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Paper Citation Record · LEDGER

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation

As of 23 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 0 inbound Pith citation observations for arXiv:2607.19354.

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

pith.paper-citation-record.v1
2607.19354 v1

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T13:32:15.515569Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

64 of 64 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved64
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 301ba3c0-d859-4495-8562-0a98e9546c80 · outbound

This paper cites 2025 , url=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation 2025 , url=

Reference 1

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no resolver link, observed 2026-08-02T13:32:09.814527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:09.814527Z digest=sha256:913a5b1e673d9a9ada38464256e587028bc0ed4fbd9cff266b45c627dbf2c51e

Observation 8716a831-c0e4-4bc7-a6de-b5aa1a018c20 · outbound

This paper cites 2025 , url=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation 2025 , url=

Reference 2

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no resolver link, observed 2026-08-02T13:32:09.886887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:09.886887Z digest=sha256:952cd5f621c4d876c46026c86920a7d6b9ec1a84f2be159b2e37a9615b7e8551

Observation 2a2e9045-f5ed-4dba-bcc3-c7cb5d1259ac · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 3

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no resolver link, observed 2026-08-02T13:32:09.945827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:09.945827Z digest=sha256:0478102aeab02fc825416d9a896f0cfeb05e9f00b5baf80537b635ef54fcc6d2

Observation 467d7a7e-d9f6-404d-8144-768fb904b59c · outbound

This paper cites , booktitle=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation , booktitle=

Reference 4

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no resolver link, observed 2026-08-02T13:32:10.022678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:10.022678Z digest=sha256:71f7816893f24a673ab2f540db91248b363edff4082ef77d9f12edc52de1d5c9

Observation 740e8f4b-4919-4165-8d1e-d5218c2a3d17 · outbound

This paper cites Proceedings of the National Conference on Artificial Intelligence (AAAI) , pages=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Proceedings of the National Conference on Artificial Intelligence (AAAI) , pages=

Reference 5

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no resolver link, observed 2026-08-02T13:32:10.119713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:10.119713Z digest=sha256:782720e27fc7b6aedc617a9c13498af51d95a4616a898c24d569e1fd1dbf79aa

Observation 04510d09-ce89-49e0-a79d-e72a7f93e098 · outbound

This paper cites Proceedings of the European Conference on Machine Learning (ECML) , pages=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Proceedings of the European Conference on Machine Learning (ECML) , pages=

Reference 6

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no resolver link, observed 2026-08-02T13:32:10.199382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:10.199382Z digest=sha256:ed33fe83f31c917e63606f9726b190e51d1b5da28de4e61c03a9ca9c323b2f96

Observation 655712e3-7b6b-4cf9-83e3-6a074572ad5d · outbound

This paper cites Proceedings of the Conference on Uncertainty in Artificial Intelligence (UAI) , pages=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Proceedings of the Conference on Uncertainty in Artificial Intelligence (UAI) , pages=

Reference 7

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no resolver link, observed 2026-08-02T13:32:10.272152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:10.272152Z digest=sha256:4fa288a04f7871ed5ddd9cf5e874c8b7b31ad1bcd8c8be9c8913ac8e47a4535d

Observation eb45dfb7-d4dd-4ca8-b763-4ab63b83f900 · outbound

This paper cites Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics (ACL) , pages=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics (ACL) , pages=

Reference 8

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no resolver link, observed 2026-08-02T13:32:10.378556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:10.378556Z digest=sha256:38fffb857fbc343e34b21fd7ed8cbc2a71f2d9a277c0c2561480b628bb1fc138

Observation 664fa175-881a-4d77-94da-e98292f667b1 · outbound

This paper cites Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (ACL) , pages=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (ACL) , pages=

Reference 9

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no resolver link, observed 2026-08-02T13:32:10.551592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:10.551592Z digest=sha256:98b5d7eebaccfc5e45b7f69e4bb265b0dd42373daa975f7683c917a0c0bf06d7

Observation 0dd889ad-71a7-4d37-9d2d-02da92ae8b72 · outbound

This paper cites Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (ACL) , pages=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (ACL) , pages=

Reference 10

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no resolver link, observed 2026-08-02T13:32:10.660215Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:10.660215Z digest=sha256:70184045236cc666572d8579030271c63559c739e9c25bed0aca4aabc566ef4b

Observation b12867d9-5375-4148-ba48-86f31c705a85 · outbound

This paper cites an unresolved cited work.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Unresolved cited work

Reference 11

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no resolver link, observed 2026-08-02T13:32:10.734341Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:10.734341Z digest=sha256:775c6324c252b0a4d9de1695d1a8eb3cbd8959a2cfd0ef454b1eed9e598986bc

Observation 9e5e265e-862d-4710-8ead-541cd60ea261 · outbound

This paper cites 2018 , url=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation 2018 , url=

Reference 12

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no resolver link, observed 2026-08-02T13:32:10.805853Z

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source=arxiv_source observed=2026-08-02T13:32:10.805853Z digest=sha256:31f1511a75b8144db8c8ff9b69cba7daf0439f61cdc5224951c3504e0b37ff56

Observation c942862f-4cd6-4bfd-a5f3-3d249b1cd281 · outbound

This paper cites , booktitle=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation , booktitle=

Reference 13

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no resolver link, observed 2026-08-02T13:32:10.878453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:10.878453Z digest=sha256:bd66af9683abf15af0d230d62ddc20fc8aefb0aa6af03ea31bac7b77f309b7d1

Observation 3b2c144e-d08a-425a-905c-25c0d1a8e1e5 · outbound

This paper cites Proceedings of the 38th ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages (POPL) , pages=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Proceedings of the 38th ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages (POPL) , pages=

Reference 14

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no resolver link, observed 2026-08-02T13:32:10.969876Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:10.969876Z digest=sha256:845b27b67b1c610ec8de711ff3e336089650f61d13acb1fb8d54a586cbadad28

Observation dad775de-585f-46e0-a0ea-2865dd9c6f1b · outbound

This paper cites Communications of the ACM , volume=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Communications of the ACM , volume=

Reference 15

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no resolver link, observed 2026-08-02T13:32:11.132153Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:11.132153Z digest=sha256:07af471647c7cb9c75e867ca36117d784aff10bd966760d8edb1d0b1e1becea4

Observation f98b320f-ed21-40e6-8244-d235a7704d09 · outbound

This paper cites ACM SIGPLAN Notices , volume=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation ACM SIGPLAN Notices , volume=

Reference 16

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no resolver link, observed 2026-08-02T13:32:11.250056Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:11.250056Z digest=sha256:e245be75dd6d324eaa63fafda31d366d6f94040467dd10dac1efccf30e1728d3

Observation 808042c1-a044-45ad-a02e-65cfe1eee624 · outbound

This paper cites Proceedings of the International Conference on Learning Representations (ICLR) , year=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Proceedings of the International Conference on Learning Representations (ICLR) , year=

Reference 17

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no resolver link, observed 2026-08-02T13:32:11.377415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:11.377415Z digest=sha256:843cf70579345db62df94759e3c67c994d7f61c181e1cc52ad1cc65b8c9c851f

Observation 0c87768b-35ae-4930-ad99-a10a0fbcd2a2 · outbound

This paper cites Proceedings of the International Conference on Learning Representations (ICLR) , year=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Proceedings of the International Conference on Learning Representations (ICLR) , year=

Reference 18

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no resolver link, observed 2026-08-02T13:32:11.485262Z

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source=arxiv_source observed=2026-08-02T13:32:11.485262Z digest=sha256:8cd6320fcf01762ba6fd1087578440708ce28c33b858151d12ceb6667de0213e

Observation 8c76126a-5e12-4a05-93dc-2f900ebb3bb2 · outbound

This paper cites 2021 , url=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation 2021 , url=

Reference 19

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no resolver link, observed 2026-08-02T13:32:11.589921Z

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source=arxiv_source observed=2026-08-02T13:32:11.589921Z digest=sha256:20dd510bb6c3946e013fc7d4df2dfb29247ac7d10b4d22da10c2b7c8ba19395c

Observation 19d1b0e4-307f-4759-ae4c-7866829cf010 · outbound

This paper cites 2021 , url=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation 2021 , url=

Reference 20

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no resolver link, observed 2026-08-02T13:32:11.657142Z

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source=arxiv_source observed=2026-08-02T13:32:11.657142Z digest=sha256:3bd3be80b9e0b261a3516895c294728bbfef4df7aa84c99fa78e70a2182e57d1

Observation 26ee72e0-1576-4368-828e-8db7c13291ea · outbound

This paper cites 2022 , url=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation 2022 , url=

Reference 21

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no resolver link, observed 2026-08-02T13:32:11.723844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:11.723844Z digest=sha256:32b30c00c4551bfe66784b062d656dda16cd5e9db59b2eb28e9499fc73c8222e

Observation a01f56f5-26cf-427a-856b-c2a73efd061e · outbound

This paper cites 2022 , url=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation 2022 , url=

Reference 22

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no resolver link, observed 2026-08-02T13:32:11.818484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:11.818484Z digest=sha256:3725a55ffcadebc4f3bb584f922ca57ad3051fff6034175dc49b0c5fe525860a

Observation e253a4c5-b6fb-4afa-97fc-bd5715f7c026 · outbound

This paper cites Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL) , pages=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL) , pages=

Reference 23

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no resolver link, observed 2026-08-02T13:32:11.923270Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:11.923270Z digest=sha256:0bcc6513a26012e8befae76781cd7bd6f87c7eebc42468ff817fe5c9e9781921

Observation a79d9d17-7957-4f20-b429-5babd22642e4 · outbound

This paper cites 2024 , url=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation 2024 , url=

Reference 24

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no resolver link, observed 2026-08-02T13:32:11.990311Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:11.990311Z digest=sha256:f3d2858903f195710f05549e9db9bb3229cc88caa36b73f519a2b2cf4f87178d

Observation ec9e0f4d-a301-4142-a63e-6f72556a96d8 · outbound

This paper cites Advances in Neural Information Processing Systems , year=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Advances in Neural Information Processing Systems , year=

Reference 25

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no resolver link, observed 2026-08-02T13:32:12.084523Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:12.084523Z digest=sha256:a2fc23bc73e953faed44955e00730c2033702635fff5cff9ee7f360370ba3c87

Observation 16793234-18ea-43e0-b419-1863c66958ef · outbound

This paper cites Neural Computation , volume=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Neural Computation , volume=

Reference 26

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no resolver link, observed 2026-08-02T13:32:12.224863Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:12.224863Z digest=sha256:59621d429ca1ea59ed50b56e6c6030968e08cd79684d1c70a0020743f5b8ab07

Observation 8bd67aa5-6659-427d-ba77-7faaef5ec67c · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Advances in Neural Information Processing Systems , volume=

Reference 27

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no resolver link, observed 2026-08-02T13:32:12.324418Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:12.324418Z digest=sha256:101297d1890041ad19d95a1720243e5612c0b2fb34d8649f302e2e9e19411670

Observation 2ca8f83b-00e6-4cf1-94de-2cda3fce5bf1 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Evaluating Large Language Models Trained on Code

Reference 28

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no resolver link, observed 2026-08-02T13:32:12.390917Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:12.390917Z digest=sha256:cf7b435a74749812018e5d8af35de158ed93fd30e18fc3b5e1a8c1f9aecdfa69

Observation 6931a404-35a5-49b2-ae98-701a019c01f6 · outbound

This paper cites WebGPT: Browser-assisted question-answering with human feedback.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation WebGPT: Browser-assisted question-answering with human feedback

Reference 29

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unresolved
no resolver link, observed 2026-08-02T13:32:12.487406Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:12.487406Z digest=sha256:9ec2943e85389558628008acd0602911fae1cb3a0880ed0b7a5b7977685258f7

Observation 8c2cc7cc-9fb4-48d7-84d4-e8ba4f75fa87 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Training Verifiers to Solve Math Word Problems

Reference 30

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no resolver link, observed 2026-08-02T13:32:12.564093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:12.564093Z digest=sha256:d73f5a9a7e7639f5280653f6b74a42fc95ee451e5844d9aea007203b370e7672

Observation 16809935-c703-4744-a09a-8083f0de7a8c · outbound

This paper cites Competition-level Code Generation with.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Competition-level Code Generation with

Reference 31

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no resolver link, observed 2026-08-02T13:32:12.659934Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:12.659934Z digest=sha256:5b655541645677d94b480c87744535c7520a26cab732175b745fc36bb770b446

Observation 3c055cef-9ba9-482d-aeee-eb4ab38cbb8f · outbound

This paper cites International Conference on Learning Representations (ICLR) , year=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation International Conference on Learning Representations (ICLR) , year=

Reference 32

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unresolved
no resolver link, observed 2026-08-02T13:32:12.734454Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:12.734454Z digest=sha256:d115f5f855f50b9a090fe82f10b85d0a9204bb75180f86974e8370c35daa7337

Observation 1c04cf55-79eb-4216-8b0a-af00e0975d03 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation LLaMA: Open and Efficient Foundation Language Models

Reference 33

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no resolver link, observed 2026-08-02T13:32:12.800920Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:12.800920Z digest=sha256:544452ad395f056fdcfab80456340b7538e9e7fb38614cbe5830ea126bc72b70

Observation 54cdd85c-48e3-463d-bc08-81eb1a94ebb8 · outbound

This paper cites , journal=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation , journal=

Reference 34

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no resolver link, observed 2026-08-02T13:32:12.889395Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:12.889395Z digest=sha256:7b3e9555774d858e7dcdedfc60a33fb898a72b539768fc8dbbfdce69721c4df6

Observation 02065115-8d4a-44ff-83dd-2b9bac676896 · outbound

This paper cites Qwen2.5 Technical Report.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Qwen2.5 Technical Report

Reference 35

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no resolver link, observed 2026-08-02T13:32:12.987414Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:12.987414Z digest=sha256:f5a7be26087107e1cb9e00d7c915e892f1f1b32ab7424772b35a6b9647b97b06

Observation a54f71dd-bf5e-4852-814b-54c880abe6ff · outbound

This paper cites Temporal Difference Learning and.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Temporal Difference Learning and

Reference 36

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no resolver link, observed 2026-08-02T13:32:13.062058Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:13.062058Z digest=sha256:2253aeebd738b7767c898512637ece92c446b6844d9a3d9561236c52da52df37

Observation 2be015ec-f4a3-4793-b02b-0bad93c4eaaf · outbound

This paper cites , journal=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation , journal=

Reference 37

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no resolver link, observed 2026-08-02T13:32:13.109227Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:13.109227Z digest=sha256:3516134e4757a7e241c8a6bc287980b804e003ff122f31738c4d38b3f7289d1a

Observation c69b4a41-d054-4838-be5d-82433222d8c3 · outbound

This paper cites Proximal Policy Optimization Algorithms.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Proximal Policy Optimization Algorithms

Reference 38

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no resolver link, observed 2026-08-02T13:32:13.198602Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:13.198602Z digest=sha256:e3eaf352fd4faaeee55009f77976df746892cb905f348f840e806b8439167ebd

Observation ea1c5020-8674-40b3-b344-c026f8e58536 · outbound

This paper cites Emergent Complexity via Multi-Agent Competition.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Emergent Complexity via Multi-Agent Competition

Reference 39

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no resolver link, observed 2026-08-02T13:32:13.273881Z

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source=arxiv_source observed=2026-08-02T13:32:13.273881Z digest=sha256:8926680deadf9add7e9836633b27d1d80992e33937ed842102ad5b99973e39ae

Observation e3152203-fa74-4a22-b9fa-d412918cf236 · outbound

This paper cites an unresolved cited work.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Unresolved cited work

Reference 40

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no resolver link, observed 2026-08-02T13:32:13.361499Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-02T13:32:13.361499Z digest=sha256:719bc62181805e93fe3b53706d059b62acd7b60bccbf5a96f19712d97e78b3ea

Observation 7ac40ccb-e4d6-4e26-a3cf-bf565c4ec6ee · outbound

This paper cites 2022 , url=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation 2022 , url=

Reference 41

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no resolver link, observed 2026-08-02T13:32:13.437108Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-02T13:32:13.437108Z digest=sha256:08a73782cc732d3af3ad6698b634f80c1a4ff769f90c5225ff0e5984bd2165db

Observation 0be574e1-6fbf-4c6b-96a8-61d630984dcf · outbound

This paper cites Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models

Reference 42

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no resolver link, observed 2026-08-02T13:32:13.493804Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-02T13:32:13.493804Z digest=sha256:72b6a62097b59ac95c4967bb30209757bb014db5e32a8a6af5307a5a21ab27fa

Observation 7cb767f9-318d-4f9b-bca7-0ab6fc3662ec · outbound

This paper cites Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models

Reference 43

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unresolved
no resolver link, observed 2026-08-02T13:32:13.568110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:13.568110Z digest=sha256:ce4f3d466bf00875d43fdacae26ee0be436495d49e1fc3158a3082ecec5c509e

Observation 495abc9c-991e-40ad-be28-c876da11b3f8 · outbound

This paper cites arXiv preprint arXiv:2408.01072 , year=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation arXiv preprint arXiv:2408.01072 , year=

Reference 44

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no resolver link, observed 2026-08-02T13:32:13.636549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:13.636549Z digest=sha256:3a978360874721366ccee9f93bfd58854890e7fd9870e00a7066eef7ac4e7434

Observation ff7f204c-4a98-48ab-aa0b-af6b7f576f30 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Advances in Neural Information Processing Systems , volume=

Reference 45

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no resolver link, observed 2026-08-02T13:32:13.707102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:13.707102Z digest=sha256:ec1d3082ed176a89f8f7d5b1f82750084db0c0f55423ffb4b3e19ee990dd6c35

Observation 1c75a8dc-4705-4422-b59f-ee2ec4a0e956 · outbound

This paper cites , journal=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation , journal=

Reference 46

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no resolver link, observed 2026-08-02T13:32:13.815392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:13.815392Z digest=sha256:3794f82b6f045233c0d540ed008b19e7db5dcfa9360c83fde8bf1d5baf716cfa

Observation ffbd6094-9958-4e1f-9f1a-a6aa212e3840 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation International Conference on Learning Representations (ICLR) , year=

Reference 47

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no resolver link, observed 2026-08-02T13:32:13.880800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:13.880800Z digest=sha256:36d8ca8605e6a473e74876ef215887879bae6bbaa4f5f680d487ceca393569e7

Observation 9269e7ec-f6eb-41db-a387-4131307cbeb5 · outbound

This paper cites Advances in Neural Information Processing Systems , year=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Advances in Neural Information Processing Systems , year=

Reference 48

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no resolver link, observed 2026-08-02T13:32:13.988156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:13.988156Z digest=sha256:54b023d5472885a89d93c5c1b8730c8ae328473ada7e11032c06d3300e123948

Observation 354c0284-9017-4215-87ae-04d3b412636c · outbound

This paper cites 2023 , url=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation 2023 , url=

Reference 49

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no resolver link, observed 2026-08-02T13:32:14.062463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:14.062463Z digest=sha256:8a96c65f1f320e2d5ccd6c584b5a2b5b8270fc2d2d7b7d71a9b923b199007175

Observation 92a8a2d7-bd73-4467-bd8a-86fc40897bd7 · outbound

This paper cites Transactions on Machine Learning Research , year=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Transactions on Machine Learning Research , year=

Reference 50

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no resolver link, observed 2026-08-02T13:32:14.131844Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-02T13:32:14.131844Z digest=sha256:710629e8485ee5693770dbe172b47d57ea8594779ea02e4ee14cb65429c30bd6

Observation f097abc9-97f0-41a9-b877-dad13e62c290 · outbound

This paper cites 2023 , url=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation 2023 , url=

Reference 51

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unresolved
no resolver link, observed 2026-08-02T13:32:14.229585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:14.229585Z digest=sha256:17d51913db6a31a5718b1a63c8bfec1274eaedd0cd69ae61c9d6c8f1f184a40b

Observation e163551b-9043-4034-a5d8-c0db32a69ce1 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation International Conference on Learning Representations (ICLR) , year=

Reference 52

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no resolver link, observed 2026-08-02T13:32:14.305101Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-02T13:32:14.305101Z digest=sha256:1cbc926e1c5656e1f19137f6596ad269b2e0d9e8f99d1b0fa6946e333703c342

Observation 79ab767d-bb16-47da-aaca-e43a45b0bea6 · outbound

This paper cites , journal=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation , journal=

Reference 53

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unresolved
no resolver link, observed 2026-08-02T13:32:14.429030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:14.429030Z digest=sha256:bc63fe546882a6a48fcfa42f1181d3cba1c5cdaea4b7da7f43129f321368c2b8

Observation ebba4cd6-e7fe-4e35-9b6d-ef3872101654 · outbound

This paper cites Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for

Reference 54

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no resolver link, observed 2026-08-02T13:32:14.527944Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-02T13:32:14.527944Z digest=sha256:34072dc091f0036c78888a2db1b6949c1b91f235cd155ac084ad01aa86fdacd4

Observation 08c10460-733c-472e-98c8-325aedeb5194 · outbound

This paper cites Self-Rewarding Language Models.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Self-Rewarding Language Models

Reference 55

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no resolver link, observed 2026-08-02T13:32:14.589133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:14.589133Z digest=sha256:bf6f75c86d2b136729c108e6a50e2f46dec6757f1e5075c662e29d2e43963de4

Observation 205da83b-6d62-4f08-9537-facd9fff127f · outbound

This paper cites an unresolved cited work.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Unresolved cited work

Reference 56

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no resolver link, observed 2026-08-02T13:32:14.653788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:14.653788Z digest=sha256:ff672e3fed8a2581b627613a5a0095c38b430d9ea3e07b6edf95f0ba27156ef4

Observation fe07bb0e-55a0-444d-a4d5-637d29a49214 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , pages=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Advances in Neural Information Processing Systems (NeurIPS) , pages=

Reference 57

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no resolver link, observed 2026-08-02T13:32:14.704641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:14.704641Z digest=sha256:cb6fde48d7d5e3978403c40a90aa6d6c82efbc3999043a33d5c608b1a6ad8686

Observation d657d4b1-1844-4b7e-a162-20e675bc7427 · outbound

This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL) , year=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL) , year=

Reference 58

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unresolved
no resolver link, observed 2026-08-02T13:32:14.795635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:14.795635Z digest=sha256:b364b0663f2e04bf311b0390acb3425a76e6c141e47ac3b5da81f543032d1d9f

Observation 4e38488e-20a6-41ea-b00f-f6fa5962d415 · outbound

This paper cites 2021 , url=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation 2021 , url=

Reference 59

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unresolved
no resolver link, observed 2026-08-02T13:32:14.856569Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-02T13:32:14.856569Z digest=sha256:23384bdd01ec8307ac9a867731544687e341bbf7fb5fdbf3e128efc1322cee7e

Observation 8e8316e1-7541-47b1-ae8e-e226570f8161 · outbound

This paper cites 2025 , url=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation 2025 , url=

Reference 60

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unresolved
no resolver link, observed 2026-08-02T13:32:15.009979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:15.009979Z digest=sha256:e0bdf50f09b2c30512c4b7ab09607e1e6d5d295d5f2f7df7cd49c4571fb785d3

Observation 6bdc5130-0473-4aa7-9f89-d10d7d9d79ac · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Advances in Neural Information Processing Systems , volume=

Reference 61

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no resolver link, observed 2026-08-02T13:32:15.131603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:15.131603Z digest=sha256:8332e276ba958bdfcf1d539708365ed6ee2f13430c18ae33f943d0db63821bd9

Observation d4c05275-1747-417d-90c2-4df8807f56c3 · outbound

This paper cites 2025 , url=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation 2025 , url=

Reference 62

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no resolver link, observed 2026-08-02T13:32:15.314287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:15.314287Z digest=sha256:8c105a413290e9719c62f530b7fac5a3667245c8127aacdad94a0dad338b829c

Observation a8537028-889d-4cd4-9cdc-e1b82a158150 · outbound

This paper cites Large Language Models Can Self-Improve.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation Large Language Models Can Self-Improve

Reference 63

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no resolver link, observed 2026-08-02T13:32:15.402758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:15.402758Z digest=sha256:1405023076ca855a73630c785de66c0f1a2470edff5881141055a2012ab59017

Observation 88ba47c2-4b9a-4e0e-ab31-ff219a981265 · outbound

This paper cites GitHub repository , year=.

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation GitHub repository , year=

Reference 64

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no resolver link, observed 2026-08-02T13:32:15.515569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:32:15.515569Z digest=sha256:b8fd9b09b3b6595dc9538bccdc277b254b1768c838539be1e0ba0885f7f6d5a1

Pith citing papers

No inbound Pith citation observations are available.