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Paper Citation Record · LEDGER

Self-Adjust Softmax

As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2502.18277.

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

pith.paper-citation-record.v1
2502.18277 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:18:57.031190Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T22:01:52.015598Z

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 2569a1a7-b213-465e-87d6-c5f9981716f6 · inbound

SEReDeEP: Hallucination Detection in Retrieval-Augmented Models via Semantic Entropy and Context-Parameter Fusion cites this paper.

SEReDeEP: Hallucination Detection in Retrieval-Augmented Models via Semantic Entropy and Context-Parameter Fusion Self-Adjust Softmax

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-15T22:18:57.031190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:18:57.031190Z digest=sha256:74f5cb652ae87b4b9578cc79175956d92e663b74e9666cb878e420a7b36cbb16

Observation 4cb9b4b0-8eaa-4ee6-8a88-655ced183d20 · inbound

SSA: Improving Performance With a Better Scoring Function cites this paper.

SSA: Improving Performance With a Better Scoring Function Self-Adjust Softmax

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-18T22:01:52.018413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-18T21:58:28.070835Z digest=sha256:cc98449b14e922fee0d845ca84fbd73b5356f746ede525f91dbc2ec29e27cd13