Paper Citation Record · LEDGER

Multipole Semantic Attention: A Fast Approximation of Softmax Attention for Pretraining

As of 19 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2509.10406.

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

pith.paper-citation-record.v1
2509.10406 v4

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T17:59:27.996885Z

measured 17 of 17 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

17 of 17 outbound references displayed

verified exact0
verified fuzzy0
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 51b48bad-6533-4f1a-885c-1e8812ddcebe · outbound

This paper cites Fu, Stefano Ermon, Atri Rudra, and Christopher R \' e.

Multipole Semantic Attention: A Fast Approximation of Softmax Attention for Pretraining Fu, Stefano Ermon, Atri Rudra, and Christopher R \' e

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T17:59:27.928382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16afc1bf-737b-4b2d-b6af-6b25aba21b8c · outbound

This paper cites Mahoney, Yakun Sophia Shao, Kurt Keutzer, and Amir Gholami.

Multipole Semantic Attention: A Fast Approximation of Softmax Attention for Pretraining Mahoney, Yakun Sophia Shao, Kurt Keutzer, and Amir Gholami

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T17:59:27.933354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cbd14e4-e064-4743-9aa3-ab6998ff987b · outbound

This paper cites Reformer: The efficient transformer.

Multipole Semantic Attention: A Fast Approximation of Softmax Attention for Pretraining Reformer: The efficient transformer

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T17:59:27.937761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8d331f9-5133-42b2-afe0-e7f4a5cb7314 · outbound

This paper cites Efficient content-based sparse attention with routing transformers.

Multipole Semantic Attention: A Fast Approximation of Softmax Attention for Pretraining Efficient content-based sparse attention with routing transformers

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T17:59:27.942087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e11901c7-2dd2-47af-8e90-466a9fb233a7 · outbound

This paper cites Mahoney, Kurt Keutzer, and Amir Gholami.

Multipole Semantic Attention: A Fast Approximation of Softmax Attention for Pretraining Mahoney, Kurt Keutzer, and Amir Gholami

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T17:59:27.947033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7909d10f-7544-492b-a031-3af7a75f3a0e · outbound

This paper cites A \( ^2 \) ats: Retrieval-based KV cache reduction via windowed rotary position embedding and query-aware vector quantization.

Multipole Semantic Attention: A Fast Approximation of Softmax Attention for Pretraining A \( ^2 \) ats: Retrieval-based KV cache reduction via windowed rotary position embedding and query-aware vector quantization

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T17:59:27.951294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96cab984-272e-4abe-b128-6b36094568c7 · outbound

This paper cites Tactic: Adaptive Sparse Attention with Clustering and Distribution Fitting for Long-Context LLMs.

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 7cfeb38d-f7ae-4e4e-8320-efecfcd54f9b · outbound

This paper cites Linformer: Self-Attention with Linear Complexity.

Multipole Semantic Attention: A Fast Approximation of Softmax Attention for Pretraining Linformer: Self-Attention with Linear Complexity

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T17:59:27.960702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd573cd5-62a8-4da3-9338-aa71cbcf2501 · outbound

This paper cites o mformer: A nystr \.

Multipole Semantic Attention: A Fast Approximation of Softmax Attention for Pretraining o mformer: A nystr \

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T17:59:27.965032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b89c88d1-e462-41da-977c-e19f7a150279 · outbound

This paper cites Fast multipole attention: A divide-and-conquer attention mechanism for long sequences.

Multipole Semantic Attention: A Fast Approximation of Softmax Attention for Pretraining Fast multipole attention: A divide-and-conquer attention mechanism for long sequences

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T17:59:27.969031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3d73846-290f-445c-bca3-89d9d087950e · outbound

This paper cites H-transformer-1d: Fast one-dimensional hierarchical attention for sequences.

Multipole Semantic Attention: A Fast Approximation of Softmax Attention for Pretraining H-transformer-1d: Fast one-dimensional hierarchical attention for sequences

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T17:59:27.972982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8fd9131-cb35-42f7-be53-4b3f11baf0de · outbound

This paper cites A hierarchical o(nlogn) force-calculation algorithm.

Multipole Semantic Attention: A Fast Approximation of Softmax Attention for Pretraining A hierarchical o(nlogn) force-calculation algorithm

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T17:59:27.976889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc6f9470-8e4d-42b7-8095-31dae9f2a9b2 · outbound

This paper cites Rapid solution of integral equations of classical potential theory.

Multipole Semantic Attention: A Fast Approximation of Softmax Attention for Pretraining Rapid solution of integral equations of classical potential theory

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T17:59:27.980904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f1d064c-50fd-44d3-aaa7-6a83719f9170 · outbound

This paper cites Perceiver: General perception with iterative attention.

Multipole Semantic Attention: A Fast Approximation of Softmax Attention for Pretraining Perceiver: General perception with iterative attention

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T17:59:27.984842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 808b1e01-48b8-4b1a-9cf2-da12e7732fc6 · outbound

This paper cites Luna: Linear unified nested attention.

Multipole Semantic Attention: A Fast Approximation of Softmax Attention for Pretraining Luna: Linear unified nested attention

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T17:59:27.988703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aeabb9ea-973a-4aa3-b9c0-d3cb4871ab9b · outbound

This paper cites Colwell, and Adrian Weller.

Multipole Semantic Attention: A Fast Approximation of Softmax Attention for Pretraining Colwell, and Adrian Weller

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T17:59:27.993029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26d135a2-32ec-443e-8080-122b18a4c19d · outbound

This paper cites Compressive transformers for long-range sequence modelling.

Multipole Semantic Attention: A Fast Approximation of Softmax Attention for Pretraining Compressive transformers for long-range sequence modelling

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T17:59:27.996885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.