Paper Citation Record · LEDGER

Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2106.04970.

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

pith.paper-citation-record.v1
2106.04970 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T16:12:28.978206Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-17T22:52:00.200195Z

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 33f9fd6e-540f-4b0d-8fad-302ad0c6cb0a · inbound

Fast Inference from Transformers via Speculative Decoding cites this paper.

Fast Inference from Transformers via Speculative Decoding Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding

Reference 64

Resolution: verified exact; arxiv_id, observed 2026-05-17T22:52:00.202963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 825ae984-7ab2-489f-aa23-c181706bccee · inbound

EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty cites this paper.

EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding

Reference 73

Resolution: verified exact; arxiv_id, observed 2026-05-15T00:15:49.397128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1fe85545-1999-42b1-9176-8a732949e3b6 · inbound

Jakiro: Boosting Speculative Decoding with Decoupled Multi-Head via MoE cites this paper.

Jakiro: Boosting Speculative Decoding with Decoupled Multi-Head via MoE Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-08T16:12:28.978206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd3dffc4-55b7-4742-9509-805d9d3ffaa3 · inbound

HSD: Training-Free Acceleration for Document Parsing Vision-Language Models with Hierarchical Speculative Decoding cites this paper.

HSD: Training-Free Acceleration for Document Parsing Vision-Language Models with Hierarchical Speculative Decoding Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T23:44:39.602208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.