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Paper Citation Record · LEDGER

Attention is not Explanation

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 58 inbound Pith citation observations for arXiv:1902.10186.

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

pith.paper-citation-record.v1
1902.10186 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 58 of 58 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 58 of 58 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:13:53.588294Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

497
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation ef0e21a8-79b6-4881-8c90-9595522d1273 · inbound

Interpretable Question Answering on Knowledge Bases and Text cites this paper.

Interpretable Question Answering on Knowledge Bases and Text Attention is not Explanation

Reference 9

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verified exact
local_arxiv, observed 2026-05-25T16:06:00.920992Z

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.

source=arxiv_source observed=2026-05-25T16:04:35.670358Z digest=sha256:acc73410a3f66efa094aa4d62b57d4412cb9809de83bb33754326851026d71b5

Observation becc2fdd-1674-4cbb-a4c3-5f7ba6989571 · inbound

Do Transformer Attention Heads Provide Transparency in Abstractive Summarization? cites this paper.

Do Transformer Attention Heads Provide Transparency in Abstractive Summarization? Attention is not Explanation

Reference 9

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verified exact
local_arxiv, observed 2026-05-25T12:20:47.634328Z

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.

source=pdf_text observed=2026-05-25T12:17:22.938922Z digest=sha256:fdfde077a1734dec3c2a0697790fd1548406408416ffec314bea13504a966af7

Observation c8af8788-35df-4b0e-99a8-b6871a286580 · inbound

Fine-grained Sentiment Analysis with Faithful Attention cites this paper.

Fine-grained Sentiment Analysis with Faithful Attention Attention is not Explanation

Reference 10

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unresolved
no resolver link, observed 2026-08-14T12:38:52.601912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T12:38:52.601912Z digest=sha256:5535c593965fcd986d39c69d04804bbec52202dd6642400c439e82a449dd8ed1

Observation 139804bf-a7f7-48ec-8816-f83ea74d3638 · inbound

Adaptively Sparse Transformers cites this paper.

Adaptively Sparse Transformers Attention is not Explanation

Reference 16

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unresolved
no resolver link, observed 2026-08-14T10:10:29.814976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T10:10:29.814976Z digest=sha256:a148f574911ae9682bd8b0e3c137f9ba2c4724a6c23905da62c940c7a024a8a2

Observation 46f5143d-14ed-4b25-aeff-5601cf8fe1b4 · inbound

Counterfactual Samples Constructing and Training for Commonsense Statements Estimation cites this paper.

Counterfactual Samples Constructing and Training for Commonsense Statements Estimation Attention is not Explanation

Reference 19

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unresolved
no resolver link, observed 2026-08-10T23:23:25.418999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T23:23:25.418999Z digest=sha256:cb9304a31392b38ff3aaca705b7e4c3537fba4f8b46da6da5da11c3c9b2d98a5

Observation 5da95ff5-5469-433f-8d45-fa0b7ebbd2b4 · inbound

Multi-Head Explainer: A General Framework to Improve Explainability in CNNs and Transformers cites this paper.

Multi-Head Explainer: A General Framework to Improve Explainability in CNNs and Transformers Attention is not Explanation

Reference 9

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unresolved
no resolver link, observed 2026-08-10T22:35:15.854758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:35:15.854758Z digest=sha256:849710b4707fff47f8e7d4a868a5643aa279e154aa38c75a722b7782075147c1

Observation 3119ceb6-4ce8-4f8c-91ad-0537daf68ec7 · 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 Explanation

Reference 15

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no resolver link, observed 2026-08-10T21:41:30.280013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:41:30.280013Z digest=sha256:e166239792bd125130b195a7c8ead067f8b7cc585c5475db07f2306ff6e4222c

Observation befc27ac-3718-4480-8542-d31395dd6ab6 · inbound

SAFR: Neuron Redistribution for Interpretability cites this paper.

SAFR: Neuron Redistribution for Interpretability Attention is not Explanation

Reference 15

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no resolver link, observed 2026-08-10T16:14:11.760471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T16:14:11.760471Z digest=sha256:24b111c8b2a28944b0b80796b66dc29d2dc063a68ff12f02235c6f44678d9b1e

Observation a361fb81-b883-4481-841a-5331f4807b00 · 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 Explanation

Reference 19

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no resolver link, observed 2026-08-07T23:09:36.480915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T23:09:36.480915Z digest=sha256:5bdf27897b624dce21f939bbf4f06f43e71e2f6f79fef9597c6ba717b02410e0

Observation 970344b5-df5a-4870-834e-4f340d294c6d · inbound

Enabling Global, Human-Centered Explanations for LLMs:From Tokens to Interpretable Code and Test Generation cites this paper.

Enabling Global, Human-Centered Explanations for LLMs:From Tokens to Interpretable Code and Test Generation Attention is not Explanation

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-05-22T23:42:15.885659Z

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.

source=pdf_text observed=2026-05-22T23:41:22.017848Z digest=sha256:e77da2205d24ab15dde8fc45b2fad246a5106fddc6311a52419cce30add49a15

Observation b16c611c-2df7-4e78-af0a-a24931d6131a · inbound

Learning Explainable Dense Reward Shapes via Bayesian Optimization cites this paper.

Learning Explainable Dense Reward Shapes via Bayesian Optimization Attention is not Explanation

Reference 30

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no resolver link, observed 2026-08-16T11:13:53.588294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:13:53.588294Z digest=sha256:4e2aea544234c21a179c22c72363a2d8585eabf72696985688c0af8534b6a5aa

Observation 04963968-5be3-4c88-924e-1f2a07efc941 · 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 Explanation

Reference 31

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no resolver link, observed 2026-08-15T21:30:42.580369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:30:42.580369Z digest=sha256:3e80f8e490470694af31df5e176f805bc9d33f2a50fa8889b1f23d40450c5382

Observation 8e78318f-1399-4391-886c-6bcedb663776 · inbound

Towards a Science of Causal Interpretability in Deep Learning for Software Engineering cites this paper.

Towards a Science of Causal Interpretability in Deep Learning for Software Engineering Attention is not Explanation

Reference 121

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no resolver link, observed 2026-08-07T15:29:55.669564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:29:55.669564Z digest=sha256:6ec7641928ba23c7bea082c474d99ca51ffe3d13aab40965d11ec290370ad507

Observation eafdf067-93ae-44e2-9c90-8138ae16dc0c · inbound

Self-Critique and Refinement for Faithful Natural Language Explanations cites this paper.

Self-Critique and Refinement for Faithful Natural Language Explanations Attention is not Explanation

Reference 13

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unresolved
no resolver link, observed 2026-08-07T13:05:51.172474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:05:51.172474Z digest=sha256:040b3acaa94dc3f27e540ae9536b56c4fb385c47583ff921d370f785c3af25b3

Observation 1082ad26-eb27-4d1b-b308-b60ee3b04d18 · 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 Explanation

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T00:15:34.330401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:15:34.330401Z digest=sha256:5585a75f400b71085cbeebc9049dc62f441119ab7d6be49874449541d83067c8

Observation 0289b576-2eb0-4331-b0cf-d00b5e97b767 · inbound

Decoding the Multimodal Maze: A Systematic Review on the Adoption of Explainability in Multimodal Attention-based Models cites this paper.

Decoding the Multimodal Maze: A Systematic Review on the Adoption of Explainability in Multimodal Attention-based Models Attention is not Explanation

Reference 100

Resolution
verified exact
local_arxiv, observed 2026-05-19T00:36:56.307194Z

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.

source=pdf_text observed=2026-05-19T00:34:38.247099Z digest=sha256:dd6732b00cac112dae040c34374a8de3827f9f46a5f0ddfb0a2859650d886b98

Observation 214d2275-ecc8-4fe3-a9ec-3a2f7797cf12 · inbound

Decoding the Multimodal Maze: A Systematic Review on the Adoption of Explainability in Multimodal Attention-based Models cites this paper.

Decoding the Multimodal Maze: A Systematic Review on the Adoption of Explainability in Multimodal Attention-based Models Attention is not Explanation

Reference 100

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no resolver link, observed 2026-08-06T00:02:58.925621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:02:58.925621Z digest=sha256:74e451e196619127cd4dd93e107be2c687e2faa728eaf8d0dabbed55e618c350

Observation 32d38af2-d678-4db0-8f44-9b8143dd6cf4 · inbound

Symmetry-Aware Transformer Training for Automated Planning cites this paper.

Symmetry-Aware Transformer Training for Automated Planning Attention is not Explanation

Reference 14

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no resolver link, observed 2026-08-05T21:58:50.171972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T21:58:50.171972Z digest=sha256:b416cb630468bb4c46d001d1b8e58cf198ca9f33aa6424313ccf0093ead86c7c

Observation 53894ab3-1bf5-43c7-be10-2e3618e63299 · inbound

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" cites this paper.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Attention is not Explanation

Reference 46

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unresolved
no resolver link, observed 2026-08-04T20:03:37.996578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:03:37.996578Z digest=sha256:abdc7f3766cd28697469b374689cc5818d00e7a07bc4546e76289d80380293fb

Observation 80c75e91-97cd-4a5c-ae46-a6ac33ff61bd · inbound

An Autoencoder and Vision Transformer-based Interpretability Analysis of the Differences in Automated Staging of Second and Third Molars cites this paper.

An Autoencoder and Vision Transformer-based Interpretability Analysis of the Differences in Automated Staging of Second and Third Molars Attention is not Explanation

Reference 28

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no resolver link, observed 2026-08-04T18:33:09.188401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T18:33:09.188401Z digest=sha256:6c60f2f951ce7440ddf03b387b19bceed4a28a196eaf896da036284f926e9a46

Observation 9fefed90-ddb0-4e16-97bc-ac0e56a5b904 · inbound

Modeling Day-Long ECG Signals to Predict Heart Failure Risk with Explainable AI cites this paper.

Modeling Day-Long ECG Signals to Predict Heart Failure Risk with Explainable AI Attention is not Explanation

Reference 30

Resolution
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no resolver link, observed 2026-08-03T15:01:42.820352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:01:42.820352Z digest=sha256:d546b5cde6c29a5fe13e56398db38b799f9fff7c609dc839b05f54f7d50c0b04

Observation 2099b34c-668d-4856-825d-eb83204c073f · inbound

TimeSAE: Causal Sparse Decoding for Faithful Explanations of Black-Box Time Series Models cites this paper.

TimeSAE: Causal Sparse Decoding for Faithful Explanations of Black-Box Time Series Models Attention is not Explanation

Reference 29

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no resolver link, observed 2026-08-03T10:37:07.610369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T10:37:07.610369Z digest=sha256:22a3a80f810c1ccf51651823d4cb2bf8241d3ed4ed898b32dbd7863d0cf185e9

Observation 6a9d5ded-1a19-402e-a1e3-07bceb640daa · inbound

Interpretability in Deep Time Series Models Demands Semantic Alignment cites this paper.

Interpretability in Deep Time Series Models Demands Semantic Alignment Attention is not Explanation

Reference 2025

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no resolver link, observed 2026-08-03T05:28:33.719701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T05:28:33.719701Z digest=sha256:78b2d5a5c65339a975541a5099f63188b509e2e987e86b5e965ae338f09d7035

Observation 12fe6d47-3bb6-45b3-93e5-64eec98b1b0b · 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 Explanation

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-05-21T12:50:09.298591Z

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.

source=pdf_text observed=2026-05-21T12:46:59.419162Z digest=sha256:295a39d47c473534a9f4bb99ce099822f086c84c41209a4fc4a312991ed31c9b

Observation 7462fffa-d8b2-446c-92b5-4a838370fe29 · inbound

Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions cites this paper.

Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Attention is not Explanation

Reference 182

Resolution
verified exact
local_arxiv, observed 2026-05-15T18:51:29.845788Z

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.

source=pdf_text observed=2026-05-15T18:50:52.313363Z digest=sha256:d29219911fc9f46928ba639aabc88d00517fa0d00abba7f2d7c3075ee13eaab2

Observation 620fc62d-23ba-4963-953a-f326c8e79137 · inbound

Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions cites this paper.

Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Attention is not Explanation

Reference 184

Resolution
verified exact
local_arxiv, observed 2026-05-15T18:51:30.351888Z

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.

source=pdf_text observed=2026-05-15T18:50:52.313363Z digest=sha256:6cac9a1be07bfe77f264b3057119d4d6168fba925ac91d5660385238eba22b65

Observation eb7f33c3-5c0b-47f7-ba4a-cee3a0608770 · inbound

Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions cites this paper.

Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Attention is not Explanation

Reference 175

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no resolver link, observed 2026-08-02T20:04:33.617449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T20:04:33.617449Z digest=sha256:8548b7fe46a2d9be2a572d15e7a62f9f8e37665b7666235cdaf77ed3838b1764

Observation 264123f8-5ff5-4234-9328-9f935b425920 · inbound

Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions cites this paper.

Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Attention is not Explanation

Reference 177

Resolution
unresolved
no resolver link, observed 2026-08-02T20:04:33.626700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T20:04:33.626700Z digest=sha256:de43de574308538cbbe0fa7ce1e6c12fd7a9e5012eb518b2d5c003a567dfd984

Observation b0346138-79ad-427b-9f96-61dc1013ea27 · inbound

JobMatchAI-An Intelligent Job Matching Platform Using Knowledge Graphs, Semantic Search and Explainable AI cites this paper.

JobMatchAI-An Intelligent Job Matching Platform Using Knowledge Graphs, Semantic Search and Explainable AI Attention is not Explanation

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-02T18:14:13.076050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:14:13.076050Z digest=sha256:ed4e9f0dfe1c51e5b85c91dca28632b2a57e232bbd7805238060ce21b19b1c4b

Observation 295914d8-4af8-40f8-b210-eac172fd4de4 · inbound

Super Agents and Confounders: Influence of surrounding agents on vehicle trajectory prediction cites this paper.

Super Agents and Confounders: Influence of surrounding agents on vehicle trajectory prediction Attention is not Explanation

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-13T19:48:11.681479Z

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.

source=pdf_text observed=2026-05-13T19:43:15.915581Z digest=sha256:c5faa81754b550ecd9ca06930cde34eab59e7cd81728ec2e83234baf8a9880e1

Observation 30787156-1e04-438b-9e9c-030fbf00e1f7 · inbound

EviSnap: Faithful Evidence-Cited Explanations for Cold-Start Cross-Domain Recommendation cites this paper.

EviSnap: Faithful Evidence-Cited Explanations for Cold-Start Cross-Domain Recommendation Attention is not Explanation

Reference 1

Resolution
metadata mismatch
local_arxiv, observed 2026-05-16T15:18:01.983860Z

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.

source=pdf_text observed=2026-05-16T15:15:54.972801Z digest=sha256:5c5df9c209a55c76d1eb3af46c41300c7b32fd4a961532fcf2c37ee5869eccd4

Observation 22a8886c-9233-47ca-8382-77bf9778ac88 · inbound

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

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

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-11T06:47:10.208181Z

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.

source=pdf_text observed=2026-05-10T17:25:56.160227Z digest=sha256:fdc7eaa3375db2c75e7522bda4b7921452d911cfcb63c7e5280b3c69d328c1d6

Observation 64f01550-45e3-47b1-a618-378dc55745a4 · inbound

Hessian-Enhanced Token Attribution (HETA): Interpreting Autoregressive LLMs cites this paper.

Hessian-Enhanced Token Attribution (HETA): Interpreting Autoregressive LLMs Attention is not Explanation

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-11T10:41:01.996426Z

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.

source=arxiv_source observed=2026-05-10T15:23:53.906870Z digest=sha256:d1356572ca22b41ec83a2fc41d6769e58fc04b9550ca0777378b0204e048f93e

Observation ae0990fa-a953-48fd-a3dc-c840bccb2f33 · inbound

Adversarial Humanities Benchmark: Results on Stylistic Robustness in Frontier Model Safety cites this paper.

Adversarial Humanities Benchmark: Results on Stylistic Robustness in Frontier Model Safety Attention is not Explanation

Reference 17

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T12:01:06.402573Z

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.

source=arxiv_source observed=2026-05-10T04:17:43.880661Z digest=sha256:b16fec5b0b361470f540436f679d6c124eadb2bc4e8a6acce563127271583c2e

Observation 61899eb6-64d9-4ace-b295-d774f803e57f · inbound

SAIL: Structure-Aware Interpretable Learning for Anatomy-Aligned Post-hoc Explanations in OCT cites this paper.

SAIL: Structure-Aware Interpretable Learning for Anatomy-Aligned Post-hoc Explanations in OCT Attention is not Explanation

Reference 39

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verified exact
arxiv_id, observed 2026-05-09T06:35:41.064192Z

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.

source=pdf_text observed=2026-05-08T18:16:35.927272Z digest=sha256:f3f1bae27802583d2062ccd06b3d47c7a40be25cdb7c436b7168f548ecfa6a6c

Observation faf566b2-a17b-4c86-b456-91f8422ae026 · inbound

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

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

Reference 12

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T19:26:10.049196Z

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.

source=arxiv_source observed=2026-05-08T11:54:01.224588Z digest=sha256:3ec6674e3fbc3cbdea0ac156cacaa17fe54095efab6e43b419d97ecdbbd7d226

Observation 5d6b358b-481c-45f8-9b8d-0cdbb1b87547 · inbound

Does Synthetic Data Help? Empirical Evidence from Deep Learning Time Series Forecasters cites this paper.

Does Synthetic Data Help? Empirical Evidence from Deep Learning Time Series Forecasters Attention is not Explanation

Reference 297

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arxiv_id, observed 2026-05-11T18:41:12.430170Z

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.

source=arxiv_source observed=2026-05-08T14:16:34.235992Z digest=sha256:f89777593dad7deb135cfeac398caf12fc4d9e0795a520376dddbced08740507

Observation 4ec580dc-bfea-4891-8745-15e923b6edca · 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 Explanation

Reference 39

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metadata mismatch
local_arxiv, observed 2026-05-14T20:19:27.660096Z

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.

source=arxiv_source observed=2026-05-14T20:17:01.224864Z digest=sha256:b36c66319df4bec73291db79847372fcb27a57e875427ff8da7eafe6b6b6dbe5

Observation 7f865fda-327b-4f2d-a4e5-b3a5cfaf1fb9 · inbound

Rescaled Asynchronous SGD: Optimal Distributed Optimization under Data and System Heterogeneity cites this paper.

Rescaled Asynchronous SGD: Optimal Distributed Optimization under Data and System Heterogeneity Attention is not Explanation

Reference 21

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metadata mismatch
local_arxiv, observed 2026-05-14T19:32:51.017838Z

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.

source=arxiv_source observed=2026-05-14T19:31:12.149482Z digest=sha256:2fc08d477ceaa646972b71721c3a3b6d07ef72bdbc38e247833aa387ac42027e

Observation 679cafad-6b1e-4bf7-b898-9d36d09ae0be · inbound

Architecture-Aware Explanation Auditing for Industrial Visual Inspection cites this paper.

Architecture-Aware Explanation Auditing for Industrial Visual Inspection Attention is not Explanation

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-05-15T02:43:32.587326Z

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.

source=pdf_text observed=2026-05-15T02:40:36.771439Z digest=sha256:243f11b6bd3008f99f42dfc1e4a3901a0bad1ffcb86fef99210db8d9a55c9c32

Observation ec442c1e-e14f-4547-aca3-146c7cff121f · inbound

Architecture-Aware Explanation Auditing for Industrial Visual Inspection cites this paper.

Architecture-Aware Explanation Auditing for Industrial Visual Inspection Attention is not Explanation

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-05-20T21:03:46.161595Z

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.

source=pdf_text observed=2026-05-20T21:02:52.559284Z digest=sha256:b4bde0b01b4f4d1e5da3570a02d80f5df882f53a0f4f2f034d28a4d7f48f7b73

Observation f47c64bf-7a66-4a87-9a4a-e7d447bbf0a1 · inbound

Architecture-Aware Explanation Auditing for Industrial Visual Inspection cites this paper.

Architecture-Aware Explanation Auditing for Industrial Visual Inspection Attention is not Explanation

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-06-30T21:45:04.829606Z

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.

source=pdf_text observed=2026-06-30T21:37:34.236270Z digest=sha256:333c2a7d22d181ce0d0a5d7f96d09e924103a545de7b803516cd1f79574819bc

Observation 69ff5dca-66e4-46d4-9f7a-afd05f99930b · inbound

INSIGHTS: Demonstration-Based Summaries of Time Series Predictors cites this paper.

INSIGHTS: Demonstration-Based Summaries of Time Series Predictors Attention is not Explanation

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-05-20T20:53:43.474563Z

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.

source=pdf_text observed=2026-05-20T20:53:09.269198Z digest=sha256:c17f4e6def972b63b9ceb2922ecc134d495f10f5288688ffb6b43a1d2dcaee92

Observation b7120952-ba7d-4253-9f3d-2191d1a18a47 · inbound

CLIF: Concept-Level Influence Functions for Transparent Bottleneck Models cites this paper.

CLIF: Concept-Level Influence Functions for Transparent Bottleneck Models Attention is not Explanation

Reference 11

Resolution
metadata mismatch
local_arxiv, observed 2026-05-20T06:23:05.394418Z

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.

source=pdf_text observed=2026-05-20T06:22:28.016587Z digest=sha256:d25628190047dfbb453a0ac441e3e13e0b892740941408ce4c32e3fbc2ec65af

Observation 37b4d616-f89a-4fcc-97ce-24e80681e352 · inbound

Towards Understanding Modality Interaction in Multimodal Language Models via Partial Information Decomposition cites this paper.

Towards Understanding Modality Interaction in Multimodal Language Models via Partial Information Decomposition Attention is not Explanation

Reference 49

Resolution
metadata mismatch
local_arxiv, observed 2026-06-28T17:42:26.055218Z

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.

source=arxiv_source observed=2026-06-28T17:40:30.038337Z digest=sha256:06fcf88d8e7da11bec6928b7f6bf689025f5a0380693c9b8bd7812a9ab7d1e26

Observation f9fe1b6a-c518-4bbd-9948-110989492141 · 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 Explanation

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-07-02T07:06:44.437597Z

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.

source=pdf_text observed=2026-06-28T07:08:06.493103Z digest=sha256:deff28a253bf9c12e7b3808c4d6ede0818b088281bf2182e03ca4a671aee6ec2

Observation f876ae91-3c47-46bb-a634-912619a805c1 · 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 Explanation

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-06-28T23:32:46.761309Z

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.

source=arxiv_source observed=2026-06-28T23:29:02.457697Z digest=sha256:734d07f23d33dadd6c908038acc1c77ab552aa07838e3fdd3a303b305f72c81d

Observation cc0c5135-d251-441f-9d7c-8a042ce051d7 · 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 Explanation

Reference 163

Resolution
verified exact
local_arxiv, observed 2026-06-28T23:32:47.293753Z

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.

source=arxiv_source observed=2026-06-28T23:29:02.457697Z digest=sha256:142043f5f95c114b15199431e9ecefeb7e5317643c3d2628412f773de088ba37

Observation 1ddd9453-60ca-4314-bf84-be5f38c801bf · inbound

Explaining Attention with Program Synthesis cites this paper.

Explaining Attention with Program Synthesis Attention is not Explanation

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-07-04T00:59:21.006556Z

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.

source=pdf_text observed=2026-06-26T20:46:01.403927Z digest=sha256:cdfeaa19f8a40f2b6005477cd3e7957f0372b225bb6b56b6be2e694c16ca7e16

Observation fa4be912-96a5-4c6e-ae99-5b6e9f836f8d · inbound

Explaining Attention with Program Synthesis cites this paper.

Explaining Attention with Program Synthesis Attention is not Explanation

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-06-30T11:54:39.162373Z

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.

source=pdf_text observed=2026-06-30T10:20:46.759958Z digest=sha256:9a84d54c3d1c658a85bf2149fbccc275f0be241a02ed3e3d7a415ef245ca3556

Observation f92e6326-58c6-4dfb-8a39-e709752eff78 · inbound

Investigating Linguistic Steering: An Analysis of Adjectival Effects Across Large Language Model Architectures cites this paper.

Investigating Linguistic Steering: An Analysis of Adjectival Effects Across Large Language Model Architectures Attention is not Explanation

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-07-01T09:05:36.568522Z

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.

source=pdf_text observed=2026-07-01T09:01:34.038992Z digest=sha256:4d9d60f7214df7a18d8cab896c84b09a29b32f3ab1ed818e64466a17ed1f18b5

Observation 90a088f4-e81b-4099-ba25-bfeafce8af7e · inbound

The Hitchhiker's Guide to Agentic AI: From Foundations to Systems cites this paper.

The Hitchhiker's Guide to Agentic AI: From Foundations to Systems Attention is not Explanation

Reference 80

Resolution
verified exact
local_arxiv, observed 2026-07-04T11:09:46.480704Z

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.

source=pdf_text observed=2026-06-26T08:09:57.542558Z digest=sha256:e1d38be5fab3aa2ed55c31837284b567aa6bed5f8465717dc5ffb7f112ed217c

Observation 9dc3b7d5-1fb4-4d65-8daf-addb7b65d0ef · inbound

The Hitchhiker's Guide to Agentic AI: From Foundations to Systems cites this paper.

The Hitchhiker's Guide to Agentic AI: From Foundations to Systems Attention is not Explanation

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-02T10:27:16.401850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T10:27:16.401850Z digest=sha256:45cbc12c39727577fe0479738f3067febaee0a05882d66c2359443ab9665694f

Observation ebf7db07-108b-4dba-b76e-6930be882ff5 · inbound

BetXplain: An Explanation-Annotated Dataset for Detecting Manipulative Betting Advertisements on Social Media cites this paper.

BetXplain: An Explanation-Annotated Dataset for Detecting Manipulative Betting Advertisements on Social Media Attention is not Explanation

Reference 161

Resolution
metadata mismatch
local_arxiv, observed 2026-07-04T13:19:50.836171Z

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.

source=arxiv_source observed=2026-06-26T05:18:36.311573Z digest=sha256:d6a726bfce58fddb80e835a9fbff4444792c0a44a27cab3cd99f59c195c945b7

Observation f73c9c13-3cdd-42b9-86a5-36cf54df480c · inbound

A Preliminary Study on Explaining Risk of Code Changes using LLM-Based Prediction Models cites this paper.

A Preliminary Study on Explaining Risk of Code Changes using LLM-Based Prediction Models Attention is not Explanation

Reference 9

Resolution
unresolved
no resolver link, observed 2026-07-12T07:05:03.545756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T07:05:03.545756Z digest=sha256:9ea4ea492d95f349e0c35b79af44ddb39c352ae7dab6bd6c3012328a05689e83

Observation 23ff7e7b-14b2-45d3-91e0-ca83cc0e4cd9 · inbound

Kepler-Encoder-v0.1: Towards a Multimodal Embedding Model for Robots cites this paper.

Kepler-Encoder-v0.1: Towards a Multimodal Embedding Model for Robots Attention is not Explanation

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-02T05:01:24.586307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:01:24.586307Z digest=sha256:720c8748ef3a44264d08db4b87f6989e53e955facf02c499ff1ceb14cb9e1c51

Observation 1e7738d1-e4ca-4869-b50f-3d588aba7299 · 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 Explanation

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-15T14:36:51.299044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:36:51.299044Z digest=sha256:b20c84db957522cd786482099f3f4475ceeb079a60888dc06e318d6f43aa8d75

Observation 293427f2-14d7-47f6-9cfa-0e5015155801 · inbound

PhysAttNet: Enhancing Predictive Performance in Industrial and Astrophysical Time Series via Physics-Informed Attention cites this paper.

PhysAttNet: Enhancing Predictive Performance in Industrial and Astrophysical Time Series via Physics-Informed Attention Attention is not Explanation

Reference 101

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unresolved
no resolver link, observed 2026-08-11T00:31:24.703710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T00:31:24.703710Z digest=sha256:d997d63977baf2f6b62e001227b164e261a3a8cefb2c6e5b3a9b0c94a77e6739