Paper Citation Record · LEDGER

Attention Entropy is a Key Factor: An Analysis of Parallel Context Encoding with Full-attention-based Pre-trained Language Models

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2412.16545.

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

pith.paper-citation-record.v1
2412.16545 v2

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 2026-08-07T06:34:17.273281+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:17:08.954914Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T12:41:33.668598Z

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 dbb7affd-7b08-4c85-9bcd-6eb3e47e0215 · inbound

Language-Unlocked ViT (LUViT): Empowering Self-Supervised Vision Transformers with LLMs cites this paper.

Language-Unlocked ViT (LUViT): Empowering Self-Supervised Vision Transformers with LLMs Attention Entropy is a Key Factor: An Analysis of Parallel Context Encoding with Full-attention-based Pre-trained Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T21:17:08.954914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35743b20-732d-41ee-9964-f63e2db8733e · inbound

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation cites this paper.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation Attention Entropy is a Key Factor: An Analysis of Parallel Context Encoding with Full-attention-based Pre-trained Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T22:30:12.176649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62eea7eb-d9ae-4f93-bfb8-fed493772136 · inbound

CacheClip: Accelerating RAG with Effective KV Cache Reuse cites this paper.

CacheClip: Accelerating RAG with Effective KV Cache Reuse Attention Entropy is a Key Factor: An Analysis of Parallel Context Encoding with Full-attention-based Pre-trained Language Models

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-22T12:41:33.673708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 087b402c-0907-46c0-9047-500618427325 · inbound

R\'enyi Attention Entropy for Patch Pruning cites this paper.

R\'enyi Attention Entropy for Patch Pruning Attention Entropy is a Key Factor: An Analysis of Parallel Context Encoding with Full-attention-based Pre-trained Language Models

Reference 34

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T17:23:02.691009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.