Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T05:01:31.879510Z
Paper Citation Record · LEDGER
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs
As of 13 August 2026, this Paper Citation Record lists 100 of 291 outbound references and 2 inbound Pith citation observations for arXiv:2412.00800.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-30T09:54:05.683478Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-30T09:54:34.440547Z
Reference resolution
100 of 291 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved99
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation e5f4d176-5c84-4e65-af3c-4c5721e26fa1 · outbound
This paper cites Jordan and Tom M.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Jordan and Tom M
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.408715Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9cf224a3-ecd7-4d0f-8e69-14cc7b796bcb · outbound
This paper cites Gilpin, David Bau, Ben Z.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Gilpin, David Bau, Ben Z
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.429786Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ef13d32-ce83-4f6b-b81b-d0b264892bba · outbound
This paper cites General data protection regulation (gdpr).
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs General data protection regulation (gdpr)
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.434762Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 156568f2-aa8b-43b7-b5fc-727c61b2710e · outbound
This paper cites European union regulations on algorithmic decision- making and a â ˘AIJright to explanationâ ˘A˙I.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs European union regulations on algorithmic decision- making and a â ˘AIJright to explanationâ ˘A˙I
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.440767Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a67d992d-4832-4ffd-8b1a-f8ddb6b12ed9 · outbound
This paper cites an unresolved cited work.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Unresolved cited work
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.456525Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5b1e08b-a8ec-46fa-94a1-f7e2970d66a9 · outbound
This paper cites Explainable artificial intelligence (xai): Concepts, taxonomies, opportunities and challenges toward responsible ai.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Explainable artificial intelligence (xai): Concepts, taxonomies, opportunities and challenges toward responsible ai
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.460869Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78e210f1-9b2d-40d9-94f2-240c9d6b77c4 · outbound
This paper cites Explanation in artificial intelligence: Insights from the social sciences.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Explanation in artificial intelligence: Insights from the social sciences
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.465280Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3d04a02-7408-4188-a062-06230970fd52 · outbound
This paper cites The Elements of Statistical Learning.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs The Elements of Statistical Learning
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.469571Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42f37589-4d37-448f-889a-56c58378633e · outbound
This paper cites Ross Quinlan.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Ross Quinlan
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.473898Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9f4cd0a-3d68-452b-b1de-2b96133dca0c · outbound
This paper cites To predict and serve? Significance, 13(5):14–19, 2016.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs To predict and serve? Significance, 13(5):14–19, 2016
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.478350Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12f32538-1b1a-4bf9-9923-9b3c191a720f · outbound
This paper cites Support-vector networks.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Support-vector networks
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.482718Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2dd6d75a-dca9-490a-9164-00bc7f64b978 · outbound
This paper cites Visualizing and understanding convolutional networks.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Visualizing and understanding convolutional networks
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.487153Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c3e2dce-6354-458f-82ef-65910f8f5bd1 · outbound
This paper cites Neural machine translation by jointly learning to align and translate.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Neural machine translation by jointly learning to align and translate
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.491453Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5575999-b8cc-4c2d-a602-d6e669b689e2 · outbound
This paper cites Bert: Pre-training of deep bidirectional transformers for language understanding.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Bert: Pre-training of deep bidirectional transformers for language understanding
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.495753Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da9bab9f-7b21-477b-a104-c608d3317884 · outbound
This paper cites Improving language understanding by generative pre-training.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Improving language understanding by generative pre-training
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.500020Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5fdd91a4-b384-415f-94d1-a4eda8ebf6a7 · outbound
This paper cites an unresolved cited work.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Unresolved cited work
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.504138Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 782f70f7-ca24-47b5-a420-ca696340faff · outbound
This paper cites Unified framework for interpretable methods.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Unified framework for interpretable methods
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.508601Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2b0fb65-5aae-4887-9a7a-44b5e4c18874 · outbound
This paper cites â ˘AIJwhy should i trust you?â ˘A˙I: Ex- plaining the predictions of any classifier.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs â ˘AIJwhy should i trust you?â ˘A˙I: Ex- plaining the predictions of any classifier
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.513218Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6305f8b9-e5ab-4c39-89e9-603ec61e21de · outbound
This paper cites Selvaraju, Abhishek Das, Ramakrishna Vedantam, Michael Cogswell, Devi Parikh, and Dhruv Batra.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Selvaraju, Abhishek Das, Ramakrishna Vedantam, Michael Cogswell, Devi Parikh, and Dhruv Batra
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.517776Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7be8edc2-c9d1-476d-82f3-ab741b21d15b · outbound
This paper cites A survey on explainable artificial intelligence (xai): Toward medical xai.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs A survey on explainable artificial intelligence (xai): Toward medical xai
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.522075Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 616ad4f3-e103-4b1b-9f83-5e93225567f5 · outbound
This paper cites Captum: A unified and generic model interpretability library for PyTorch.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Captum: A unified and generic model interpretability library for PyTorch
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.526916Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3abbd7f5-b726-417e-b156-7ad3851db0ef · outbound
This paper cites MIT press, 2016.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs MIT press, 2016
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.539691Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9702238f-bc81-461b-8349-f7afc6cb826e · outbound
This paper cites A survey of methods for explaining black box models.ACM computing surveys (CSUR), 51(5):1–42, 2018.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs A survey of methods for explaining black box models.ACM computing surveys (CSUR), 51(5):1–42, 2018
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.544055Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1392c28e-c329-4a9f-bb94-9f4889af4e96 · outbound
This paper cites Novoa, Justin Ko, Susan M.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Novoa, Justin Ko, Susan M
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.548334Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c9d2e6ae-1946-4db1-b19c-c037ca1fabc4 · outbound
This paper cites Khandani, Adlar J.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Khandani, Adlar J
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.552902Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6157e8ab-0cee-46d1-afb9-7996ed84ccd0 · outbound
This paper cites Frey, Joshua P.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Frey, Joshua P
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.557176Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b41387a4-7a3c-46f4-a87d-0a7530a159b5 · outbound
This paper cites Why a right to explanation of automated decision-making does not exist in the general data protection regulation.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Why a right to explanation of automated decision-making does not exist in the general data protection regulation
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.561791Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b15c135e-dbac-46f9-85e0-e1aa535d40d3 · outbound
This paper cites Interpretable Machine Learning.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Interpretable Machine Learning
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.566129Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d30af2b-515c-4620-9cf7-432baea18a63 · outbound
This paper cites Imagenet classification with deep con- volutional neural networks.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Imagenet classification with deep con- volutional neural networks
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.570602Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64ec3f5b-8d48-472d-9fa2-6fab0dfebf85 · outbound
This paper cites Gomez, Lukasz Kaiser, and Illia Polosukhin.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Gomez, Lukasz Kaiser, and Illia Polosukhin
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.575219Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 56ea7cc4-8639-4174-80e0-cbe3e808fdbd · outbound
This paper cites Methods for interpreting and understanding deep neural networks.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Methods for interpreting and understanding deep neural networks
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.579626Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3146c383-a01e-426f-842f-038d4eed7eeb · outbound
This paper cites Visual analytics for explainable deep learning.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Visual analytics for explainable deep learning
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.583890Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1356fdf-2cc9-4dc7-9145-56ef249e35a4 · outbound
This paper cites an unresolved cited work.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Unresolved cited work
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.588624Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95dfbf76-3b16-4e1e-9518-51044e3125d0 · outbound
This paper cites A survey of methods for explaining black box models.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs A survey of methods for explaining black box models
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.592780Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2be1b0e6-46a3-4108-be78-20e62eed2bc9 · outbound
This paper cites The Mythos of Model Interpretability.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs The Mythos of Model Interpretability
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.596789Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83ea6ec3-f8af-4052-a630-dc772322566d · outbound
This paper cites Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.601059Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1bcbe33-1d73-4994-adbf-f3f387672ac9 · outbound
This paper cites Ross Quinlan.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Ross Quinlan
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.605026Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16d168de-466e-4086-b477-3c325b8d0685 · outbound
This paper cites Regression shrinkage and selection via the lasso.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Regression shrinkage and selection via the lasso
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.609303Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 15a4411f-5ec0-4e25-8268-254a642c8d54 · outbound
This paper cites Random forests.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Random forests
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.613661Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cfe9c4cf-44a6-4f7f-87ce-9b1f2f14960c · outbound
This paper cites Xgboost: A scalable tree boosting system.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Xgboost: A scalable tree boosting system
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.618153Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 85a883d9-3d3a-44db-ae31-986651a8178b · outbound
This paper cites Deep learning.Nature, 521(7553):436–444, 2015.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Deep learning.Nature, 521(7553):436–444, 2015
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.622854Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc495199-6564-4601-815f-8d8538b0c87b · outbound
This paper cites Decision trees and multivariate analysis, volume 1.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Decision trees and multivariate analysis, volume 1
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.626816Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5866d302-2b79-4bbe-81b2-33a172d1a1af · outbound
This paper cites Intelligible models for healthcare: Predicting pneumonia risk and hospital 30-day readmission.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Intelligible models for healthcare: Predicting pneumonia risk and hospital 30-day readmission
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.631467Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b7ff2d77-d35d-4e15-b388-26c4a8d5e3d0 · outbound
This paper cites Explainable Artificial Intelligence: Understanding, Visualizing and Interpreting Deep Learning Models.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Explainable Artificial Intelligence: Understanding, Visualizing and Interpreting Deep Learning Models
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.635572Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6802c0b1-27bc-43d4-a9f9-9291dc279a6e · outbound
This paper cites Logistic Regression Explained.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Logistic Regression Explained
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.639757Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 22eb7052-d575-4758-9b50-d25a41d84125 · outbound
This paper cites Applied Logistic Regression.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Applied Logistic Regression
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.644057Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a5ae5c9d-4edf-4d57-b574-0ebda347b65b · outbound
This paper cites Pattern recognition and machine learning.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Pattern recognition and machine learning
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.648331Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02ba10f0-c5af-4b35-9c55-88672648cd66 · outbound
This paper cites An Introduction to Statis- tical Learning.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs An Introduction to Statis- tical Learning
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.652525Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 53289a1b-4f54-482f-91b8-72a01546cad0 · outbound
This paper cites Understanding Machine Learning: From Theory to Algorithms.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Understanding Machine Learning: From Theory to Algorithms
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.656804Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2ebe673-8cd0-48a0-831a-c6325dc34126 · outbound
This paper cites Scikit- learn: Machine learning in python.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Scikit- learn: Machine learning in python
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.660983Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 577c824e-55f4-40cc-aba2-352ea7f2bd45 · outbound
This paper cites James Murdoch, Chandan Singh, Karl Kumbier, Reza Abbasi-Asl, and Bin Yu.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs James Murdoch, Chandan Singh, Karl Kumbier, Reza Abbasi-Asl, and Bin Yu
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.665331Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c5dd67b-cb2c-4e28-b0f4-3cf4de79d3b1 · outbound
This paper cites Artificial Intelligence: A Modern Approach.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Artificial Intelligence: A Modern Approach
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.669579Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d93093d-6235-49f9-af4d-1750e5b92620 · outbound
This paper cites McCormick, and David Madigan.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs McCormick, and David Madigan
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.673929Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a74a4994-c7b0-487c-866c-d270325f20fe · outbound
This paper cites Rule-based machine learning and knowledge extraction for model interpretability.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Rule-based machine learning and knowledge extraction for model interpretability
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.678109Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d72ceed-edd8-4586-81b8-dddeb0b3bba7 · outbound
This paper cites Rule-based systems.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Rule-based systems
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.682403Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06e7c030-e0cb-43ba-9626-bd344aeed4fe · outbound
This paper cites Emerging trends and challenges in rule-based machine learning.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Emerging trends and challenges in rule-based machine learning
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.686461Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a1cde92-7bf8-4997-9f24-c6bbbf8620b3 · outbound
This paper cites Biomedical Informatics: Computer Applications in Health Care and Biomedicine.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Biomedical Informatics: Computer Applications in Health Care and Biomedicine
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.690988Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 645a3418-af3f-47ee-9708-2e3496df099c · outbound
This paper cites Expert systems in medical applications: a review.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Expert systems in medical applications: a review
Reference 64
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:01:31.695454Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b7930cff-3adc-4688-b4b8-5fba163dc0bb · outbound
This paper cites Legal reasoning and legal argumentation.The Knowl- edge Engineering Review, 27(1):1–5, 2012.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Legal reasoning and legal argumentation.The Knowl- edge Engineering Review, 27(1):1–5, 2012
Reference 65
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- no resolver link, observed 2026-08-12T05:01:31.699667Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1202ea29-a658-467b-848b-45685fa4b045 · outbound
This paper cites The application of data mining techniques in financial fraud detection: A classification framework and an academic review of literature.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs The application of data mining techniques in financial fraud detection: A classification framework and an academic review of literature
Reference 66
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- no resolver link, observed 2026-08-12T05:01:31.703920Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a62edd5e-d580-4f0a-809b-7dfcf6c58011 · outbound
This paper cites Guidelines for a knowledge-based systems paper.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Guidelines for a knowledge-based systems paper
Reference 67
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- no resolver link, observed 2026-08-12T05:01:31.708091Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d680a59-2a4d-47b0-a828-c27377236bb0 · outbound
This paper cites Generalized Additive Models.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Generalized Additive Models
Reference 68
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- no resolver link, observed 2026-08-12T05:01:31.712101Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d122890-dde0-4387-a519-1f217ac7f0ad · outbound
This paper cites Generalized Additive Models: An Introduction with R.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Generalized Additive Models: An Introduction with R
Reference 69
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- no resolver link, observed 2026-08-12T05:01:31.716144Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4458b2da-8f87-4857-97ab-4d0d3f8efa0b · outbound
This paper cites Intelligible models for classification and re- gression.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Intelligible models for classification and re- gression
Reference 70
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 85f4ea4d-59ce-405a-8dcc-f410b871108c · outbound
This paper cites pygam: Generalized additive models in python.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs pygam: Generalized additive models in python
Reference 71
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- no resolver link, observed 2026-08-12T05:01:31.724474Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed50d77b-b833-470c-ab16-2717d2d6ab97 · outbound
This paper cites Intel- ligible models for healthcare: Predicting pneumonia risk and hospital 30-day readmission.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Intel- ligible models for healthcare: Predicting pneumonia risk and hospital 30-day readmission
Reference 72
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- no resolver link, observed 2026-08-12T05:01:31.728672Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5a72ac05-8760-4f54-9b98-6bbf9d972f88 · outbound
This paper cites Applications of third order differential subordination and superordination involving generalized Struve function.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Applications of third order differential subordination and superordination involving generalized Struve function
Reference 73
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-12T05:01:33.455569Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 672e68f1-3df1-4bbf-a716-d6642ecb81bc · outbound
This paper cites Gam: The predictive modeling silver bullet.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Gam: The predictive modeling silver bullet
Reference 74
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- no resolver link, observed 2026-08-12T05:01:31.737130Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c883af5-f178-404c-b3cd-124fb11504a9 · outbound
This paper cites Strong and weak divergence of exponential and linear-implicit Euler approximations for stochastic partial differential equations with superlinearly growing nonlinearities.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Strong and weak divergence of exponential and linear-implicit Euler approximations for stochastic partial differential equations with superlinearly growing nonlinearities
Reference 75
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- no resolver link, observed 2026-08-12T05:01:31.741335Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 919ef878-1fb7-4a16-abaa-e9a8a5fd87b1 · outbound
This paper cites Machine learning: a probabilistic perspective.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Machine learning: a probabilistic perspective
Reference 76
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- no resolver link, observed 2026-08-12T05:01:31.746148Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 29c4df3c-2b6a-4169-914f-c4583f1aefdc · outbound
This paper cites Bayesian data analysis.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Bayesian data analysis
Reference 77
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- no resolver link, observed 2026-08-12T05:01:31.750414Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 681753b6-e62b-4556-99cf-af0816e91d7b · outbound
This paper cites Pattern Recognition and Machine Learning.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Pattern Recognition and Machine Learning
Reference 78
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- no resolver link, observed 2026-08-12T05:01:31.754611Z
Source-reported events for the cited work
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Observation e9f4887c-0b23-4808-b375-021e01d4c3da · outbound
This paper cites TensorFlow Distributions.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs TensorFlow Distributions
Reference 79
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- no resolver link, observed 2026-08-12T05:01:31.759026Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f017009-f504-4864-90a4-0c4eea0a2e64 · outbound
This paper cites Handbook of Markov Chain Monte Carlo.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Handbook of Markov Chain Monte Carlo
Reference 80
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- no resolver link, observed 2026-08-12T05:01:31.763550Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f486a306-a00f-4943-9148-b5723e856c9a · outbound
This paper cites Bayesian portfolio analysis.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Bayesian portfolio analysis
Reference 81
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- no resolver link, observed 2026-08-12T05:01:31.767906Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d10e6be-687a-4f96-a007-ed1c0bbc4156 · outbound
This paper cites Online controlled experiments and a/b testing.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Online controlled experiments and a/b testing
Reference 82
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- no resolver link, observed 2026-08-12T05:01:31.772188Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 167ffc21-7316-475e-8f50-b6d2f3e75cc5 · outbound
This paper cites Variational inference: A review for statisti- cians.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Variational inference: A review for statisti- cians
Reference 83
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ae499ba-7156-49f6-89e9-deb9d695dfd7 · outbound
This paper cites Streaming variational bayes.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Streaming variational bayes
Reference 84
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- no resolver link, observed 2026-08-12T05:01:31.780431Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2fb1ba8c-d1f5-463b-b95f-a2152f22c88a · outbound
This paper cites Representation learning: A review and new perspectives.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Representation learning: A review and new perspectives
Reference 85
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ad49e39-a830-4cc3-972b-3b357bd2e96c · outbound
This paper cites Understanding neu- ral networks through deep visualization.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Understanding neu- ral networks through deep visualization
Reference 86
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- no resolver link, observed 2026-08-12T05:01:31.788558Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71844d70-2b78-4b65-b64b-90cea558c60a · outbound
This paper cites Very deep convolutional networks for large-scale image recognition.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Very deep convolutional networks for large-scale image recognition
Reference 87
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bdb73837-a6a1-4060-990c-9a7021e42e8f · outbound
This paper cites Deep inside convolutional networks: Visualising image classification models and saliency maps.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Deep inside convolutional networks: Visualising image classification models and saliency maps
Reference 88
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- no resolver link, observed 2026-08-12T05:01:31.797904Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee4bfffa-1289-4ccb-935c-0a9701a6b9aa · outbound
This paper cites Axiomatic attribution for deep networks.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Axiomatic attribution for deep networks
Reference 89
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f5e90e96-6f1b-4f8d-b9b8-40303d603270 · outbound
This paper cites A Critical Review of Recurrent Neural Networks for Sequence Learning.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs A Critical Review of Recurrent Neural Networks for Sequence Learning
Reference 90
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Observation ead0d47f-b369-455a-b2f7-c3983799f965 · outbound
This paper cites Visualizing and Understanding Recurrent Networks.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Visualizing and Understanding Recurrent Networks
Reference 91
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 077f6673-e512-4a0f-8a2a-8d56ef806ccf · outbound
This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Reference 92
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- no resolver link, observed 2026-08-12T05:01:31.815989Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7fa0ab5a-82c0-4119-8f0f-8563de27b4dc · outbound
This paper cites Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
Reference 93
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- no resolver link, observed 2026-08-12T05:01:31.820557Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9d7876b-7d0e-4d5f-8ee1-a9f1be3fa89a · outbound
This paper cites A Multiscale Visualization of Attention in the Transformer Model.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs A Multiscale Visualization of Attention in the Transformer Model
Reference 94
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- no resolver link, observed 2026-08-12T05:01:31.825058Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88b8db3a-5585-4521-aea7-85036e72fc00 · outbound
This paper cites Language models are few-shot learners.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Language models are few-shot learners
Reference 95
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2bd6014c-b69f-4bf8-a53c-7b89a133916e · outbound
This paper cites Large Lan- guage Models and Cognitive Science: A Comprehensive Review of Similarities, Differences, and Challenges.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Large Lan- guage Models and Cognitive Science: A Comprehensive Review of Similarities, Differences, and Challenges
Reference 96
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f2483d0-8493-46f4-bd5c-4f091a5fbf7c · outbound
This paper cites Design of intelligent customer service system based on deep learning.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Design of intelligent customer service system based on deep learning
Reference 97
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf5b9608-cefd-41d6-a858-2c076fc58ca9 · outbound
This paper cites CTRL: A Conditional Transformer Language Model for Controllable Generation.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs CTRL: A Conditional Transformer Language Model for Controllable Generation
Reference 98
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Unavailable: canonical work link unavailable.
Observation b567346c-4053-47d2-93ac-090a8537f70f · outbound
This paper cites Github copilot: Y our ai pair programmer.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Github copilot: Y our ai pair programmer
Reference 99
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32208586-f769-499f-be7a-5835849bab09 · outbound
This paper cites Biobert: a pre-trained biomedical language representation model for biomedical text mining.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Biobert: a pre-trained biomedical language representation model for biomedical text mining
Reference 100
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- no resolver link, observed 2026-08-12T05:01:31.851884Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad459a42-6e80-4203-b558-3d74ac493065 · outbound
This paper cites SQuAD: 100,000+ Questions for Machine Comprehension of Text.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs SQuAD: 100,000+ Questions for Machine Comprehension of Text
Reference 101
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- unresolved
- no resolver link, observed 2026-08-12T05:01:31.856139Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3fe92703-0e56-4f64-b32c-8b210621e8f0 · outbound
This paper cites GPT-4 Technical Report.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs GPT-4 Technical Report
Reference 102
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- no resolver link, observed 2026-08-12T05:01:31.860558Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 959347ec-d355-4298-bdf8-43f9be70f0f5 · outbound
This paper cites LLaMA: Open and Efficient Foundation Language Models.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs LLaMA: Open and Efficient Foundation Language Models
Reference 103
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- no resolver link, observed 2026-08-12T05:01:31.865661Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation adb05308-342e-47ba-a3ed-a5c4e6ee6fbb · outbound
This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 104
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- unresolved
- no resolver link, observed 2026-08-12T05:01:31.870230Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd088d7f-a695-4882-844c-37401f2fc0cc · outbound
This paper cites Scaling Laws for Neural Language Models.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Scaling Laws for Neural Language Models
Reference 105
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- no resolver link, observed 2026-08-12T05:01:31.874992Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e81de2c-7d20-4fc1-9f36-5d9c7645a3b7 · outbound
This paper cites Energy and policy considerations for deep learning in nlp.
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs Energy and policy considerations for deep learning in nlp
Reference 106
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- no resolver link, observed 2026-08-12T05:01:31.879510Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 25460c5d-9d3c-4e49-b126-334954d11087 · inbound
AOI: Context-Aware Multi-Agent Operations via Dynamic Scheduling and Hierarchical Memory Compression cites this paper.
AOI: Context-Aware Multi-Agent Operations via Dynamic Scheduling and Hierarchical Memory Compression A Comprehensive Guide to Explainable AI: From Classical Models to LLMs
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T21:28:34.035794Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 605b29a7-85f7-44fe-bf69-7695a1c04804 · inbound
A3M: Adaptive, Adversarial and Multi-Objective Learning for Strategic Bidding in Repeated Auctions cites this paper.
A3M: Adaptive, Adversarial and Multi-Objective Learning for Strategic Bidding in Repeated Auctions A Comprehensive Guide to Explainable AI: From Classical Models to LLMs
Reference 8
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-30T09:54:34.442358Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.