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Paper Citation Record · LEDGER

Attention is not not Explanation

As of 19 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 21 inbound Pith citation observations for arXiv:1908.04626.

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

pith.paper-citation-record.v1
1908.04626 v2

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T13:41:39.399353Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 21 of 21 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:30:42.584511Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-10T06:15:00.866473Z

Reference resolution

21 of 21 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved20
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 06c01a62-d75c-4ebd-ba64-7940038db0f7 · outbound

This paper cites Neural Machine Translation by Jointly Learning to Align and Translate.

Attention is not not Explanation Neural Machine Translation by Jointly Learning to Align and Translate

Reference 1

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no resolver link, observed 2026-08-14T13:41:39.317113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T13:41:39.317113Z digest=sha256:a7c830aef2d308cb62da5bffad9e17ab4c8a8a2df437fa9193870182c848eca9

Observation fd1f6b3f-acdd-4650-9633-53d09f004963 · outbound

This paper cites Towards A Rigorous Science of Interpretable Machine Learning.

Attention is not not Explanation Towards A Rigorous Science of Interpretable Machine Learning

Reference 2

Resolution
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no resolver link, observed 2026-08-14T13:41:39.321951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T13:41:39.321951Z digest=sha256:7fdda43fddab80929528db2631686dd08c5eb690484cf44d963599f9edf39f5d

Observation 8c5b7f77-9ac0-42ca-ab47-166dfa35895d · outbound

This paper cites an unresolved cited work.

Attention is not not Explanation Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:41:39.639780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-14T13:41:39.326497Z digest=sha256:ee1de77954f15debc8146a8b98c77c4e275551f53f2f8550ef1d6a35683ad126

Observation 7f56997e-0ef4-4cbf-b091-9ebf04db0a67 · outbound

This paper cites an unresolved cited work.

Attention is not not Explanation Unresolved cited work

Reference 4

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no resolver link, observed 2026-08-14T13:41:39.330596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T13:41:39.330596Z digest=sha256:51c8c087cbd7fcc2ef0a539d9bd6ee85928bae9292a8a17045fcd806c1bf735a

Observation 6f577086-9f81-4412-85dc-809bb5d00855 · outbound

This paper cites an unresolved cited work.

Attention is not not Explanation Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:41:39.618715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-14T13:41:39.334969Z digest=sha256:be5070c2335c828615362a5c2c3c2afaf93b782cbbefcd4f61112a2f338ffa2b

Observation 325b7e44-c7c4-4064-ad3e-c573888ee7ce · outbound

This paper cites an unresolved cited work.

Attention is not not Explanation Unresolved cited work

Reference 6

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no resolver link, observed 2026-08-14T13:41:39.338863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T13:41:39.338863Z digest=sha256:dcf385e9dd4c81415b5a84e7d02ae34b32a89f3b4b66f2eabbf015433bd8d490

Observation c9e8a49a-e0af-42ec-bad6-c7040ead3dec · outbound

This paper cites an unresolved cited work.

Attention is not not Explanation Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-14T13:41:39.343495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T13:41:39.343495Z digest=sha256:d40c03c68e6bee0ffdd223a4aaa4b8a7d5427502836b051c07513a3bcdd2e78d

Observation 348707fd-c371-4ecb-998b-053993dd4056 · outbound

This paper cites The Mythos of Model Interpretability.

Attention is not not Explanation The Mythos of Model Interpretability

Reference 8

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unresolved
no resolver link, observed 2026-08-14T13:41:39.347097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T13:41:39.347097Z digest=sha256:9990fb306098a2bd1f3c020a3ac5f1295e04627b192d337abda6a83c3989c6c1

Observation e698dc69-51c2-4015-8dc8-6c8fbb4cdbbf · outbound

This paper cites an unresolved cited work.

Attention is not not Explanation Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-14T13:41:39.351298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T13:41:39.351298Z digest=sha256:13a97a10de4f4a346dfc19e6ae15e8917e4cdbae36cdfd9f7635a0aa751c9d0e

Observation bc237a79-4b17-4e5c-9df6-cd69a93f1269 · outbound

This paper cites an unresolved cited work.

Attention is not not Explanation Unresolved cited work

Reference 10

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unresolved
no resolver link, observed 2026-08-14T13:41:39.355086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T13:41:39.355086Z digest=sha256:23fec15cd1e8d5a1c75000fb5657fe91a9e01004dbd550ae13a34cc9a0c63308

Observation 2da1b329-e1f4-4d28-b505-f4dc2408b2b9 · outbound

This paper cites an unresolved cited work.

Attention is not not Explanation Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:41:39.589541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-14T13:41:39.359219Z digest=sha256:8259bd0e7debd3fbed6d239b708ae1f2f38847f3d4b98e07aae79379e7b08f53

Observation 4b393490-e647-4c0c-af87-d2d828429549 · outbound

This paper cites an unresolved cited work.

Attention is not not Explanation Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:41:39.576416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-14T13:41:39.362975Z digest=sha256:960dea48b4110e8657e1ee38b9aa54d8317510eb0251584419d29cf9156eee22

Observation 34321b3b-8e6b-48a1-9496-1fe29e7ca459 · outbound

This paper cites Reasoning about Entailment with Neural Attention.

Attention is not not Explanation Reasoning about Entailment with Neural Attention

Reference 13

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unresolved
no resolver link, observed 2026-08-14T13:41:39.366931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T13:41:39.366931Z digest=sha256:b28c2c1e44c3e1370775b5a92c2092ad966e02100e68813aeae87a8257b53e3d

Observation da044318-92bb-4796-a433-f2449b6b8b6d · outbound

This paper cites an unresolved cited work.

Attention is not not Explanation Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:41:39.563753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-14T13:41:39.371100Z digest=sha256:8778b3aeafa9d0d8b94c395a1fd9efb7488bb109337189d712f8bdf793ad853c

Observation eb490f62-e530-444e-96c8-e3ef34cd3ecf · outbound

This paper cites Stop Explaining Black Box Machine Learning Models for High Stakes Decisions and Use Interpretable Models Instead.

Attention is not not Explanation Stop Explaining Black Box Machine Learning Models for High Stakes Decisions and Use Interpretable Models Instead

Reference 15

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unresolved
no resolver link, observed 2026-08-14T13:41:39.374810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T13:41:39.374810Z digest=sha256:8b1f1804244c4ac7e7a18bf0fb512225858010dbcaaf29eb67f5d5a7f735d26c

Observation 062868d0-ba41-42b6-b1e4-5c3d14d7d183 · outbound

This paper cites an unresolved cited work.

Attention is not not Explanation Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:41:39.551413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-14T13:41:39.378867Z digest=sha256:9f370b5c1e0a075da80d6246ef14551851fc1d0864bebb5e9563aacedd28f343

Observation 54ccc40a-3acf-4525-ac71-2be64971eddd · outbound

This paper cites an unresolved cited work.

Attention is not not Explanation Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-14T13:41:39.382606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T13:41:39.382606Z digest=sha256:92b09306ed19b3de07a5b1117c0084b03b2cc8b463895629a04625c2e8a37bc4

Observation db1dd3ed-cc00-40e2-a09c-4d970e0d11c6 · outbound

This paper cites an unresolved cited work.

Attention is not not Explanation Unresolved cited work

Reference 18

Resolution
verified exact
doi, observed 2026-08-14T13:41:39.433543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-14T13:41:39.386418Z digest=sha256:8ec12cbfcf9161fa22af254a23fddf7517da5ef7672cd214372e25c2b2f98853

Observation efccbe30-857c-46ed-bd0e-c6cc5b31af88 · outbound

This paper cites an unresolved cited work.

Attention is not not Explanation Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-14T13:41:39.390485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T13:41:39.390485Z digest=sha256:e69cb80938ba8a5b20b7f725e6070ac6949c6857ff68e5938f72843470fdbf4b

Observation 8bc85a49-7957-4a82-9e0d-9f2f12b81b4e · outbound

This paper cites URL: " 'urlintro :=.

Attention is not not Explanation URL: " 'urlintro :=

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-14T13:41:39.394339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T13:41:39.394339Z digest=sha256:690a3d9e46be1e38492a9bc7630651edfc429ee176a551dac6081aa7fb272255

Observation f1a5d823-dee0-457f-8909-b305356178f1 · outbound

This paper cites write newline.

Attention is not not Explanation write newline

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-14T13:41:39.399353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T13:41:39.399353Z digest=sha256:95c064c7fa1bd3ff19244c4538f15841c6bb61b3d1b238ad778c6555b7c05cbe

Pith citing papers

Observation 15d4a6e4-ff5e-4b4b-8fb6-8f0d3d46a8e3 · inbound

On Identifiability in Transformers cites this paper.

On Identifiability in Transformers Attention is not not Explanation

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-14T13:58:53.278844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T13:58:53.278844Z digest=sha256:2351bec21791308879661c3f1faf3bce6f0df28cd2045eff4b95ca3ab32f6b25

Observation a0d01475-9591-44c8-92c8-ba06b3a93b4b · inbound

A Room to Roam: Reset Prediction Based on Physical Object Placement for Redirected Walking cites this paper.

A Room to Roam: Reset Prediction Based on Physical Object Placement for Redirected Walking Attention is not not Explanation

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-11T05:35:58.133324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:35:58.133324Z digest=sha256:fa62effbe44cf7db70d40d4bc5d520f569eda43d801e862e085c626f96cfc7a0

Observation 104095d3-49ae-4094-bcec-d1385fc69b0f · inbound

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems cites this paper.

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems Attention is not not Explanation

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-10T21:41:30.284990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:41:30.284990Z digest=sha256:c1c28bb1c7459e289c173b6d6253a66062469e05839c1cd4884d1554f82ebe8a

Observation de14e05c-11e6-4776-9b47-70b035a4f719 · inbound

RTBAS: Defending LLM Agents Against Prompt Injection and Privacy Leakage cites this paper.

RTBAS: Defending LLM Agents Against Prompt Injection and Privacy Leakage Attention is not not Explanation

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-07T23:09:36.707259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T23:09:36.707259Z digest=sha256:8f2ece5c714a30c98ca24ad35b63771a25235a39d3a87b552286768cf55bb78c

Observation 74720bed-c637-498b-97cb-3aaa33c6cf97 · inbound

Pure Component Property Estimation Framework Using Explainable Machine Learning Methods cites this paper.

Pure Component Property Estimation Framework Using Explainable Machine Learning Methods Attention is not not Explanation

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-15T21:30:42.584511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:30:42.584511Z digest=sha256:f6baaed71d1edb600760281d9657d89e57fd7fba85f23d88af97365ac4cc9ef8

Observation 628978c8-1aec-4325-a7eb-6c18888c27ef · inbound

SFT-GO: Supervised Fine-Tuning with Group Optimization for Large Language Models cites this paper.

SFT-GO: Supervised Fine-Tuning with Group Optimization for Large Language Models Attention is not not Explanation

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T00:15:34.354768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:15:34.354768Z digest=sha256:f33c228a44e276c2016b3db4ee8e8829866b9c5707b14d6af5940d0296dc6a16

Observation 3cb18fbc-0903-4d6e-ada6-0a30085d31ab · inbound

Thinking About Thinking: SAGE-nano's Inverse Reasoning for Self-Aware Language Models cites this paper.

Thinking About Thinking: SAGE-nano's Inverse Reasoning for Self-Aware Language Models Attention is not not Explanation

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T21:38:11.254893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:38:11.254893Z digest=sha256:7354dc45bf19a490daabdb21c6cf606b0b5f7546e6fbdb5f37ab02bea5e8edeb

Observation ad319e11-b249-4852-bd41-f86d6c5e06f2 · inbound

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure cites this paper.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure Attention is not not Explanation

Reference 150

Resolution
unresolved
no resolver link, observed 2026-08-06T18:50:52.646383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:50:52.646383Z digest=sha256:9bc4930e653835c56a82602ab641ed49f875c04be3378f19f9a625748a4b91cb

Observation e5b7d563-f845-44af-a237-6a67bec2eb8e · inbound

AttnTrace: Contextual Attribution of Prompt Injection and Knowledge Corruption cites this paper.

AttnTrace: Contextual Attribution of Prompt Injection and Knowledge Corruption Attention is not not Explanation

Reference 62

Resolution
metadata mismatch
arxiv_id, observed 2026-05-19T00:36:56.385685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-19T00:33:53.280563Z digest=sha256:d57e20943f228662ace13e0d228258772c46488fd9f83583eac8c8e60bb5a482

Observation 7b80425d-e718-4170-8d60-5a567418b452 · inbound

Explainable AI: Context-Aware Layer-Wise Integrated Gradients for Explaining Transformer Models cites this paper.

Explainable AI: Context-Aware Layer-Wise Integrated Gradients for Explaining Transformer Models Attention is not not Explanation

Reference 50

Resolution
verified exact
arxiv_id, observed 2026-05-21T12:50:09.316522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-21T12:46:59.419162Z digest=sha256:9b9e60bf77270cbd8dffbcb07cb0faf7bc7235e01864cacf483ed5a436505e4e

Observation ca139af6-3525-471a-8bcf-3ade1556af4d · inbound

AgentWatcher: A Rule-based Prompt Injection Monitor cites this paper.

AgentWatcher: A Rule-based Prompt Injection Monitor Attention is not not Explanation

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-02T17:00:40.830635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:00:40.830635Z digest=sha256:34ee7bc21fb276fd9718e7a7eedbdaa238e832087a687f0f517b0dbbed677df6

Observation fca07de5-2967-4d08-aff8-f849e33e2c00 · inbound

Uncertainty-Aware Transformers: Conformal Prediction for Language Models cites this paper.

Uncertainty-Aware Transformers: Conformal Prediction for Language Models Attention is not not Explanation

Reference 27

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T06:47:10.580379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T17:25:56.160227Z digest=sha256:09227df719c37be5df7838f9098ace37eb1f814cb3d88ce95b3724e806a1332a

Observation 57f6511d-4b02-4933-aba0-9a8860d78b8d · inbound

Exploring Radiologists' Expectations of Explainable Machine Learning Models in Medical Image Analysis cites this paper.

Exploring Radiologists' Expectations of Explainable Machine Learning Models in Medical Image Analysis Attention is not not Explanation

Reference 20

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T11:16:10.570693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-05-10T15:02:13.951049Z digest=sha256:d11d5dbd908b7390657485212c5b28b520585ae03d198279bbc724ef5fe09b48

Observation 0651ebf8-6a7e-4dad-bd6f-20b2d7e1f9e0 · inbound

Large Language Models Decide Early and Explain Later cites this paper.

Large Language Models Decide Early and Explain Later Attention is not not Explanation

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-11T19:21:09.395221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-08T12:06:33.200365Z digest=sha256:8b11a4f7fdc45ce492ef835a2bb99148652574b48d965e45783f5ba7d97f4d77

Observation 5c9ff031-7a83-4f20-be56-ec54f66df620 · inbound

Attention Is Not All You Need for Diffraction cites this paper.

Attention Is Not All You Need for Diffraction Attention is not not Explanation

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-11T21:21:10.019757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-08T05:58:39.860964Z digest=sha256:84c1a86b5d4a9045b49f6f068cb0471c08e821a8a2f9de699c28002a1e648ab3

Observation a18a5d08-e78a-4d76-ac78-c0397fe9774c · inbound

Large Vision-Language Models Get Lost in Attention cites this paper.

Large Vision-Language Models Get Lost in Attention Attention is not not Explanation

Reference 25

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T19:26:10.260259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-05-08T11:54:01.224588Z digest=sha256:e2bbaf7b83e6e1dce96612c063c1dc953a7600e37d19e53e95464226568a25b1

Observation 2d975d44-6422-43e3-a618-6efa81911458 · inbound

Correcting Influence: Unboxing LLM Outputs with Orthogonal Latent Spaces cites this paper.

Correcting Influence: Unboxing LLM Outputs with Orthogonal Latent Spaces Attention is not not Explanation

Reference 38

Resolution
metadata mismatch
arxiv_id, observed 2026-05-14T20:19:27.617847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-05-14T20:17:01.224864Z digest=sha256:4e28866a49f4f344e20acfebe443b0b768e6179443bf2e95b64804a88a834577

Observation 5f7700b4-6447-4902-b75f-4680e16dc2e4 · inbound

ChessMimic: Per-Rating Transformer Models for Human Move, Clock, and Outcome Prediction in Online Blitz Chess cites this paper.

ChessMimic: Per-Rating Transformer Models for Human Move, Clock, and Outcome Prediction in Online Blitz Chess Attention is not not Explanation

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-07-02T07:06:44.434799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-28T07:08:06.493103Z digest=sha256:583aabba090a9f2bc5b8b7a12de0db12edb781922d4cd90d0f1a672e92c733a4

Observation d2fa81ce-71cd-4b6d-943d-32eccfc5dfc6 · inbound

Contribution Weights: A Geometrical Analysis of Self-Attention Transformers cites this paper.

Contribution Weights: A Geometrical Analysis of Self-Attention Transformers Attention is not not Explanation

Reference 79

Resolution
metadata mismatch
arxiv_id, observed 2026-06-28T23:32:46.443301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-06-28T23:29:02.457697Z digest=sha256:f561a70fcb3008f5cb63346574bc93592a9cd7a5af0a1f2a355d0cc6e04ed8da

Observation 1bc13a0f-51b2-4d78-8558-fe8d567e2ab8 · inbound

A Multi-Dimensional Evaluation of Explainability in Media Bias Detection cites this paper.

A Multi-Dimensional Evaluation of Explainability in Media Bias Detection Attention is not not Explanation

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-01T11:15:44.463123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T11:15:44.463123Z digest=sha256:e29ae75753c527edfce7421c5cae2002742be416993c64fd3cf219b154fbff89

Observation 61122468-fe3f-4b56-9edb-ff32c734851d · inbound

Beyond Attention: Signed Integrated Gradients Attribution in a BiomeGPT-Style Microbiome Transformer cites this paper.

Beyond Attention: Signed Integrated Gradients Attribution in a BiomeGPT-Style Microbiome Transformer Attention is not not Explanation

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-15T14:36:51.356057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:36:51.356057Z digest=sha256:000620e4e2c811bbf5e7de72b5e4ec739b7cad706d4baf0a066f7e4abbf1a3ec