Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods | Paper Citation Record

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Transactions on Machine Learning Research , year=

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Adaptive Testing and Debugging of NLP Models

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods PLOS Digital Health , year=

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Advances in Neural Information Processing Systems , year=

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods International Conference on Machine Learning , year=

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Proceedings of the AAAI conference on artificial intelligence , volume=

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods International Conference on Learning Representations , year=

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods International Conference on Computer Vision , year=

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Unresolved cited work

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods International Conference on Computer Vision , year=

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods International Conference on Artificial Intelligence and Statistics , year =

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This paper cites Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review.

Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods German Conference on Pattern Recognition , year=

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Advances in Neural Information Processing Systems , year =

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Medical Image Computing and Computer Assisted Intervention , year=

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods 2020 , booktitle =

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Advances in Neural Information Processing Systems , year=

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods 2025 , month =

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Transformer Circuits Thread , year=

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Manning and Christopher Potts , journal=

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Transformer Circuits Thread , year=

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Advances in Neural Information Processing Systems , volume=

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods ACM Conference on Fairness, Accountability, and Transparency , year=

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Open Problems in Mechanistic Interpretability

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods 2023 , month =

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods 2025 , month =

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Distill , year =

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Advances in Neural Information Processing Systems , volume=

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods International Conference on Machine Learning , year=

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Harvard Journal of Law & Technology , year =

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Towards Unifying Interpretability and Control: Evaluation via Intervention

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Faithfulness Tests for Natural Language Explanations

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Measuring Faithfulness in Chain-of-Thought Reasoning

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Advances in Neural Information Processing Systems , volume=

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Which Explanation Should

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Advances in Neural Information Processing Systems , year =

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Opportunities and challenges in explainable artificial intelligence (

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Explainable

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Towards A Rigorous Science of Interpretable Machine Learning

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques

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This paper cites ERASER: A Benchmark to Evaluate Rationalized NLP Models.

Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods ERASER: A Benchmark to Evaluate Rationalized NLP Models

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:54.535565Z

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Observation 0933ef87-4da7-4260-8935-d51869a98d01 · outbound

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Towards human-centered explainable

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:54.615884Z

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Observation 86c5e5a4-a306-4a72-837f-12ae8df61aff · outbound

This paper cites Evaluation metrics in explainable artificial intelligence (.

Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Evaluation metrics in explainable artificial intelligence (

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:54.668843Z

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Observation f10d4dd0-24c4-49c7-a270-477bb68d72ee · outbound

This paper cites From anecdotal evidence to quantitative evaluation methods: A systematic review on evaluating explainable.

Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods From anecdotal evidence to quantitative evaluation methods: A systematic review on evaluating explainable

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:54.753096Z

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Observation 76fe46fb-cf2c-465c-b9f4-e4aad3145e59 · outbound

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods International Conference on Machine Learning , year=

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:54.840239Z

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Observation d81d9531-0cc0-4d34-8cb7-d05c9fcc41e5 · outbound

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Rashomon Sets for Prototypical-Part Networks: Editing Interpretable Models in Real-Time

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:54.898831Z

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Observation 4eeb0b07-d28d-4ced-9645-4d2bc0b7835c · outbound

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Explainable

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:54.964890Z

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Observation e5a73dbb-9320-4be7-a5cb-6cc9999a779e · outbound

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Unresolved cited work

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:55.044506Z

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Observation 9cea71bc-82cc-419c-82f1-b8cccfd8f2d9 · outbound

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods What do you see?

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:55.101960Z

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Observation 081ddef9-5640-4299-8ed6-34901f12fb41 · outbound

This paper cites What does evaluation of explainable artificial intelligence actually tell us?.

Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods What does evaluation of explainable artificial intelligence actually tell us?

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:55.106117Z

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Observation 3ce65992-faf8-42c4-9fdf-7447012767d2 · outbound

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods International Conference on Advanced Information Systems Engineering , pages=

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:55.109830Z

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Unavailable: canonical work link unavailable.

Observation 2fb46d6d-f41b-48dc-b7ee-2c1b6dd9329a · outbound

This paper cites Exploring the Rashomon Set for Concept-Based Models.

Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Exploring the Rashomon Set for Concept-Based Models

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:55.114471Z

Source-reported events for the cited work

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Observation 042d06cc-855a-4a66-aab0-4460ddafaa2e · outbound

This paper cites an unresolved cited work.

Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Unresolved cited work

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:55.118389Z

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Unavailable: canonical work link unavailable.

Observation 585eeb86-adef-4ceb-a4ce-d79f35f93cf4 · outbound

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Machines we trust: Getting along with artificial intelligence , year=

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:55.122095Z

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Observation 16ed9e55-c8a9-4c68-a524-c7b2bf09f9fe · outbound

This paper cites Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society , pages=.

Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society , pages=

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:55.125860Z

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Unavailable: canonical work link unavailable.

Observation 01af11fe-5350-4381-9cac-72bfe6baae91 · outbound

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods From explainable to interactive

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:55.129367Z

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Observation 31c6b9d4-c146-4e59-8581-c0e161785407 · outbound

This paper cites Proceedings of the 8th international conference on Intelligent user interfaces , pages=.

Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Proceedings of the 8th international conference on Intelligent user interfaces , pages=

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:55.132960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24b76322-c11d-49c0-803b-5fce991c7bd4 · outbound

This paper cites Proceedings of the 20th international conference on intelligent user interfaces , pages=.

Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Proceedings of the 20th international conference on intelligent user interfaces , pages=

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:55.136827Z

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Unavailable: canonical work link unavailable.

Observation 44020681-bcdb-41cf-84af-93b4b2f4ca81 · outbound

This paper cites Proceedings of the national academy of sciences , volume=.

Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Proceedings of the national academy of sciences , volume=

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:55.140272Z

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Observation 71281f6e-4a9f-4b38-9457-73c1e689b98e · outbound

This paper cites Proceedings of the 21st ACM SIGKDD international conference on knowledge discovery and data mining , pages=.

Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Proceedings of the 21st ACM SIGKDD international conference on knowledge discovery and data mining , pages=

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:55.144036Z

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Unavailable: canonical work link unavailable.

Observation 562a3b7c-4385-4caf-bf4d-94fc4cf94fd8 · outbound

This paper cites Lo and Cynthia Rudin , title =.

Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Lo and Cynthia Rudin , title =

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:55.147785Z

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Observation 637538b3-edd0-4981-8d53-983c4490f6a3 · outbound

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods 2024 , publisher=

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:55.151546Z

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Unavailable: canonical work link unavailable.

Observation d0b33516-ffd7-415d-be6b-f037cba91083 · outbound

This paper cites Human-centered explainable.

Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Human-centered explainable

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:55.155608Z

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Unavailable: canonical work link unavailable.

Observation 7a54245e-f8f0-4190-901f-c95f124cb9fc · outbound

This paper cites Vera and Watkins, Elizabeth Anne and Manger, Carina and Daum\'.

Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Vera and Watkins, Elizabeth Anne and Manger, Carina and Daum\'

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:55.159278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9567aca-698d-41e9-874b-2e5dfc7c03b5 · outbound

This paper cites Vera and Gruen, Daniel and Miller, Sarah , title =.

Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Vera and Gruen, Daniel and Miller, Sarah , title =

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:55.163070Z

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Unavailable: canonical work link unavailable.

Observation e7fa69cd-c116-4965-ac14-0ae1973a234f · outbound

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Goldstein and Jake M

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:55.167111Z

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Unavailable: canonical work link unavailable.

Observation 023f83f7-2120-40dd-8982-786bda67294f · outbound

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics , year=

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:55.170895Z

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Unavailable: canonical work link unavailable.

Observation 48d533f0-7d74-43ce-bd97-f4927db979a3 · outbound

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods ACM Conference on Fairness, Accountability, and Transparency , year=

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:55.175488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee73b576-714a-4289-b6ac-084ea4371763 · outbound

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Interpreting Interpretability: U nderstanding Data Scientists’ Use of Interpretability Tools for Machine Learning

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:55.179366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c5bda4a-a960-4c47-a9a4-c5cee6c4e020 · outbound

This paper cites Vera Liao and Alison Smith-Renner and Chenhao Tan.

Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Vera Liao and Alison Smith-Renner and Chenhao Tan

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:55.183389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89c80c09-7697-4e3d-aa0b-02194956934a · outbound

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods 2019 , issn =

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:55.187539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ac2bab0-2ab5-41d9-9bd5-763183681443 · outbound

This paper cites an unresolved cited work.

Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Unresolved cited work

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:55.193040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96198c47-c7ba-43f9-a2d5-8e87eee704d0 · outbound

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Proceedings of the 9th AAAI Conference on Human Computation and Crowdsourcing

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:55.197448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c59d2fa-fd46-4622-9627-116481a315e2 · outbound

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Wang and Jennifer Wortman Vaughan and Rich Caruana and Duen Horng Chau

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:55.203063Z

Source-reported events for the cited work

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Observation 5075b2db-9f17-4c34-8315-4aee2acc54dd · outbound

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Keane and Eoin M

Reference 98

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Observation a65c342e-3899-4ab6-b497-38c698a3f301 · outbound

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Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods The Thirty-ninth Annual Conference on Neural Information Processing Systems , year=

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:55.211482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12e219ee-348b-4448-a2e6-c1b91871727f · outbound

This paper cites Conference on Fairness, Accountability, and Transparency.

Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Conference on Fairness, Accountability, and Transparency

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:55.216024Z

Source-reported events for the cited work

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Reference resolution

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Pith citing papers