Paper Citation Record · LEDGER

Selective Sinkhorn Routing for Improved Sparse Mixture of Experts

As of 7 August 2026, this Paper Citation Record lists 2 of 2 outbound references and 2 inbound Pith citation observations for arXiv:2511.08972.

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

pith.paper-citation-record.v1
2511.08972 v2

Coverage vector

measured 2 of 2 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T22:47:20.338608Z

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-01T06:55:06.270685Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-01T06:55:28.741767Z

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 d466a9e4-0be5-4e19-9bac-d3b273b6a1ef · outbound

This paper cites Training is performed with a batch size of 48 for 80,000 steps, using a learning rate of 0.0007 with 4,000 warm-up steps and a dropout rate of 0.1.

Selective Sinkhorn Routing for Improved Sparse Mixture of Experts Training is performed with a batch size of 48 for 80,000 steps, using a learning rate of 0.0007 with 4,000 warm-up steps and a dropout rate of 0.1

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T22:47:20.338608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98c9651f-34bc-4af6-ac0f-7f45e6d1c032 · outbound

This paper cites ST-MoE: Designing Stable and Transferable Sparse Expert Models.

Selective Sinkhorn Routing for Improved Sparse Mixture of Experts ST-MoE: Designing Stable and Transferable Sparse Expert Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T22:47:20.246737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation cfe23203-b1b1-448d-a71f-587807450b77 · inbound

Visual Text Compression as Measure Transport cites this paper.

Visual Text Compression as Measure Transport Selective Sinkhorn Routing for Improved Sparse Mixture of Experts

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-06-05T02:15:30.496448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a74fd4c9-8e17-4e9d-b00d-2899f5889516 · inbound

Mixture-of-Control: State-Aware Fine-Tuning for Transformer-based Models cites this paper.

Mixture-of-Control: State-Aware Fine-Tuning for Transformer-based Models Selective Sinkhorn Routing for Improved Sparse Mixture of Experts

Reference 108

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T06:55:28.744040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.