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Paper Citation Record · LEDGER

Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:1911.10688.

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

pith.paper-citation-record.v1
1911.10688 v4

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 2026-08-14T06:32:32.682623+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T15:42:48.713440Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-12T15:42:48.887424Z

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 84bdc245-ce1e-4324-8a21-455e3eb24416 · inbound

Teaching MLPs to Master Heterogeneous Graph-Structured Knowledge for Efficient and Accurate Inference cites this paper.

Teaching MLPs to Master Heterogeneous Graph-Structured Knowledge for Efficient and Accurate Inference Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator

Reference 35

Resolution
verified exact
local_arxiv, observed 2026-08-12T15:42:48.895060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T15:42:48.713440Z digest=sha256:a324b29d873c60ffb23b27dc3befc395abad3d9b67bc2758908d4f02f533beff

Observation b0b3f441-0862-4ecd-8bb5-78a5837a2386 · inbound

Remedying Coarsening-Based GNN Training under Heterophily via Adaptive Complementary Enhancement cites this paper.

Remedying Coarsening-Based GNN Training under Heterophily via Adaptive Complementary Enhancement Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-01T06:31:24.361104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T06:31:24.361104Z digest=sha256:44a68957099ff6d5e19faa4dd7ec4174b68dafec906e0f3de3ca25f9f2c4dbc6