Paper Citation Record · LEDGER

Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning

As of 18 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2607.27968.

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

pith.paper-citation-record.v1
2607.27968 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T21:55:13.704957Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

39 of 39 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a67c3f68-64f9-4c46-a139-0f9764d3da27 · outbound

This paper cites In: 2021 IEEE symposium on security and privacy (SP).

Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning In: 2021 IEEE symposium on security and privacy (SP)

Reference 1

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Observation cd1b2483-ce9c-401b-ac08-f6a204618672 · outbound

This paper cites In: 2015 IEEE symposium on security and privacy.

Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning In: 2015 IEEE symposium on security and privacy

Reference 2

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Observation 997db017-ab7b-4a9f-b17b-97909c6de28f · outbound

This paper cites In: The Eleventh International Conference on Learning Representations (2022).

Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning In: The Eleventh International Conference on Learning Representations (2022)

Reference 3

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Observation ae2896c2-c946-4011-a215-a1beaa5988e4 · outbound

This paper cites In: The Thirty-ninth Annual Conference on Neural Information Processing Systems Datasets and Benchmarks Track (2025).

Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning In: The Thirty-ninth Annual Conference on Neural Information Processing Systems Datasets and Benchmarks Track (2025)

Reference 4

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Observation 402f4099-6f57-4e93-b08d-76d064c20f88 · outbound

This paper cites Who's Harry Potter? Approximate Unlearning in LLMs.

Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning Who's Harry Potter? Approximate Unlearning in LLMs

Reference 5

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Observation 62c624af-2ebd-4fa5-8cbf-51a4819a1bc3 · outbound

This paper cites Official Journal of the European Union (2016).

Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning Official Journal of the European Union (2016)

Reference 6

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Observation f5129560-9279-4509-ae0d-455567d8306a · outbound

This paper cites Official Journal of the European Union (2023).

Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning Official Journal of the European Union (2023)

Reference 7

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Observation 3088ac90-d800-4425-b03e-150779755d76 · outbound

This paper cites CoRR (2025).

Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning CoRR (2025)

Reference 8

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Observation 81171f77-7d71-441e-9351-a9f41082a31c · outbound

This paper cites Advances in neural information processing systems32(2019).

Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning Advances in neural information processing systems32(2019)

Reference 9

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This paper cites In: International Conference on Machine Learning.

Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning In: International Conference on Machine Learning

Reference 10

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Observation deed7fef-77b5-45be-9f5e-1945aeafe950 · outbound

This paper cites Information & Commu- nications Technology Law28(1), 65–98 (2019).

Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning Information & Commu- nications Technology Law28(1), 65–98 (2019)

Reference 11

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Observation 3293c30e-1c61-4aba-a99c-0520e2c20fda · outbound

This paper cites In: The 61st Annual Meeting Of The Association For Computational Linguistics (2023).

Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning In: The 61st Annual Meeting Of The Association For Computational Linguistics (2023)

Reference 12

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Observation e1d516c7-7f14-476b-bd7f-1809cf471d77 · outbound

This paper cites In: The Thirty-eight Conference on Neural Information Processing Systems Datasets and Benchmarks Track (2024).

Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning In: The Thirty-eight Conference on Neural Information Processing Systems Datasets and Benchmarks Track (2024)

Reference 13

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Observation 95be9cd1-c3aa-4ce2-9041-2cacb89448ae · outbound

This paper cites In: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing.

Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning In: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing

Reference 14

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This paper cites Advances in Neural Information Processing Systems36, 20750–20762 (2023).

Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning Advances in Neural Information Processing Systems36, 20750–20762 (2023)

Reference 15

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This paper cites In: Second Conference on Language Modeling (2024).

Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning In: Second Conference on Language Modeling (2024)

Reference 16

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This paper cites In: Proceedings of the 41st International Conference on Machine Learning.

Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning In: Proceedings of the 41st International Conference on Machine Learning

Reference 17

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Observation a9cef38d-4e6b-4402-85e4-69feadde94b3 · outbound

This paper cites Nature Machine Intelligence pp.

Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning Nature Machine Intelligence pp

Reference 18

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Observation dc9b98ed-8a08-4023-af0b-16eab27dd01a · outbound

This paper cites CoRR (2024).

Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning CoRR (2024)

Reference 19

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Observation e2c5098f-6da3-4f42-8415-ef89b5d5361e · outbound

This paper cites Advances in neural information processing systems35, 27591–27609 (2022).

Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning Advances in neural information processing systems35, 27591–27609 (2022)

Reference 20

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Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning In: First Conference on Language Modeling (2024)

Reference 21

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This paper cites In: Proceedings of the 31st International Conference on Computational Linguistics.

Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning In: Proceedings of the 31st International Conference on Computational Linguistics

Reference 22

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This paper cites In: Algorithmic Learning Theory.

Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning In: Algorithmic Learning Theory

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Observation 727d2ac0-379f-4d42-b640-9b051ca25f2d · outbound

This paper cites ACM Transactions on Intelligent Systems and Technology16(5), 1–46 (2025).

Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning ACM Transactions on Intelligent Systems and Technology16(5), 1–46 (2025)

Reference 24

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Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning Unresolved cited work

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This paper cites Advances in Neural Information Processing Systems36, 53728–53741 (2023).

Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning Advances in Neural Information Processing Systems36, 53728–53741 (2023)

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Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning In: The Thirteenth International Conference on Learning Representations (2025)

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Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning Unresolved cited work

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Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning Advances in Neural Information Processing Systems34, 18075–18086 (2021)

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Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

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This paper cites In: The Thirteenth International Conference on Learning Representations (2025).

Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning In: The Thirteenth International Conference on Learning Representations (2025)

Reference 31

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Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning In: Conference on Learning Theory

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Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning In: The Thirteenth International Conference on Learning Representations (2025)

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Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning In: The Thirty-First International Joint Conference on Artificial Intelligence (2022)

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Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning In: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Pa- pers)

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This paper cites In: The Thirteenth International Conference on Learning Representations (2025).

Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning In: The Thirteenth International Conference on Learning Representations (2025)

Reference 36

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This paper cites arXiv preprint arXiv:2601.20568 (2026).

Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning arXiv preprint arXiv:2601.20568 (2026)

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Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning In: The Thirty- ninth Annual Conference on Neural Information Processing Systems (2025)

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Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning does the completion contain any forbidden item?

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Pith citing papers

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