Paper Citation Record · LEDGER

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs

As of 20 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2608.11674.

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

pith.paper-citation-record.v1
2608.11674 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:36:51.491371Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

55 of 55 outbound references displayed

verified exact1
verified fuzzy11
unresolved43
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ab711a6c-8c5c-413f-ac67-41f8d7e3748e · outbound

This paper cites Communication, Simulation, and Intelligent Agents: Implications of Personal Intelligent Machines for Medical Education.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs Communication, Simulation, and Intelligent Agents: Implications of Personal Intelligent Machines for Medical Education

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.272787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18d1d870-8a6b-4202-87ce-28d1ba8bf437 · outbound

This paper cites Classification Problem Solving.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs Classification Problem Solving

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.279105Z

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Observation d99042e4-0443-4817-bc5d-d2d13d7bfec7 · outbound

This paper cites , title =.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs , title =

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.283633Z

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Observation 339c315c-42c1-4a1f-b019-9a9d2566f457 · outbound

This paper cites New Ways to Make Microcircuits Smaller---Duplicate Entry.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs New Ways to Make Microcircuits Smaller---Duplicate Entry

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.288628Z

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Observation d40e4f56-8c0a-40cb-b97f-d005a73aeaaf · outbound

This paper cites Clancey and Glenn Rennels , abstract =.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs Clancey and Glenn Rennels , abstract =

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.296164Z

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Observation 5b5e5e66-8359-46b3-b1d2-64c24164fc84 · outbound

This paper cites and Rennels, Glenn R.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs and Rennels, Glenn R

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.300881Z

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Observation 570496d8-c72b-4283-8f85-0c7ea28aa79d · outbound

This paper cites Poligon: A System for Parallel Problem Solving.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs Poligon: A System for Parallel Problem Solving

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.304890Z

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Observation eb46f8a0-bc93-4255-bdf8-00232036b80d · outbound

This paper cites Transfer of Rule-Based Expertise through a Tutorial Dialogue.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs Transfer of Rule-Based Expertise through a Tutorial Dialogue

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.308640Z

Source-reported events for the cited work

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Observation 9b63362e-490e-4811-9827-b6a42ed35a97 · outbound

This paper cites The Engineering of Qualitative Models.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs The Engineering of Qualitative Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.313931Z

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Observation ee85daf4-00de-4b89-8b86-de5f7ea93d47 · outbound

This paper cites 2023 , eprint=.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs 2023 , eprint=

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.320711Z

Source-reported events for the cited work

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Observation 8b829956-8266-4644-887f-e4cc44355d29 · outbound

This paper cites Pluto: The 'Other' Red Planet.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs Pluto: The 'Other' Red Planet

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.324982Z

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Observation 61deba26-227f-4b91-92a2-b10c74faf76d · outbound

This paper cites 2017 , eprint=.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs 2017 , eprint=

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.329701Z

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Observation 51049e04-e016-4f3a-8eaf-835557bab702 · outbound

This paper cites 2024 , eprint=.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs 2024 , eprint=

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.333892Z

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Observation b16c051c-03ea-4f5c-9ec0-81916376ee7f · outbound

This paper cites 2026 , eprint=.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs 2026 , eprint=

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:36:52.255949Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f29982ff-a9a6-4305-b469-b59f4b6f0f5d · outbound

This paper cites 2026 , eprint=.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs 2026 , eprint=

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:36:52.244145Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6e2d5b8f-7a42-442f-b38a-011999f86e40 · outbound

This paper cites M i L o RA : Harnessing Minor Singular Components for Parameter-Efficient LLM Finetuning.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs M i L o RA : Harnessing Minor Singular Components for Parameter-Efficient LLM Finetuning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.347355Z

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Observation c1226eff-4378-4e04-93e8-638718dda590 · outbound

This paper cites 2026 , eprint=.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs 2026 , eprint=

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:36:52.232094Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 49a05822-915c-4591-8154-2ea76785ec35 · outbound

This paper cites arXiv preprint arXiv:2509.24610 , year=.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs arXiv preprint arXiv:2509.24610 , year=

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.355215Z

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Observation ea6f814c-750a-403e-904b-a5b3d562812d · outbound

This paper cites , author=.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs , author=

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.358769Z

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Observation ca2c1c00-566f-4528-b78e-9c7134b53f41 · outbound

This paper cites 2026 , eprint=.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs 2026 , eprint=

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:36:52.214046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9dfc0324-6bd9-4151-b26f-17a7b3389a4e · outbound

This paper cites 2026 , eprint=.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs 2026 , eprint=

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:36:52.203395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d50668a0-557e-4b33-bb35-b9209c13cac8 · outbound

This paper cites LLM Post-Training: A Deep Dive into Reasoning Large Language Models.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs LLM Post-Training: A Deep Dive into Reasoning Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.369494Z

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Observation 308195a8-6da8-44a5-a48d-e7a0c3bb2249 · outbound

This paper cites A Survey of On-Policy Distillation for Large Language Models.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs A Survey of On-Policy Distillation for Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.373404Z

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Observation b39fcb51-8d73-4c56-9af8-437f78543063 · outbound

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

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs International Conference on Machine Learning , pages=

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.377598Z

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Observation 93faf852-8b68-4038-953a-19d9bfbfae07 · outbound

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

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs Advances in neural information processing systems , volume=

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.381153Z

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Observation 765199b8-a0a2-4ff7-afee-a4f03a3c7131 · outbound

This paper cites A Long Way to Go: Investigating Length Correlations in RLHF.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs A Long Way to Go: Investigating Length Correlations in RLHF

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.384930Z

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Observation e2dcb380-01af-41f2-a919-2fa39f433397 · outbound

This paper cites Secrets of RLHF in Large Language Models Part I: PPO.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs Secrets of RLHF in Large Language Models Part I: PPO

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.388874Z

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Observation 5990cffa-170e-4966-9806-bd90be494f08 · outbound

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

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs International Conference on Learning Representations , volume=

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:36:52.178081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a25e9a81-902c-4a7b-888a-8232de5f65c4 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:36:52.166559Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3062dde1-4e7b-46ef-a37b-8fd63a262afc · outbound

This paper cites G eo RA : Geometry-Aware Low-Rank Adaptation for RLVR.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs G eo RA : Geometry-Aware Low-Rank Adaptation for RLVR

Reference 30

Resolution: verified exact; doi, observed 2026-08-16T00:36:51.532502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 531a1ddd-2288-4b0c-a03b-296d9ed7c1f9 · outbound

This paper cites arXiv preprint arXiv:2507.20673 , year=.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs arXiv preprint arXiv:2507.20673 , year=

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.403055Z

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Observation f2a540e4-9c20-4870-b3a6-feb6850e1e24 · outbound

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

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs Advances in Neural Information Processing Systems , volume=

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.406742Z

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Observation a09bb4ee-2e9e-4fae-8446-9d5fe8b157a8 · outbound

This paper cites Group Sequence Policy Optimization.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs Group Sequence Policy Optimization

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.410382Z

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Observation e92f807d-73da-4320-8cf9-3ef86f128e72 · outbound

This paper cites Qwen3 Technical Report.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs Qwen3 Technical Report

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.414446Z

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Observation c39819ed-07fa-41e3-9878-188ec9b431fd · outbound

This paper cites 2024 , eprint=.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs 2024 , eprint=

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.418569Z

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Observation d0533924-d7c4-4bb3-ba5c-ee6d261c1f35 · outbound

This paper cites ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.422333Z

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Observation 367ef2d6-d673-4ba1-a3c4-0fd88c3d25d5 · outbound

This paper cites 2021 , eprint=.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs 2021 , eprint=

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.425996Z

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Observation 9d0fd12e-ed69-4932-990b-ae9e2f3561ff · outbound

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

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs International Conference on Learning Representations , volume=

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.429921Z

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Unavailable: canonical work link unavailable.

Observation ba3b1262-7dbf-40f2-a973-d7260c53f60f · outbound

This paper cites Encyclopedia of measurement and statistics , volume=.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs Encyclopedia of measurement and statistics , volume=

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:36:52.130342Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 44e7d78b-b755-491f-af23-5e30c6ceca0d · outbound

This paper cites 2024 , eprint=.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs 2024 , eprint=

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:36:52.118936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c23f6a30-eedd-4591-87d4-82582ad4b143 · outbound

This paper cites 2026 , eprint=.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs 2026 , eprint=

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.440623Z

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Observation 8aa7fa53-b9e2-4d03-99b1-d86e3fecd5ca · outbound

This paper cites 2026 , eprint=.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs 2026 , eprint=

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:36:52.100271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5eff0e23-e5ff-4d84-9a35-9f4ed561c019 · outbound

This paper cites Is Your Code Generated by Chat.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs Is Your Code Generated by Chat

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.447949Z

Source-reported events for the cited work

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Observation 9c85ddae-5f9f-4ccc-8abb-0f85b690ab6b · outbound

This paper cites 2024 , eprint=.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs 2024 , eprint=

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.451733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71424a84-92ca-4c71-af55-dbd4d058c46a · outbound

This paper cites KTO: Model Alignment as Prospect Theoretic Optimization.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs KTO: Model Alignment as Prospect Theoretic Optimization

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.455203Z

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Unavailable: canonical work link unavailable.

Observation ee07bb93-3b19-4e3c-8365-ba11cecc0826 · outbound

This paper cites IEEE Transactions on Neural Networks and Learning Systems , volume=.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs IEEE Transactions on Neural Networks and Learning Systems , volume=

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.459106Z

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Observation c2943eba-c047-4646-825b-07fe4d7b9439 · outbound

This paper cites Rethinking Entropy Interventions in RLVR : An Entropy Change Perspective.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs Rethinking Entropy Interventions in RLVR : An Entropy Change Perspective

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.462699Z

Source-reported events for the cited work

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Observation 78fe94ea-baa3-41c6-8cb7-00203471dd00 · outbound

This paper cites The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.466300Z

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Observation 04007618-c627-41e7-bdf8-1b5e492f6cba · outbound

This paper cites Linear Algebra and its applications , volume=.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs Linear Algebra and its applications , volume=

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.469826Z

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Unavailable: canonical work link unavailable.

Observation cd8a896d-0e9b-4798-9696-dda7b5e3f76c · outbound

This paper cites arXiv preprint arXiv:2603.10535 , year=.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs arXiv preprint arXiv:2603.10535 , year=

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.473401Z

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Observation 56711a75-6701-4047-8d20-e4ab82788410 · outbound

This paper cites arXiv preprint arXiv:2510.17776 , year=.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs arXiv preprint arXiv:2510.17776 , year=

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.477245Z

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Unavailable: canonical work link unavailable.

Observation cd3de38b-8688-4b07-87b1-0c375be51a35 · outbound

This paper cites Findings of the Association for Computational Linguistics: EMNLP 2023 , pages=.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs Findings of the Association for Computational Linguistics: EMNLP 2023 , pages=

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.480854Z

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Unavailable: canonical work link unavailable.

Observation d97c9d7e-1e00-4727-a169-799c999d5185 · outbound

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

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs International conference on machine learning , pages=

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.484325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7a25775-9296-41ae-8ab5-90bd131717b6 · outbound

This paper cites arXiv preprint arXiv:2508.10480 , year=.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs arXiv preprint arXiv:2508.10480 , year=

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:51.487855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2eb444f8-3c97-4295-8126-56c992cf46bd · outbound

This paper cites 2024 , eprint=.

GCPO: Diagnosing and Constraining Subspace Geometry in Rollout RL for LLMs 2024 , eprint=

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:36:52.047495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.