Paper Citation Record · LEDGER

Scan and Snap: Understanding Training Dynamics and Token Composition in 1-layer Transformer

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2305.16380.

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

pith.paper-citation-record.v1
2305.16380 v4

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 2026-08-20T06:33:59.587034+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T06:00:38.766687Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T23:57:29.153493Z

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 b4420fca-2dd4-4ae8-b2e1-92438f2c6c8f · inbound

KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache cites this paper.

KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache Scan and Snap: Understanding Training Dynamics and Token Composition in 1-layer Transformer

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:53:12.282973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 219b7a93-c3e2-4cd3-af51-c5ad16f840bf · inbound

Reversed Attention: On The Gradient Descent Of Attention Layers In GPT cites this paper.

Reversed Attention: On The Gradient Descent Of Attention Layers In GPT Scan and Snap: Understanding Training Dynamics and Token Composition in 1-layer Transformer

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T06:00:38.766687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec4bcdc5-53d4-47c7-a369-99fd34080d22 · inbound

A Theoretical Study of (Hyper) Self-Attention through the Lens of Interactions: Representation, Training, Generalization cites this paper.

A Theoretical Study of (Hyper) Self-Attention through the Lens of Interactions: Representation, Training, Generalization Scan and Snap: Understanding Training Dynamics and Token Composition in 1-layer Transformer

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T06:10:20.436184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0927c9b-85c5-45eb-999f-ab433c151909 · inbound

Tight Sample Complexity of Transformers cites this paper.

Tight Sample Complexity of Transformers Scan and Snap: Understanding Training Dynamics and Token Composition in 1-layer Transformer

Reference 38

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T23:57:29.154810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.