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Paper Citation Record · LEDGER

Over-Tokenized Transformer: Vocabulary is Generally Worth Scaling

As of 9 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=sha256:093d7c1f49ae55cedf152954d2bb7a1a59483ca9703b78a3566a99223228f5a3

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=sha256:08b7a9cae17178a6a18ff36e56b8b8a9354e70cef0359d2ca397dcde159f60d3

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=sha256:77d12eaec8d4417b7684aad1f05beedbf4e71b3aae8421552bf8b2604abfa7c3

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=sha256:9aedb430ae5deabd9c8b97aa8be312b2ee0748bdbadba4f664b5130ca47c700f

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:acfc8feea8dd7976e8ddbe46885a7519098dd8767fa56614ec62781a0c97b0a8