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Paper Citation Record · LEDGER

Gumiho: A Hybrid Architecture to Prioritize Early Tokens in Speculative Decoding

As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2503.10135.

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

pith.paper-citation-record.v1
2503.10135 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-26T00:18:07.278889Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T16:49:57.085438Z

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 b3508aa2-8d2e-4923-b84c-1ad52d8633d4 · inbound

LogitSpec: Accelerating Retrieval-based Speculative Decoding via Next Next Token Speculation cites this paper.

LogitSpec: Accelerating Retrieval-based Speculative Decoding via Next Next Token Speculation Gumiho: A Hybrid Architecture to Prioritize Early Tokens in Speculative Decoding

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-05-19T06:57:08.095013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-19T06:53:02.744567Z digest=sha256:2071638a1a4a74778ad3407ff4653fa1c6c28024d21ba6e62924757abfcb469c

Observation c8d2880c-a608-44bd-be8a-2a2920a5cdfd · inbound

Training-Free Loosely Speculative Decoding: Accepting Semantically Correct Drafts Beyond Exact Match cites this paper.

Training-Free Loosely Speculative Decoding: Accepting Semantically Correct Drafts Beyond Exact Match Gumiho: A Hybrid Architecture to Prioritize Early Tokens in Speculative Decoding

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-17T05:09:03.795885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-17T05:07:11.466066Z digest=sha256:f2200fb363376bb700b7bd1d1fc2c2daf615c3f24fd8f0c0bfa6e77bb1770202

Observation 64a7d9d2-3a35-4b1b-81b3-f12ede98ea31 · inbound

P-MTP: Efficient Document Parsing via Multi-Token Prediction with Progressive Depth Scaling cites this paper.

P-MTP: Efficient Document Parsing via Multi-Token Prediction with Progressive Depth Scaling Gumiho: A Hybrid Architecture to Prioritize Early Tokens in Speculative Decoding

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-07-04T16:49:57.087276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-26T00:18:07.278889Z digest=sha256:4006aa4483736a8c9dc9c7e12a6a3d729de80bf484d4e9863d49231f4a09f84d