites this paper.

Beyond Accuracy: Interpreting Topic Representation in Suicide Ideation Detection Models Beyond Interpretability: The Gains of Feature Monosemanticity on Model Robustness

Reference 27

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T16:37:09.502846Z

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=arxiv_source observed=2026-06-27T22:29:55.741005Z digest=sha256:0581d5bca5dad37c6e249d40f750451026ecb3f14f6517c876cfd9b2802b8d9d