Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T15:54:18.161933Z
Paper Citation Record · LEDGER
As of 20 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 0 inbound Pith citation observations for arXiv:2608.03624.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T15:54:18.161933Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
68 of 68 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 71ef4aca-aeec-4585-b274-e433d8c5f7fd · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Aho and Jeffrey D
Reference 1
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Observation fe4686da-63a9-449a-946a-3bc086966c09 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Unresolved cited work
Reference 2
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Observation fe7fe9d3-6040-4137-89ce-028310bc8db2 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Chandra and Dexter C
Reference 3
Source-reported events for the cited work
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Observation 29dbc569-c766-4feb-89b4-86f11deab398 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Scalable training of
Reference 4
Source-reported events for the cited work
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Observation 4011a4eb-a91a-400c-96aa-ac0252820fd9 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Unresolved cited work
Reference 5
Source-reported events for the cited work
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Observation 8562d6da-42fc-44c0-ad24-2b2ceced529f · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Tetreault , title =
Reference 6
Source-reported events for the cited work
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Observation 1dca6dd4-e919-46e6-8742-cc08cb43ed6e · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data , Volume =
Reference 7
Source-reported events for the cited work
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Observation cf4c1a5f-674a-49b1-b39f-b4da1e715611 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction International Conference on Learning Representations , volume=
Reference 8
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Observation a776b949-3a9f-4cfb-94a8-65602da26e5e · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Advances in Neural Information Processing Systems , volume=
Reference 9
Source-reported events for the cited work
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Observation 9accc44b-89bf-4677-be1e-23f0d5e99d60 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction arXiv preprint arXiv:2603.08391 , year=
Reference 10
Source-reported events for the cited work
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Observation 3c369f2e-7cf3-47a6-8c00-7884a1753b0a · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Scaling Latent Reasoning via Looped Language Models
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d04da9fe-bd86-4a9c-8581-09f25f554264 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Better & Faster Large Language Models via Multi-token Prediction
Reference 12
Source-reported events for the cited work
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Observation 01d27cad-ac80-4f81-896e-e36524858524 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction DeepSeek-V3 Technical Report
Reference 13
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Observation b5488ebd-d097-4d2c-979e-0c7c61ef61cc · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Learning to Plan for Language Modeling from Unlabeled Data
Reference 14
Source-reported events for the cited work
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Observation f10e696e-0804-429e-bf40-ed85431dd2f8 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction arXiv preprint arXiv:2603.20219 , year=
Reference 15
Source-reported events for the cited work
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Observation db587a3f-85c5-4249-9396-b72e835a054b · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction arxiv , year=
Reference 16
Source-reported events for the cited work
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Observation c03f80d8-114e-4d7d-8d07-cabaa378d23c · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Universal Transformers
Reference 17
Source-reported events for the cited work
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Observation 09bcf33f-0963-4583-923e-eaf6e272c5cf · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Training Large Language Models to Reason in a Continuous Latent Space
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b5546c0-81d6-4832-acc2-abc9723b1080 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0d7218e-7d93-4566-88dc-1120e74a8408 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction arXiv preprint arXiv:2602.11451 , year=
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ebac080e-3be9-4147-a06f-43ff7e90ebba · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction arXiv preprint arXiv:2510.07358 , year=
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c22bc43d-7651-4029-8dd7-692d80d424dc · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Advances in Neural Information Processing Systems , volume=
Reference 22
Source-reported events for the cited work
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Observation de547610-14de-4bc8-b8f0-46910e639e88 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Advances in Neural Information Processing Systems , volume=
Reference 23
Source-reported events for the cited work
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Observation 2f806217-eb3e-437d-a308-ae677251090c · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction The Fourteenth International Conference on Learning Representations , year=
Reference 24
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 bd53b1bb-93c3-47c5-ab03-7f7c662fa365 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction PonderNet: Learning to Ponder
Reference 25
Source-reported events for the cited work
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Observation bba6f7aa-3f99-4859-8698-31f11804170f · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction arXiv preprint arXiv:2511.07384 , year=
Reference 26
Source-reported events for the cited work
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Observation 9b89d782-5062-454b-9d00-ca7f03e5d4fe · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Findings of the Association for Computational Linguistics: NAACL 2025 , pages=
Reference 27
Source-reported events for the cited work
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Observation f84874d7-f524-4e97-b182-f22aa0e1d333 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction The Pile: An 800GB Dataset of Diverse Text for Language Modeling
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 029bb66c-d00d-47a2-a092-f141f914360b · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction MeSH: Memory-as-State-Highways for Recursive Transformers
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f3b1ff7c-eaf6-4d60-b434-edcf7a3001bf · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Simply Stabilizing the Loop via Fully Looped Transformer
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5a0d8940-315c-444e-bfb7-d57c6996c45a · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Muon is Scalable for LLM Training
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2371be99-70f2-46a8-8a21-9b1e41b6f168 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Decoupled Weight Decay Regularization
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90fda574-1003-467e-83b4-a4494317147f · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Unresolved cited work
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da4e1aa0-da80-45c2-827e-94467bb1bb68 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction NVIDIA Nemotron Nano 2: An Accurate and Efficient Hybrid Mamba-Transformer Reasoning Model
Reference 34
Source-reported events for the cited work
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Observation b0b4ddf3-fb0d-455f-8759-8a3303040c2c · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Unresolved cited work
Reference 35
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 77f15b17-a203-437e-b292-933fa872e51e · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction arXiv preprint arXiv:2602.08387 , year=
Reference 36
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 dba20c0e-83bb-4d3a-af6b-be017a0caffb · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Neurocomputing , volume=
Reference 37
Source-reported events for the cited work
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Observation 0d2d5bea-9fe4-41da-b4e4-6a7966532b59 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Findings of the Association for Computational Linguistics: EMNLP 2020 , pages=
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d33beacc-1541-4732-b81a-963d180b360d · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction International conference on machine learning , pages=
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cd8d7489-87da-498b-bc18-319e83d74b0c · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction GLU Variants Improve Transformer
Reference 40
Source-reported events for the cited work
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Observation 29479fb2-d806-45d2-9326-937d883aefb2 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Neural computation , volume=
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f3538958-7d9a-4798-ad32-70958febe503 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima
Reference 42
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Unavailable: canonical work link unavailable.
Observation a080605e-c898-4909-bc90-c29e6ba42351 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Advances in Neural Information Processing Systems , volume=
Reference 43
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 0743843a-57b6-4f27-94df-1de010ff8d76 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Advances in neural information processing systems , volume=
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fcf1d108-d2e5-4e58-9ff4-2e75c28c396d · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Advances in Neural Information Processing Systems , volume=
Reference 45
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 1f0c3bfc-57de-4a3b-92e3-bb31a974f39d · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Advances in neural information processing systems , volume=
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c047f61f-3e90-45f7-b8ad-c7573bdc3366 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Think-at-Hard: Selective Latent Iterations to Improve Reasoning Language Models
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e36149a6-b6c4-4b46-a972-8ae1a57c6cbe · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21f78ef4-9d83-4d64-aab0-1a32835656c9 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Proceedings of the 57th annual meeting of the association for computational linguistics , pages=
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 266f33ce-582c-47ff-bcc3-e3eb54168d73 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Proceedings of the 54th annual meeting of the association for computational linguistics (volume 1: Long papers) , pages=
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9376e372-2cb7-4071-aa1d-ea15c8bec553 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Proceedings of the AAAI conference on artificial intelligence , volume=
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b52cc77-46c4-4379-8185-b30f3e4db813 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Unresolved cited work
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb245432-eb84-42bc-817c-b56fcbad0f59 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Communications of the ACM , volume=
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb47ac95-9b55-4be9-be5c-dd139c52a843 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Evaluating Large Language Models Trained on Code
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e258f1b8-41e3-4ea6-997e-d66a2bbefcfd · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Program Synthesis with Large Language Models
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 344da7f8-7014-4d01-a3f9-0783f88409c1 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction doi:10.57967/hf/2497 , publisher =
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c865d2ac-8780-406e-b44c-b1aacebc1f65 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Unresolved cited work
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2cb446fb-6765-404d-83fa-7707dfe4b813 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Training Verifiers to Solve Math Word Problems
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c963f6e2-a1a6-49b3-bd9a-af49fa0ce113 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction International Conference on Learning Representations , volume=
Reference 59
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 a8893cdb-5cf4-4533-a291-178516267001 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Advances in Neural Information Processing Systems , volume=
Reference 60
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 8f364a23-9833-4f11-a44f-3aac3c938295 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction arXiv preprint arXiv:2506.19143 , year=
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a2a6fe1-0b60-4aa6-ab5f-842d61ca1b35 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction The MiniMax-M2 Series: Mini Activations Unleashing Max Real-World Intelligence
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad6e653a-c056-461a-b5f3-84bb392367e2 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Nemotron-CC-Math: A 133 Billion-Token-Scale High Quality Math Pretraining Dataset
Reference 63
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b6d8c1f-2082-4f0a-baf1-a37185570934 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 64
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a317b080-f6c7-41f1-aafe-7a10295ff6ac · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 65
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 44794a11-9fb1-4f60-a043-2eead81aea52 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Computer science review , volume=
Reference 66
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 5a4dad55-3a66-4ce2-b476-b5254f1cae55 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction A Dual-Path Architecture for Scaling Compute and Capacity in LLMs
Reference 67
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 dd7036c0-8351-4911-b0b5-2b12aae6aa03 · outbound
LoopMTP: A looped transformer guided by latent multi-token prediction Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) , pages=
Reference 68
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.
No inbound Pith citation observations are available.