Paper Citation Record · LEDGER

MSWA: Refining Local Attention with Multi-ScaleWindow Attention

As of 11 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 4 inbound Pith citation observations for arXiv:2501.01039.

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

pith.paper-citation-record.v1
2501.01039 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:39:31.595715Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T21:33:58.820791Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T15:45:47.997402Z

Reference resolution

52 of 52 outbound references displayed

verified exact0
verified fuzzy0
unresolved52
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4c7323ef-55ff-46c3-8ff1-167eb1da0a56 · outbound

This paper cites URL: " 'urlintro :=.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention URL: " 'urlintro :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.318809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c124477-8c07-4341-956c-6d6bfc4c32d6 · outbound

This paper cites write newline.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.324571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d762dd2-94f7-4e8f-99c2-9063f838f755 · outbound

This paper cites GPT-4 Technical Report.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention GPT-4 Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.330812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea0f8fab-f2d6-4580-bd17-72f908fb6b1c · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.336619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 187e049f-f266-4f64-a26c-c2221b14558a · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.342344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed28cdb6-be67-4681-9c59-af4152c07273 · outbound

This paper cites Simple linear attention language models balance the recall-throughput tradeoff.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Simple linear attention language models balance the recall-throughput tradeoff

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.348144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c05fcac-da12-4b05-abb4-6e2d73d1025f · outbound

This paper cites Longformer: The Long-Document Transformer.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Longformer: The Long-Document Transformer

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.354240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a03d8f6f-e288-41b3-b29a-6bcd89755c87 · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.360137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83615058-7e5b-4c2b-867c-4890cd5d13ce · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.366430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1027ff5-b37d-44b6-9780-918990f1d14a · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.371929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c65345e9-bd0f-4693-94f8-44e1f0696961 · outbound

This paper cites Generating Long Sequences with Sparse Transformers.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Generating Long Sequences with Sparse Transformers

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.376979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1754b2d-86ba-4a53-b3ae-c1b4ee7751f8 · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:39:32.249415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9dbc2e00-9d5a-433e-bac6-0f9b6cab9aa7 · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.387992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87df72d4-ac14-49cc-84e1-2a24c3731aeb · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.393015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0def7310-f1bf-4d29-b423-49a321fe13cc · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.397613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eafdf760-ba6f-42c4-839a-460df5ed35e5 · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.402740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de27e9e2-4e61-47eb-8e52-a67e99135bd4 · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.407302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44ea67d5-8c86-4734-b520-6a1dbc847437 · outbound

This paper cites Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.411825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 264ad8ce-b029-48ee-b232-a6fef3b07b40 · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.417619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ae3e60a-33d5-49a8-908b-c48a660f5af9 · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.423651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f423e09e-ddcc-4547-bb9f-4f913ad01518 · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.429130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84628038-1b72-4419-8a48-579bd1be0ffc · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.434242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26b117b8-d5c9-46f1-b559-e78c8a75efc7 · outbound

This paper cites Mistral 7B.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Mistral 7B

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.439812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f93d807-afc0-4e72-b55b-de12e033729a · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.444648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35989350-73bd-4689-b9a7-3d9fe674e5f7 · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.450219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c23924c1-0c17-4539-b6d9-befd4c8e9ec5 · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.455845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb2d6ad2-6924-476f-999f-be8c4ee9da2d · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.460455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94d17405-47b6-4ba0-b515-b708a2af1369 · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.467443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d58b2be-facf-4de7-b684-b42b8b3c6e21 · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.472166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 623c8cc7-4f27-4a77-a061-765524af74bf · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:39:32.098470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3a9c50ac-4557-4ac5-822e-68a3e5c8c065 · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.482858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b905c0d-0842-4915-af38-2a5231621463 · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:39:32.070016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d92924ef-105e-477a-ab66-4e030818b5ce · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.494355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d7da942-002e-4232-b5f7-0ebbaa722f8b · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:39:32.043244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8a456ba2-efef-4629-afe9-9906f1e5659c · outbound

This paper cites Random Feature Attention.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Random Feature Attention

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.503948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed57c4c6-f85d-4508-b654-4ca0b817fd10 · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.510175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eba8ac47-be3d-4a8c-9200-225de5ba9bac · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:39:32.015459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2c80e6d4-6959-445c-b500-2c500a98a8f6 · outbound

This paper cites Blockwise Self-Attention for Long Document Understanding.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Blockwise Self-Attention for Long Document Understanding

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.521657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87da6294-a2bb-459e-9439-1ba688470de5 · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.526592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48c1a198-c01d-4f73-892a-d410ab3f4304 · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.531961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8f6cf9a-937f-4ca8-aee0-c00f6c4d9cab · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:39:31.976527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3498d251-a4d3-4630-8d4f-64f113e72b21 · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.541867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22f615ba-914a-4e06-8f6b-06b1726b2a48 · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:39:31.945136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 238d5bcd-70f0-4e46-8eaa-1e37d8fb92d5 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention LLaMA: Open and Efficient Foundation Language Models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.552309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31469d2e-94c2-4682-b44c-b0a7313bdca4 · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.558839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f21bffe7-2e41-4c4c-8b79-7457a423c4d8 · outbound

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

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Linformer: Self-Attention with Linear Complexity

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.564144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4866d24-f1f8-4074-b294-5c2bf7be8026 · outbound

This paper cites Gated Linear Attention Transformers with Hardware-Efficient Training.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Gated Linear Attention Transformers with Hardware-Efficient Training

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.569778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4af4f47-3b11-4013-baea-55e1be065c45 · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.574689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation baeebbb4-a347-4c21-9ecf-bc45a3003fc3 · outbound

This paper cites HellaSwag: Can a Machine Really Finish Your Sentence?.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention HellaSwag: Can a Machine Really Finish Your Sentence?

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.580057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 286808fd-baa0-441e-bf8e-3cfffee90ccb · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.585133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b320a40-23bf-43e0-beca-856d70fe078f · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:39:31.894989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 626af4d0-ecff-418e-bf18-5b3a378bec9e · outbound

This paper cites an unresolved cited work.

MSWA: Refining Local Attention with Multi-ScaleWindow Attention Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-10T22:39:31.595715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 3033482e-7b63-494d-a4d2-5bb7b2cec55e · inbound

Customizing the Inductive Biases of Softmax Attention using Structured Matrices cites this paper.

Customizing the Inductive Biases of Softmax Attention using Structured Matrices MSWA: Refining Local Attention with Multi-ScaleWindow Attention

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-04T21:33:58.820791Z

Source-reported events for the cited work

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Observation f35ced44-ecd3-4c4a-b28e-2bef46b64eef · inbound

Depth-Staggered Fibonacci Spacing for Sparse Attention: Static Schedules Beat Learned Dilation and Extrapolate Where Dense Attention Fails cites this paper.

Depth-Staggered Fibonacci Spacing for Sparse Attention: Static Schedules Beat Learned Dilation and Extrapolate Where Dense Attention Fails MSWA: Refining Local Attention with Multi-ScaleWindow Attention

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-07-01T15:45:47.999060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 90157096-88ef-4b97-997c-190e3ba79fbe · inbound

MOSAIC: Adaptive Inter-layer Composition for Efficient Heterogeneous Vision-Language Models cites this paper.

MOSAIC: Adaptive Inter-layer Composition for Efficient Heterogeneous Vision-Language Models MSWA: Refining Local Attention with Multi-ScaleWindow Attention

Reference 64

Resolution: unresolved; no resolver link, observed 2026-07-13T00:53:20.749426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf9411b5-658a-484e-84c6-23ca63cf6ecc · inbound

GLIDE: Guided Layerwise Hybrid Attention for Efficient LLM Inference cites this paper.

GLIDE: Guided Layerwise Hybrid Attention for Efficient LLM Inference MSWA: Refining Local Attention with Multi-ScaleWindow Attention

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T09:52:43.995099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.