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Paper Citation Record · LEDGER

Over-Tokenized Transformer: Vocabulary is Generally Worth Scaling

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2501.16975.

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

pith.paper-citation-record.v1
2501.16975 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 2026-08-06T10:29:55.049059Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-13T07:42:30.633440Z

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 c971b7e6-42ec-4fae-8b82-0f526e8adf8b · inbound

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding cites this paper.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Over-Tokenized Transformer: Vocabulary is Generally Worth Scaling

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T10:29:55.049059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T10:29:55.049059Z digest=sha256:abeb123e3e8c45ccfd4fd9b4b9c01b7d55005df10ac61d5440ba8776cf6c7cb4

Observation 2dd5a2a9-6fac-496a-b3a1-432231d05997 · inbound

UltraMemV2: Memory Networks Scaling to 120B Parameters with Superior Long-Context Learning cites this paper.

UltraMemV2: Memory Networks Scaling to 120B Parameters with Superior Long-Context Learning Over-Tokenized Transformer: Vocabulary is Generally Worth Scaling

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-05T16:17:41.981651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:17:41.981651Z digest=sha256:48a78f145a526f2ef4374036db89e61957af570f00f8f8b72c5978d116acdbab

Observation dcfe8b78-b52c-43cd-b5af-3cf5226ac290 · inbound

Beyond N-gram: Data-Aware X-GRAM Extraction for Efficient Embedding Parameter Scaling cites this paper.

Beyond N-gram: Data-Aware X-GRAM Extraction for Efficient Embedding Parameter Scaling Over-Tokenized Transformer: Vocabulary is Generally Worth Scaling

Reference 8

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T22:29:06.669323Z

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.

source=pdf_text observed=2026-05-09T22:28:26.681945Z digest=sha256:e3eb953081bd2915555e606dd5c448d08178c61faf44e24a75ae878589da0159

Observation dbbc0dcb-89da-4d53-8d71-c7486eed30d2 · inbound

Beyond the Last Layer: Multi-Layer Representation Fusion for Visual Tokenization cites this paper.

Beyond the Last Layer: Multi-Layer Representation Fusion for Visual Tokenization Over-Tokenized Transformer: Vocabulary is Generally Worth Scaling

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-12T05:31:23.363346Z

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.

source=pdf_text observed=2026-05-12T05:31:06.963637Z digest=sha256:c934bffc359f3d8021a69be6aca3c71de0958321ccdccde5cb5aa9a7786f1339

Observation edf2311f-29fb-4c6b-804a-c8ccbd580b7d · inbound

Beyond the Last Layer: Multi-Layer Representation Fusion for Visual Tokenization cites this paper.

Beyond the Last Layer: Multi-Layer Representation Fusion for Visual Tokenization Over-Tokenized Transformer: Vocabulary is Generally Worth Scaling

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-13T07:42:30.636505Z

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.

source=pdf_text observed=2026-05-13T07:40:16.927031Z digest=sha256:637707a563a7d6d8f861044f2314003db76b205f22c9a95b2acbffb5a8defecc