Paper Citation Record · LEDGER

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training

As of 8 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2607.27273.

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

pith.paper-citation-record.v1
2607.27273 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T10:52:24.297017Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

49 of 49 outbound references displayed

verified exact0
verified fuzzy0
unresolved49
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d721d2d5-c085-42bb-9711-f6d3d91076f6 · outbound

This paper cites Advances in neural information processing systems , volume=.

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training Advances in neural information processing systems , volume=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:17.692345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 835062ad-abb7-4a0f-95c5-bd8b3fec2c75 · outbound

This paper cites Advances in neural information processing systems , volume=.

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training Advances in neural information processing systems , volume=

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:17.767880Z

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Observation e8e7a042-6a9e-4b0e-92c5-8b0a0a805451 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:17.926668Z

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Observation 0f173f0b-d037-4e80-bcf8-86d5c05ee5e8 · outbound

This paper cites Scaling Laws for Neural Language Models.

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training Scaling Laws for Neural Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:18.069020Z

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Observation 7f208289-5cac-48f5-8828-bf7cee8b9a9c · outbound

This paper cites Proceedings of the 2023 SIAM international conference on data mining (SDM) , pages=.

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training Proceedings of the 2023 SIAM international conference on data mining (SDM) , pages=

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:18.216822Z

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Observation e643e61b-2771-459f-9a84-d81f9a3a4aba · outbound

This paper cites International conference on machine learning , pages=.

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training International conference on machine learning , pages=

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:18.379953Z

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Observation 81059cfc-b9c2-40c5-98f1-f8cd2ba5a918 · outbound

This paper cites Advances in neural information processing systems , volume=.

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training Advances in neural information processing systems , volume=

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:18.597004Z

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Observation cf052e4a-8e27-45b3-8e74-b8b4b7d7a850 · outbound

This paper cites International Conference on Learning Representations , volume=.

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training International Conference on Learning Representations , volume=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:18.816697Z

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Observation ae92028b-9090-43f1-b779-6ca9cca80a4b · outbound

This paper cites LESS: Selecting Influential Data for Targeted Instruction Tuning.

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training LESS: Selecting Influential Data for Targeted Instruction Tuning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:18.942456Z

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Observation e731c403-a7ca-458f-8dc6-f21f5124b674 · outbound

This paper cites Proceedings of the 26th annual international conference on machine learning , pages=.

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training Proceedings of the 26th annual international conference on machine learning , pages=

Reference 10

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Unavailable: canonical work link unavailable.

Observation eda6e8ef-9f26-4316-9229-a7d50b6ca421 · outbound

This paper cites International Conference on Machine Learning , year=.

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training International Conference on Machine Learning , year=

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:19.147921Z

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Observation 6f6737e1-764a-421b-a112-b6e6180ff0c2 · outbound

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

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training International Conference on Learning Representations , year=

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:19.318621Z

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Observation 7e071494-67e4-461c-af69-4a970107b92e · outbound

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

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training International Conference on Learning Representations , year=

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:19.479120Z

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Observation b2718c51-3cf1-41b8-8a79-f375d0ec7ecb · outbound

This paper cites International Conference on Machine Learning , year=.

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training International Conference on Machine Learning , year=

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:19.658107Z

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Observation cab07af9-8d3f-4bf4-87b8-07d1ef2e740b · outbound

This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale.

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:19.859043Z

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Observation 17b9670b-e5ff-4d09-83e2-99b978a92e92 · outbound

This paper cites Group Sequence Policy Optimization.

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training Group Sequence Policy Optimization

Reference 16

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Observation 60272864-fa34-4028-b781-1e9a770501f9 · outbound

This paper cites Forty-third International Conference on Machine Learning , year=.

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training Forty-third International Conference on Machine Learning , year=

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:20.227778Z

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Observation eaae5706-b746-40fc-ac27-e37417542427 · outbound

This paper cites International Journal of Computer Vision , volume=.

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training International Journal of Computer Vision , volume=

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:20.400880Z

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Observation 77b8d0d6-cdb6-474d-9fea-ff924f454d6e · outbound

This paper cites an unresolved cited work.

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:20.593946Z

Source-reported events for the cited work

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Observation 83405a0b-1511-45ea-92d0-097324599d2a · outbound

This paper cites CITING: Large Language Models Create Curriculum for Instruction Tuning.

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training CITING: Large Language Models Create Curriculum for Instruction Tuning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:20.727419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8177b3e4-38de-4159-9127-fb7cec52502a · outbound

This paper cites International Conference on Learning Representations , volume=.

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training International Conference on Learning Representations , volume=

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:20.859520Z

Source-reported events for the cited work

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Observation e637b0b8-70a0-4ff7-8b36-0001333bf91f · outbound

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

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training Advances in Neural Information Processing Systems , volume=

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:20.988282Z

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Unavailable: canonical work link unavailable.

Observation 78cdf958-62b0-4071-9df6-18b102e4ddcf · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:21.184842Z

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Observation 18d924b3-d753-4e84-bdca-911b30d375f6 · outbound

This paper cites International Conference on Learning Representations , volume=.

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training International Conference on Learning Representations , volume=

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:21.427778Z

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Unavailable: canonical work link unavailable.

Observation cfa73b4a-0570-455d-be93-0486afcb4ffd · outbound

This paper cites NEURIPS 2023 , year=.

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training NEURIPS 2023 , year=

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:21.626566Z

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Observation 156ad8e8-39d6-468f-b726-9a7a5f104bc8 · outbound

This paper cites IEEE transactions on neural networks and learning systems , year=.

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training IEEE transactions on neural networks and learning systems , year=

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:21.844519Z

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Observation fafc04f0-762a-4fa1-8646-1a76fba25c15 · outbound

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SDO: Structure-Aware Data Organization for Efficient LLM Post-Training ICLR 2024 , year=

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:22.039723Z

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Observation 39f14ec0-316f-44b0-bd0a-b7a7b9ceb97b · outbound

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SDO: Structure-Aware Data Organization for Efficient LLM Post-Training ICLR 2024 , year=

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:22.244508Z

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Observation 8034b60e-febe-45c5-b1a2-9cbbff9c2ad1 · outbound

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SDO: Structure-Aware Data Organization for Efficient LLM Post-Training ICLR 2024 , year=

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:22.499441Z

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Observation 8735d8bf-f643-4c1e-94a9-d5e1126815be · outbound

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SDO: Structure-Aware Data Organization for Efficient LLM Post-Training CoRR , year=

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:22.733791Z

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Observation 0f25d693-9069-4ff1-b237-8b3a2ff0c34c · outbound

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SDO: Structure-Aware Data Organization for Efficient LLM Post-Training Nips , year=

Reference 31

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Observation 032c0d71-07fb-4c0d-bd16-f7f82db21101 · outbound

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SDO: Structure-Aware Data Organization for Efficient LLM Post-Training Mathematical Programming , year=

Reference 32

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Observation f492076b-0b98-4c24-bd67-32a7156bb28e · outbound

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SDO: Structure-Aware Data Organization for Efficient LLM Post-Training ICLR 2020 , year=

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:23.135568Z

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Observation 0a097e85-b551-4705-b535-90ab3811ce7c · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training Training Verifiers to Solve Math Word Problems

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:23.207643Z

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Observation 30388c7a-88cf-4e1b-8775-d7221a9c5dd1 · outbound

This paper cites UltraFeedback: Boosting Language Models with Scaled AI Feedback.

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training UltraFeedback: Boosting Language Models with Scaled AI Feedback

Reference 35

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Observation b639e471-2f30-4ede-a8bc-b650b81cc336 · outbound

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SDO: Structure-Aware Data Organization for Efficient LLM Post-Training Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:23.368674Z

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Observation 62c620ee-7b87-4cdf-844a-e118ffb7a889 · outbound

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SDO: Structure-Aware Data Organization for Efficient LLM Post-Training International Conference on Learning Representations (ICLR) , year =

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:23.437448Z

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Observation 0f5a43f4-c1fe-452a-8d14-b69fa6282034 · outbound

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SDO: Structure-Aware Data Organization for Efficient LLM Post-Training SIAM Review , volume =

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:23.510477Z

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Observation 6e8d2bab-1526-48a6-9048-15de2ecb5576 · outbound

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

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training International Conference on Learning Representations (ICLR) , year =

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:23.582475Z

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Observation 8ca0714a-17e3-44f4-b796-b2b6548f2dbc · outbound

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

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training International Conference on Learning Representations (ICLR) , year =

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:23.654869Z

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Observation 31a09207-3ff7-4393-92f2-4ab3c41e68fc · outbound

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SDO: Structure-Aware Data Organization for Efficient LLM Post-Training 2004 , isbn =

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:23.728160Z

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Observation 6e4d936a-c88f-403a-a1f0-a2071a2640a4 · outbound

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SDO: Structure-Aware Data Organization for Efficient LLM Post-Training arXiv preprint arXiv:2509.12541 , year =

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:23.798271Z

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Observation 631aa200-dac9-4779-98d8-9522ab52312f · outbound

This paper cites Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining , pages =.

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining , pages =

Reference 43

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Observation a1fdc7a7-db5b-4972-b5b6-871b51061aa1 · outbound

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SDO: Structure-Aware Data Organization for Efficient LLM Post-Training Proceedings of the 43rd International Conference on Machine Learning (ICML) , year =

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:23.912356Z

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Observation 21d3d2bc-d1ba-4e52-a21b-962646a9b67c · outbound

This paper cites Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics (AISTATS) , pages =.

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics (AISTATS) , pages =

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:23.988872Z

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Observation f1ca87e7-cd39-4083-883a-ad34019992de · outbound

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SDO: Structure-Aware Data Organization for Efficient LLM Post-Training Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL) , year =

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:24.112505Z

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Observation c574fd4e-8767-413a-a51e-7823ea9a3656 · outbound

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SDO: Structure-Aware Data Organization for Efficient LLM Post-Training arXiv preprint arXiv:2510.01135 , year =

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:24.173135Z

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Observation 569121b9-8356-4f62-bffb-bf3f93d31f39 · outbound

This paper cites arXiv preprint , year =.

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training arXiv preprint , year =

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:24.245546Z

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Observation 8afc148d-08b6-416b-bd57-802aa007a3d5 · outbound

This paper cites Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL) , year =.

SDO: Structure-Aware Data Organization for Efficient LLM Post-Training Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL) , year =

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-01T10:52:24.297017Z

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Pith citing papers

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