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Paper Citation Record · LEDGER

Efficient Joint Prediction of Multiple Future Tokens

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2503.21801.

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

pith.paper-citation-record.v1
2503.21801 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:25:35.525235Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-25T07:25:29.495634Z

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 6083801d-3bef-4564-8967-852bca3b0031 · inbound

Next-Latent Prediction Transformers Learn Compact World Models cites this paper.

Next-Latent Prediction Transformers Learn Compact World Models Efficient Joint Prediction of Multiple Future Tokens

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-25T07:25:29.499258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-25T07:21:04.684347Z digest=sha256:8611f2a4210913297e4bf85ac48912ba06b42de7e74125a09fe3ece4eac694ce

Observation d6926a11-ae74-43d9-9d4f-ce595bb9f519 · inbound

Next-Latent Prediction Transformers Learn Compact World Models cites this paper.

Next-Latent Prediction Transformers Learn Compact World Models Efficient Joint Prediction of Multiple Future Tokens

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-03T23:27:53.832001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T23:27:53.832001Z digest=sha256:22c7d87c58b1e6d50510009d6e261e455faabf985ef773aa5e1fe0b93765f4be

Observation 0f2894dd-8730-492c-bafb-2293ddcc151b · inbound

How Transformers Learn to Plan via Multi-Token Prediction cites this paper.

How Transformers Learn to Plan via Multi-Token Prediction Efficient Joint Prediction of Multiple Future Tokens

Reference 1

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T10:31:04.976123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-10T15:26:08.402006Z digest=sha256:01a3701c4618c610e9d4f60f6c5ade6f71b8d477ebc0a3d1e2b0bee8d19a61d0

Observation 2a29f14f-088a-4203-a407-b53d63259f3c · inbound

How Transformers Learn to Plan via Multi-Token Prediction cites this paper.

How Transformers Learn to Plan via Multi-Token Prediction Efficient Joint Prediction of Multiple Future Tokens

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-02T16:29:33.000133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:29:33.000133Z digest=sha256:9c6f5526211ef3bb9fa4b6fe3f82b0d865d8c4e417a34d9f046af6cfc02d371c

Observation 59b27054-2001-4abb-bfbd-55df76adbf8b · inbound

AdaMTP: An Adaptive Training Paradigm for Multi-Token Prediction cites this paper.

AdaMTP: An Adaptive Training Paradigm for Multi-Token Prediction Efficient Joint Prediction of Multiple Future Tokens

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-15T15:25:35.525235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T15:25:35.525235Z digest=sha256:d1595bd2903cd6654bae3fc3c89bde58f59c90e3b362553ecf300c72ff810399

Observation 9a3321da-69b0-4d11-84ec-b2aaf30ee009 · inbound

Hierarchical Latent Prediction for Language Models cites this paper.

Hierarchical Latent Prediction for Language Models Efficient Joint Prediction of Multiple Future Tokens

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T23:13:07.276744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T23:13:07.276744Z digest=sha256:a6a65d17c6d2611013a586d777b4cf5258ed038f972820a035b8823dca1fd876

Observation 88acf296-3b72-4afa-b4c1-89f067a2ff8a · inbound

Full-bandwidth transformer cites this paper.

Full-bandwidth transformer Efficient Joint Prediction of Multiple Future Tokens

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-14T04:27:56.613905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T04:27:56.613905Z digest=sha256:7275fdff45c6c5b11bad2caa968ebd7004039f011f1ce51bebf32ec83a98ff20