Paper Citation Record · LEDGER

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning

As of 15 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2603.21846.

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

pith.paper-citation-record.v1
2603.21846 v2

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T02:33:24.945882Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

38 of 38 outbound references displayed

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unresolved38
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External citation measurements

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Outbound references

Observation de6133bc-5a8d-4102-a294-18fb78a859d3 · outbound

This paper cites Artificial Intelligence Review57(9), 244 (2024).

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning Artificial Intelligence Review57(9), 244 (2024)

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:19.632933Z

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Observation c268eeda-f40b-408c-a427-0e2070ba11d3 · outbound

This paper cites the other.

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning the other

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:19.691099Z

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Observation 1277f81e-fe48-4301-963f-e5fcef970bb3 · outbound

This paper cites Communications in Statistics-theory and Methods3(1), 1–27 (1974).

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning Communications in Statistics-theory and Methods3(1), 1–27 (1974)

Reference 3

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Observation fcb3e857-332e-45cf-84e0-348874fc4832 · outbound

This paper cites Advances in neural information processing systems30 (2017).

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning Advances in neural information processing systems30 (2017)

Reference 4

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Observation a27a80a6-a008-4c14-a40f-ea2b828d800d · outbound

This paper cites Artificial intelligence298, 103503 (2021).

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning Artificial intelligence298, 103503 (2021)

Reference 5

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Observation f810cc46-3eae-4fff-ae9f-b1e525b2b32e · outbound

This paper cites Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning.

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning

Reference 6

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Observation a1d85e3a-4300-4e70-8978-eeaf65951509 · outbound

This paper cites IEEE transactions on pattern analysis and machine intelligence (2), 224–227 (2009) 16 Susana Nunes, Tiago Guerreiro, and Catia Pesquita.

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning IEEE transactions on pattern analysis and machine intelligence (2), 224–227 (2009) 16 Susana Nunes, Tiago Guerreiro, and Catia Pesquita

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:20.344825Z

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Observation 741e07e3-e1d7-437c-8b64-40ce7e756151 · outbound

This paper cites In: HCXAI 2023-Workshop on Human-Centered Explainable AI.

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning In: HCXAI 2023-Workshop on Human-Centered Explainable AI

Reference 8

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Observation 1a54a7a4-6d2d-47a0-a3f8-3cb536fc5452 · outbound

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

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning Towards A Rigorous Science of Interpretable Machine Learning

Reference 9

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Observation 60fa611c-39a0-4906-b3bf-31278061946e · outbound

This paper cites Artificial Intelligence297, 103498 (2021).

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning Artificial Intelligence297, 103498 (2021)

Reference 10

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Observation c0cfd995-6d63-4cf9-b58c-e5f64fdaa5df · outbound

This paper cites NPJ digital medicine4(1), 31 (2021).

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning NPJ digital medicine4(1), 31 (2021)

Reference 11

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Observation dcdd779e-3b15-4387-9ca3-ef79acb89bdb · outbound

This paper cites Technological Forecasting and Social Change186, 122120 (2023).

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning Technological Forecasting and Social Change186, 122120 (2023)

Reference 12

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Observation f090fe60-2c55-4dc2-98df-350091890bde · outbound

This paper cites Elife6, e26726 (2017).

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning Elife6, e26726 (2017)

Reference 13

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Observation 0324b478-284b-4b7c-a8a4-48b03bd14304 · outbound

This paper cites Nature Medicine30(12), 3601–3613 (2024).

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning Nature Medicine30(12), 3601–3613 (2024)

Reference 14

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Observation 9996c72f-78f9-4209-9ffd-a178e8cf162d · outbound

This paper cites Pattern recognition letters31(8), 651– 666 (2010).

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning Pattern recognition letters31(8), 651– 666 (2010)

Reference 15

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Observation 087b2d95-b85e-4f08-b47e-10ca7c4b7cae · outbound

This paper cites Nature Machine Intelligence2(10), 573–584 (2020).

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning Nature Machine Intelligence2(10), 573–584 (2020)

Reference 16

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Observation c2e414e4-bed3-4824-a150-6ab5a713ad05 · outbound

This paper cites Synthese195(6), 2761–2793 (2018).

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning Synthese195(6), 2761–2793 (2018)

Reference 17

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Observation 1e598fb0-22c7-4175-8d16-1b87e8d6a6b6 · outbound

This paper cites Journal of chiropractic medicine15(2), 155–163 (2016).

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning Journal of chiropractic medicine15(2), 155–163 (2016)

Reference 18

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Observation 4000c592-f97c-42b0-b1ef-d036337758cc · outbound

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Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning Unresolved cited work

Reference 19

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Observation 22977064-88d1-40db-b319-07f14453e391 · outbound

This paper cites Semantic Web11(1), 41–51 (2020).

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning Semantic Web11(1), 41–51 (2020)

Reference 20

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Observation 805b1e30-06bf-4da3-b4fb-e99806a038a4 · outbound

This paper cites In: European Semantic Web Conference.

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning In: European Semantic Web Conference

Reference 21

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Observation aab5e7ed-45bd-44ad-a9de-6eed4f1a8625 · outbound

This paper cites Artificial intelligence267, 1–38 (2019).

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning Artificial intelligence267, 1–38 (2019)

Reference 22

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Observation 53851a13-2f60-4f37-bed2-d177e34d1a78 · outbound

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Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning Unresolved cited work

Reference 23

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Observation e80a2b08-e1da-418e-8bee-47402ee555e4 · outbound

This paper cites In: Kwok, J.

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning In: Kwok, J

Reference 24

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Observation 2a53dc3f-5bf1-4c99-9d06-1bffe94bd207 · outbound

This paper cites Wiley Interdisciplinary Reviews: Computational Molecular Science13(6), e1681 (2023).

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning Wiley Interdisciplinary Reviews: Computational Molecular Science13(6), e1681 (2023)

Reference 25

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Observation 04e18237-f565-41f1-b20f-e774e6f4a4e2 · outbound

This paper cites Jour- nal of information science50(4), 1019–1029 (2024) Agentic Personas for Adaptive Scientific Explanations with Knowledge Graphs 17.

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning Jour- nal of information science50(4), 1019–1029 (2024) Agentic Personas for Adaptive Scientific Explanations with Knowledge Graphs 17

Reference 26

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Observation 2285f573-08e2-4349-bc41-2fdbcdcc5041 · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 27

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Observation b44993b3-adbe-46bb-acbb-1e32d6d8ecb9 · outbound

This paper cites Journal of computational and applied mathematics20, 53–65 (1987).

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning Journal of computational and applied mathematics20, 53–65 (1987)

Reference 28

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Observation 5216204e-c96a-4c65-b140-b21bd5c61684 · outbound

This paper cites In: Proceedings of the 24th international conference on intelligent user interfaces.

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning In: Proceedings of the 24th international conference on intelligent user interfaces

Reference 29

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Observation 19ffbe64-ecea-48d4-b42a-074fd3dc97f7 · outbound

This paper cites International Journal of Human-Computer Studies154, 102684 (06 2021).https://doi.org/10.

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning International Journal of Human-Computer Studies154, 102684 (06 2021).https://doi.org/10

Reference 30

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This paper cites In: Proceedings of the 2024 ACM Designing Interactive Systems Conference.

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning In: Proceedings of the 2024 ACM Designing Interactive Systems Conference

Reference 31

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Observation 5189c9d6-baee-4a56-8105-51f7c949a0e6 · outbound

This paper cites Psycho- logical bulletin86(2), 420 (1979).

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning Psycho- logical bulletin86(2), 420 (1979)

Reference 32

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Observation e764fe72-d0ba-431a-bdba-412d362fd12e · outbound

This paper cites Advances in Neural Information Processing Systems33, 16857– 16867 (2020).

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning Advances in Neural Information Processing Systems33, 16857– 16867 (2020)

Reference 33

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Observation c776c954-ace1-4e1c-8ee3-d47761d2aaa1 · outbound

This paper cites In: Proceedings of the 2021 CHI conference on human factors in computing systems.

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning In: Proceedings of the 2021 CHI conference on human factors in computing systems

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:24.363479Z

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Observation 7b4b17f6-43c1-40f4-8612-a7b14b9ded90 · outbound

This paper cites Artificial Intelligence302, 103627 (2022).

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning Artificial Intelligence302, 103627 (2022)

Reference 35

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Observation 188205f6-7944-44a1-a7be-3a0c221050b3 · outbound

This paper cites Journal of Chemical Information and Modeling63(24), 7617–7627 (2023).

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning Journal of Chemical Information and Modeling63(24), 7617–7627 (2023)

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:24.652847Z

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Observation 0c8d0c72-5ba0-4a13-8b28-6e455805656c · outbound

This paper cites DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning.

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:24.810123Z

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Observation 3ec0d8ef-e018-41a2-8434-0b54f02c95c2 · outbound

This paper cites Nature Medicine30(3), 837–849 (2024).

Shaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning Nature Medicine30(3), 837–849 (2024)

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:24.945882Z

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Pith citing papers

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