Attention is not Explanation | Paper Citation Record

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

Resolution: 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 2026-08-19T06:32:44.657259+00:00.

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

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

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

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

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

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

Adaptively Sparse Transformers cites this paper.

Adaptively Sparse Transformers Attention is not Explanation

Reference 16

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

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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

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

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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

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

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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

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

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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

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

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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

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

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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

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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

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

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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

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

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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

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

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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

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

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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

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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

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

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

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

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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

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

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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

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

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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

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

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

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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

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

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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

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

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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 2026-08-19T06:32:44.657259+00:00.

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 2026-08-19T06:32:44.657259+00:00.

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

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

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

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

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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

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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

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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 2026-08-19T06:32:44.657259+00:00.

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

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

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

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

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 2026-08-19T06:32:44.657259+00:00.

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 2026-08-19T06:32:44.657259+00:00.

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

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

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

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

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

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

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T18:41:12.430170Z

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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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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 2026-08-19T06:32:44.657259+00:00.

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

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

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

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

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

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

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

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

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 2026-08-19T06:32:44.657259+00:00.

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 2026-08-19T06:32:44.657259+00:00.

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 2026-08-19T06:32:44.657259+00:00.

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

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Unavailable: canonical work link unavailable.

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 2026-08-19T06:32:44.657259+00:00.

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

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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

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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

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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

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

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