Paper Citation Record · LEDGER

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation

As of 10 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2509.07324.

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

pith.paper-citation-record.v1
2509.07324 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T22:30:12.188909Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

35 of 35 outbound references displayed

verified exact0
verified fuzzy3
unresolved31
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 36a783e8-3ffd-43d3-b08a-4ca747fc7d96 · outbound

This paper cites an unresolved cited work.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-04T22:30:12.509626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 522f0797-cd42-4929-9473-0e027f49b696 · outbound

This paper cites an unresolved cited work.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-04T22:30:12.500855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1e854326-4cdc-47c4-9e8b-d08cbce0d161 · outbound

This paper cites an unresolved cited work.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation Unresolved cited work

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-08-04T22:30:12.283577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dbad2c01-bc08-430c-9285-f0b5191406d5 · outbound

This paper cites an unresolved cited work.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-04T22:30:12.491983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 315fde45-f7fc-459c-90b7-4c385912e15d · outbound

This paper cites Zico Kolter.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation Zico Kolter

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:30:12.482466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 13590b23-2e53-411c-82ac-fdd1e199469d · outbound

This paper cites an unresolved cited work.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-04T22:30:12.472314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f9774029-82bf-4a85-9520-274a1239eac9 · outbound

This paper cites an unresolved cited work.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-04T22:30:12.461830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f229bd25-1d22-464e-a0d3-bb6bcae2606e · outbound

This paper cites Entropy-Guided Attention for Private LLMs.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation Entropy-Guided Attention for Private LLMs

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T22:30:12.100269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09b7f1e1-896d-4539-8e86-c4023e53a58c · outbound

This paper cites an unresolved cited work.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-04T22:30:12.453224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e3dc8154-1a50-4c82-8b32-e6ccd99edc89 · outbound

This paper cites an unresolved cited work.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-04T22:30:12.444355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 002bced4-0167-4153-87ee-db9aa9c07973 · outbound

This paper cites an unresolved cited work.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-04T22:30:12.435430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7acde916-1b54-4a53-a4e1-1f0d6d4512b6 · outbound

This paper cites an unresolved cited work.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-04T22:30:12.425158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 05321d2a-6cd4-4005-980b-08b8523da4a3 · outbound

This paper cites an unresolved cited work.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-04T22:30:12.416384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3605163d-45e6-42a4-a6bf-29820eaf86e6 · outbound

This paper cites MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T22:30:12.118407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c6c80fd-4614-4829-b6fc-a50d106bfb32 · outbound

This paper cites Pointer Sentinel Mixture Models.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation Pointer Sentinel Mixture Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T22:30:12.121719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c2ed49d-5a5a-44a3-859e-f3682b02912f · outbound

This paper cites an unresolved cited work.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-04T22:30:12.408021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 88288f11-2d56-49ae-a871-53163a8a3ca5 · outbound

This paper cites an unresolved cited work.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-04T22:30:12.396880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c8e945dd-305b-443a-b827-126d3f1f1ca4 · outbound

This paper cites an unresolved cited work.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T22:30:12.131512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fec1aa6-132a-4039-8fec-1145ff11ed41 · outbound

This paper cites an unresolved cited work.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-04T22:30:12.388187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 68ff4af9-52c6-4a89-b6ad-6aefcdab79e3 · outbound

This paper cites an unresolved cited work.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-04T22:30:12.379450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b7f7365b-982a-4bd5-89d0-c0ace8d6ada7 · outbound

This paper cites an unresolved cited work.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-04T22:30:12.368920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cb5c7799-54f3-4711-b068-dc244c873033 · outbound

This paper cites an unresolved cited work.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-04T22:30:12.359910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d632dce2-ba7c-4621-98e5-eaba8f2beef8 · outbound

This paper cites an unresolved cited work.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-04T22:30:12.350674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6eb3baca-bdd5-4c14-a174-248e5245beee · outbound

This paper cites MobiLlama: Towards Accurate and Lightweight Fully Transparent GPT.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation MobiLlama: Towards Accurate and Lightweight Fully Transparent GPT

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T22:30:12.150687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8642ce73-9232-43de-adca-746c0bc8e8b0 · outbound

This paper cites Well-Read Students Learn Better: On the Importance of Pre-training Compact Models.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation Well-Read Students Learn Better: On the Importance of Pre-training Compact Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T22:30:12.153879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45a14143-3b14-42cf-a679-bfdf0c597ad5 · outbound

This paper cites Gomez, Lukasz Kaiser, and Illia Polosukhin.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation Gomez, Lukasz Kaiser, and Illia Polosukhin

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:30:12.340593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 73ba4674-ddc5-4b89-a0e7-49c99adaa524 · outbound

This paper cites an unresolved cited work.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-04T22:30:12.330635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d9b1f5f0-7467-46eb-9432-acd14e36dde9 · outbound

This paper cites A Comprehensive Survey of Small Language Models in the Era of Large Language Models: Techniques, Enhancements, Applications, Collaboration with LLMs, and Trustworthiness.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation A Comprehensive Survey of Small Language Models in the Era of Large Language Models: Techniques, Enhancements, Applications, Collaboration with LLMs, and Trustworthiness

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T22:30:12.162721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f865ff2-d43b-4a8c-b2ba-52f1fff7d0af · outbound

This paper cites Yedidia, William T.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation Yedidia, William T

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:30:12.321515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 73533c12-0d52-4fc3-85d3-f674f8e5c435 · outbound

This paper cites an unresolved cited work.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-04T22:30:12.311982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dceb8110-874d-497e-8d8f-45d08a8621b2 · outbound

This paper cites an unresolved cited work.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-04T22:30:12.302880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

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

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 f877cf8c-c2d9-45d9-b5e6-391e8f59ee33 · outbound

This paper cites Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T22:30:12.180845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a8b6b0e-694d-4831-bb3f-c828f7c02c57 · outbound

This paper cites online" 'onlinestring :=.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation online" 'onlinestring :=

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T22:30:12.185014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f825e2d8-cbf2-43b1-bc02-55887b23605a · outbound

This paper cites write newline.

Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation write newline

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T22:30:12.188909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.