Paper Citation Record · LEDGER

Tactic: Adaptive Sparse Attention with Clustering and Distribution Fitting for Long-Context LLMs

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2502.12216.

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

pith.paper-citation-record.v1
2502.12216 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T17:59:27.956066Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-28T17:12:25.100261Z

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 96cab984-272e-4abe-b128-6b36094568c7 · inbound

Multipole Semantic Attention: A Fast Approximation of Softmax Attention for Pretraining cites this paper.

Multipole Semantic Attention: A Fast Approximation of Softmax Attention for Pretraining Tactic: Adaptive Sparse Attention with Clustering and Distribution Fitting for Long-Context LLMs

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T17:59:27.956066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6f7264c-d087-4073-a91d-dce1a2b3a168 · inbound

vAttention: Verified Sparse Attention cites this paper.

vAttention: Verified Sparse Attention Tactic: Adaptive Sparse Attention with Clustering and Distribution Fitting for Long-Context LLMs

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T11:21:10.222589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a373f23e-f83d-432c-9a9b-1bb2b7176236 · inbound

SOCKET: SOft Collision Kernel EsTimator for Sparse Attention cites this paper.

SOCKET: SOft Collision Kernel EsTimator for Sparse Attention Tactic: Adaptive Sparse Attention with Clustering and Distribution Fitting for Long-Context LLMs

Reference 56

Resolution: malformed identifier; arxiv_id, observed 2026-05-16T06:30:41.481420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 82409870-e332-4c5f-8ed5-23ef62f3c97f · inbound

Sparse Attention as a Range Searching Problem: Towards an Inference-Efficient Index for KV Cache cites this paper.

Sparse Attention as a Range Searching Problem: Towards an Inference-Efficient Index for KV Cache Tactic: Adaptive Sparse Attention with Clustering and Distribution Fitting for Long-Context LLMs

Reference 56

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T04:31:00.618139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 42908fcd-e528-4ff7-8bb9-81967205537a · inbound

EntmaxKV: Support-Aware Decoding for Entmax Attention cites this paper.

EntmaxKV: Support-Aware Decoding for Entmax Attention Tactic: Adaptive Sparse Attention with Clustering and Distribution Fitting for Long-Context LLMs

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-22T09:04:45.953339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 62a122b0-60d4-4ad1-ab84-a05e4009e067 · inbound

MURMUR: An Efficient Inference System for Long-Form ASR cites this paper.

MURMUR: An Efficient Inference System for Long-Form ASR Tactic: Adaptive Sparse Attention with Clustering and Distribution Fitting for Long-Context LLMs

Reference 30

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T17:12:25.101637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9bfb584b-155d-41ad-8434-49a2871f16f4 · inbound

LOCKS: Page-Local Compact Key Summaries for Efficient Long-Context Decoding cites this paper.

LOCKS: Page-Local Compact Key Summaries for Efficient Long-Context Decoding Tactic: Adaptive Sparse Attention with Clustering and Distribution Fitting for Long-Context LLMs

Reference 75

Resolution: unresolved; no resolver link, observed 2026-07-31T11:49:11.807382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.