Paper Citation Record · LEDGER

MoEUT: Mixture-of-Experts Universal Transformers

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2405.16039.

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

pith.paper-citation-record.v1
2405.16039 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T11:23:40.909701Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T01:09:18.548390Z

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 1a540c13-cf09-4887-992e-30b8a00c4bbb · inbound

Peri-LN: Revisiting Normalization Layer in the Transformer Architecture cites this paper.

Peri-LN: Revisiting Normalization Layer in the Transformer Architecture MoEUT: Mixture-of-Experts Universal Transformers

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-09T11:23:40.909701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c149812-9858-4e70-91db-36b473469cd7 · inbound

Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free cites this paper.

Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free MoEUT: Mixture-of-Experts Universal Transformers

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-12T09:04:34.850063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 36da8a23-bc4b-46e0-aba0-047a60344f1d · inbound

Chain-of-Experts: Unlocking the Communication Power of Mixture-of-Experts Models cites this paper.

Chain-of-Experts: Unlocking the Communication Power of Mixture-of-Experts Models MoEUT: Mixture-of-Experts Universal Transformers

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:34.076021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfe367ac-862b-4038-bb0a-729a6dfb5e3e · inbound

Parcae: Scaling Laws For Stable Looped Language Models cites this paper.

Parcae: Scaling Laws For Stable Looped Language Models MoEUT: Mixture-of-Experts Universal Transformers

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:21:01.073162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ad7759de-e085-49c9-82fe-993ed2c48f92 · inbound

Repeated Shared Access Enables Grokking, but Edit Propagation Depends on an Addressable Memory cites this paper.

Repeated Shared Access Enables Grokking, but Edit Propagation Depends on an Addressable Memory MoEUT: Mixture-of-Experts Universal Transformers

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-07-04T01:09:18.550561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.