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Paper Citation Record · LEDGER

LoopMTP: A looped transformer guided by latent multi-token prediction

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.

pith.paper-citation-record.v1
2608.03624 v1

Coverage vector

measured 68 of 68 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:54:18.161933Z

measured 68 of 68 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

68 of 68 outbound references displayed

  • verified exact2
  • verified fuzzy12
  • unresolved52
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 71ef4aca-aeec-4585-b274-e433d8c5f7fd · outbound

This paper cites Aho and Jeffrey D.

LoopMTP: A looped transformer guided by latent multi-token prediction Aho and Jeffrey D

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:05.625329Z digest=sha256:ec486fc3473e8e40dba85507e97e20141a5e04a209cb20a037bddfe5e566156b

Observation fe4686da-63a9-449a-946a-3bc086966c09 · outbound

This paper cites an unresolved cited work.

LoopMTP: A looped transformer guided by latent multi-token prediction Unresolved cited work

Reference 2

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:05.820415Z digest=sha256:09f5437396cb4884dd3242fc28b4748a6bf46bec0c142f60d78a95cf2903dd7f

Observation fe7fe9d3-6040-4137-89ce-028310bc8db2 · outbound

This paper cites Chandra and Dexter C.

LoopMTP: A looped transformer guided by latent multi-token prediction Chandra and Dexter C

Reference 3

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source=arxiv_source observed=2026-08-05T15:54:06.097344Z digest=sha256:f30db825f71558ba5eb0487d263f51458083352925a524438d180e1192f3c528

Observation 29dbc569-c766-4feb-89b4-86f11deab398 · outbound

This paper cites Scalable training of.

LoopMTP: A looped transformer guided by latent multi-token prediction Scalable training of

Reference 4

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source=arxiv_source observed=2026-08-05T15:54:06.261804Z digest=sha256:08fcd8c0bc099db0174f26469a18c37246135ecc9a1ad5d6f93a570c0404c56e

Observation 4011a4eb-a91a-400c-96aa-ac0252820fd9 · outbound

This paper cites an unresolved cited work.

LoopMTP: A looped transformer guided by latent multi-token prediction Unresolved cited work

Reference 5

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no resolver link, observed 2026-08-05T15:54:06.416242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:06.416242Z digest=sha256:28979dbef2bc91d9ee27ee695206366c13510043470c480bf7200aa6b2580275

Observation 8562d6da-42fc-44c0-ad24-2b2ceced529f · outbound

This paper cites Tetreault , title =.

LoopMTP: A looped transformer guided by latent multi-token prediction Tetreault , title =

Reference 6

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source=arxiv_source observed=2026-08-05T15:54:06.613306Z digest=sha256:8e1ae68a92dc484d502f637db12312e75c71636c6889b66380695ba98514a176

Observation 1dca6dd4-e919-46e6-8742-cc08cb43ed6e · outbound

This paper cites A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data , Volume =.

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

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no resolver link, observed 2026-08-05T15:54:06.769355Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:06.769355Z digest=sha256:378480027b51f5e0fc796def69fb382b596097be0c1614bf469de12f7e21c8d7

Observation cf4c1a5f-674a-49b1-b39f-b4da1e715611 · outbound

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

LoopMTP: A looped transformer guided by latent multi-token prediction International Conference on Learning Representations , volume=

Reference 8

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verified fuzzy
raw_fallback, observed 2026-08-05T15:54:21.260369Z

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.

source=arxiv_source observed=2026-08-05T15:54:06.961166Z digest=sha256:316cc9b5f10480e12f739ce289218d447b23c2853a71e60141933721012b2179

Observation a776b949-3a9f-4cfb-94a8-65602da26e5e · outbound

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

LoopMTP: A looped transformer guided by latent multi-token prediction Advances in Neural Information Processing Systems , volume=

Reference 9

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verified fuzzy
raw_fallback, observed 2026-08-05T15:54:21.243987Z

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.

source=arxiv_source observed=2026-08-05T15:54:07.194391Z digest=sha256:9dd7156c1e555c769ac060b92ca0c483fed5b3cdb3a0b7485d268a710294be2f

Observation 9accc44b-89bf-4677-be1e-23f0d5e99d60 · outbound

This paper cites arXiv preprint arXiv:2603.08391 , year=.

LoopMTP: A looped transformer guided by latent multi-token prediction arXiv preprint arXiv:2603.08391 , year=

Reference 10

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-05T15:54:07.339779Z digest=sha256:357a9a4c7610e5e3591c20637845e40edb405c190f941b4a9ffe785ae3fc5055

Observation 3c369f2e-7cf3-47a6-8c00-7884a1753b0a · outbound

This paper cites Scaling Latent Reasoning via Looped Language Models.

LoopMTP: A looped transformer guided by latent multi-token prediction Scaling Latent Reasoning via Looped Language Models

Reference 11

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-05T15:54:07.549647Z digest=sha256:df9365399e4ee5c7a11a4a984b1a77f7ff81c74c82ef49fe5cb49963489963a8

Observation d04da9fe-bd86-4a9c-8581-09f25f554264 · outbound

This paper cites Better & Faster Large Language Models via Multi-token Prediction.

LoopMTP: A looped transformer guided by latent multi-token prediction Better & Faster Large Language Models via Multi-token Prediction

Reference 12

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source=arxiv_source observed=2026-08-05T15:54:07.785626Z digest=sha256:86266141ec48cf5561092bd482d9093080459e2421bdd8e6fae9f37fa5c9ae22

Observation 01d27cad-ac80-4f81-896e-e36524858524 · outbound

This paper cites DeepSeek-V3 Technical Report.

LoopMTP: A looped transformer guided by latent multi-token prediction DeepSeek-V3 Technical Report

Reference 13

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-05T15:54:07.953572Z digest=sha256:071ed67fda78957a18f8bd553084497e8d90a87d24fa16302a685a8f372cb8e6

Observation b5488ebd-d097-4d2c-979e-0c7c61ef61cc · outbound

This paper cites Learning to Plan for Language Modeling from Unlabeled Data.

LoopMTP: A looped transformer guided by latent multi-token prediction Learning to Plan for Language Modeling from Unlabeled Data

Reference 14

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metadata mismatch
local_arxiv, observed 2026-08-05T15:54:20.376613Z

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.

source=arxiv_source observed=2026-08-05T15:54:08.115113Z digest=sha256:0da94a10db49f02f847d0c1a4db09f21870280854d8140ade0883eec7c8d8699

Observation f10e696e-0804-429e-bf40-ed85431dd2f8 · outbound

This paper cites arXiv preprint arXiv:2603.20219 , year=.

LoopMTP: A looped transformer guided by latent multi-token prediction arXiv preprint arXiv:2603.20219 , year=

Reference 15

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verified exact
raw_fallback, observed 2026-08-05T15:54:19.977260Z

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.

source=arxiv_source observed=2026-08-05T15:54:08.343331Z digest=sha256:c770f97a686bea0144936cbc58c9dbe9762cadb84cab58f46b9247fe7da0b973

Observation db587a3f-85c5-4249-9396-b72e835a054b · outbound

This paper cites arxiv , year=.

LoopMTP: A looped transformer guided by latent multi-token prediction arxiv , year=

Reference 16

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verified fuzzy
raw_fallback, observed 2026-08-05T15:54:21.225424Z

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.

source=arxiv_source observed=2026-08-05T15:54:08.496723Z digest=sha256:18fad5ef67ea7f37de3e8ec52fde19a86db92f1a6462cd5f133ee751cd3cd3a0

Observation c03f80d8-114e-4d7d-8d07-cabaa378d23c · outbound

This paper cites Universal Transformers.

LoopMTP: A looped transformer guided by latent multi-token prediction Universal Transformers

Reference 17

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:08.653950Z digest=sha256:b45cf8e97c3926940c90d2f5a6cfba9c58a3236fe7d8bae760f30e157fb4aeb8

Observation 09bcf33f-0963-4583-923e-eaf6e272c5cf · outbound

This paper cites Training Large Language Models to Reason in a Continuous Latent Space.

LoopMTP: A looped transformer guided by latent multi-token prediction Training Large Language Models to Reason in a Continuous Latent Space

Reference 18

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:08.918928Z digest=sha256:54ef684747447b935277ad27253f864224a86588143a4e38882d144dee2bf288

Observation 8b5546c0-81d6-4832-acc2-abc9723b1080 · outbound

This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=.

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

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no resolver link, observed 2026-08-05T15:54:09.086192Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-05T15:54:09.086192Z digest=sha256:eb938f058f61f0aaab7c0e7e442b1d4f612d915fe564b8cb2c634a08b53dcee1

Observation d0d7218e-7d93-4566-88dc-1120e74a8408 · outbound

This paper cites arXiv preprint arXiv:2602.11451 , year=.

LoopMTP: A looped transformer guided by latent multi-token prediction arXiv preprint arXiv:2602.11451 , year=

Reference 20

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:09.229342Z digest=sha256:d3f9ad583482e679325803b3d4ab10642bde8f70e90341761a6f37430c94d51b

Observation ebac080e-3be9-4147-a06f-43ff7e90ebba · outbound

This paper cites arXiv preprint arXiv:2510.07358 , year=.

LoopMTP: A looped transformer guided by latent multi-token prediction arXiv preprint arXiv:2510.07358 , year=

Reference 21

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unresolved
no resolver link, observed 2026-08-05T15:54:09.399597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:09.399597Z digest=sha256:5d3ed4ed82ac99505189bd57d1d89371364aa6abb76d94d035138273ca52b4e2

Observation c22bc43d-7651-4029-8dd7-692d80d424dc · outbound

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

LoopMTP: A looped transformer guided by latent multi-token prediction Advances in Neural Information Processing Systems , volume=

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:54:21.199080Z

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.

source=arxiv_source observed=2026-08-05T15:54:09.551876Z digest=sha256:9b6b8ba3220c612f185009de6ab04799c53d35ddd0c79a6a0d5109e9b15aa3e5

Observation de547610-14de-4bc8-b8f0-46910e639e88 · outbound

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

LoopMTP: A looped transformer guided by latent multi-token prediction Advances in Neural Information Processing Systems , volume=

Reference 23

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verified fuzzy
raw_fallback, observed 2026-08-05T15:54:21.183488Z

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.

source=arxiv_source observed=2026-08-05T15:54:09.711020Z digest=sha256:4deb2eb9e516d7c51a2d56ae3ef02b057154b8f45cdd67acd5c3cda6a5db05b3

Observation 2f806217-eb3e-437d-a308-ae677251090c · outbound

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

LoopMTP: A looped transformer guided by latent multi-token prediction The Fourteenth International Conference on Learning Representations , year=

Reference 24

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verified fuzzy
raw_fallback, observed 2026-08-05T15:54:21.166765Z

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.

source=arxiv_source observed=2026-08-05T15:54:09.940980Z digest=sha256:632ee28ff57ad5c01dcdc184c5ae193a2c95900e0010e66e1022681d884c5780

Observation bd53b1bb-93c3-47c5-ab03-7f7c662fa365 · outbound

This paper cites PonderNet: Learning to Ponder.

LoopMTP: A looped transformer guided by latent multi-token prediction PonderNet: Learning to Ponder

Reference 25

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source=arxiv_source observed=2026-08-05T15:54:10.095999Z digest=sha256:f4c0b4ea661d1eb4a1a8a228080b4df08961e76471e03226def229ebf606c888

Observation bba6f7aa-3f99-4859-8698-31f11804170f · outbound

This paper cites arXiv preprint arXiv:2511.07384 , year=.

LoopMTP: A looped transformer guided by latent multi-token prediction arXiv preprint arXiv:2511.07384 , year=

Reference 26

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no resolver link, observed 2026-08-05T15:54:10.291857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:10.291857Z digest=sha256:862e4b076bc139021b803365145dd124ce94a6aa0c828e13ca940ca7db461586

Observation 9b89d782-5062-454b-9d00-ca7f03e5d4fe · outbound

This paper cites Findings of the Association for Computational Linguistics: NAACL 2025 , pages=.

LoopMTP: A looped transformer guided by latent multi-token prediction Findings of the Association for Computational Linguistics: NAACL 2025 , pages=

Reference 27

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no resolver link, observed 2026-08-05T15:54:10.525091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:10.525091Z digest=sha256:22d42e77343b1d9fdc2f43c905245bf40f41d0d79e023ff02731a232802665bb

Observation f84874d7-f524-4e97-b182-f22aa0e1d333 · outbound

This paper cites The Pile: An 800GB Dataset of Diverse Text for Language Modeling.

LoopMTP: A looped transformer guided by latent multi-token prediction The Pile: An 800GB Dataset of Diverse Text for Language Modeling

Reference 28

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unresolved
no resolver link, observed 2026-08-05T15:54:10.697301Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:10.697301Z digest=sha256:893c808c094e9ee884537a08902dc34afc597549733e7e8378e886e93522b768

Observation 029bb66c-d00d-47a2-a092-f141f914360b · outbound

This paper cites MeSH: Memory-as-State-Highways for Recursive Transformers.

LoopMTP: A looped transformer guided by latent multi-token prediction MeSH: Memory-as-State-Highways for Recursive Transformers

Reference 29

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unresolved
no resolver link, observed 2026-08-05T15:54:10.883597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:10.883597Z digest=sha256:05af3fce5c08aa839395069107f0e35b9f193d47f7b7c7d22b4f9f70e0a5e35e

Observation f3b1ff7c-eaf6-4d60-b434-edcf7a3001bf · outbound

This paper cites Simply Stabilizing the Loop via Fully Looped Transformer.

LoopMTP: A looped transformer guided by latent multi-token prediction Simply Stabilizing the Loop via Fully Looped Transformer

Reference 30

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unresolved
no resolver link, observed 2026-08-05T15:54:11.093934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:11.093934Z digest=sha256:ed95d91bffeaa44cf7b6d9ce1712eb60359acb9e5478e6b5f878eb04f49dc379

Observation 5a0d8940-315c-444e-bfb7-d57c6996c45a · outbound

This paper cites Muon is Scalable for LLM Training.

LoopMTP: A looped transformer guided by latent multi-token prediction Muon is Scalable for LLM Training

Reference 31

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unresolved
no resolver link, observed 2026-08-05T15:54:11.249360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:11.249360Z digest=sha256:b35af7ad7deca48d678754fba37a09b4c94aec1f5aee0a2ea687b6f10267676b

Observation 2371be99-70f2-46a8-8a21-9b1e41b6f168 · outbound

This paper cites Decoupled Weight Decay Regularization.

LoopMTP: A looped transformer guided by latent multi-token prediction Decoupled Weight Decay Regularization

Reference 32

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no resolver link, observed 2026-08-05T15:54:11.492084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:11.492084Z digest=sha256:98ada07245ee4020e5519c819a35b2776dd743fb849accef7e67d0d2024eb4d9

Observation 90fda574-1003-467e-83b4-a4494317147f · outbound

This paper cites an unresolved cited work.

LoopMTP: A looped transformer guided by latent multi-token prediction Unresolved cited work

Reference 33

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unresolved
no resolver link, observed 2026-08-05T15:54:11.669859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:11.669859Z digest=sha256:3acc145efb01b2786a06ef2961d541650d0b870dda46eaa847bb202583ae967c

Observation da4e1aa0-da80-45c2-827e-94467bb1bb68 · outbound

This paper cites NVIDIA Nemotron Nano 2: An Accurate and Efficient Hybrid Mamba-Transformer Reasoning Model.

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

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unresolved
no resolver link, observed 2026-08-05T15:54:11.896996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:11.896996Z digest=sha256:d296005f58a0f30262c3a29612f27cd3af0ca7259233d8324f5485e9cf7a74a9

Observation b0b4ddf3-fb0d-455f-8759-8a3303040c2c · outbound

This paper cites an unresolved cited work.

LoopMTP: A looped transformer guided by latent multi-token prediction Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:54:21.130254Z

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.

source=arxiv_source observed=2026-08-05T15:54:12.056532Z digest=sha256:6ee7c0a155d0f11dc3e8d20d14d3977c639bd2217531ef0aafc8dee6f24d854d

Observation 77f15b17-a203-437e-b292-933fa872e51e · outbound

This paper cites arXiv preprint arXiv:2602.08387 , year=.

LoopMTP: A looped transformer guided by latent multi-token prediction arXiv preprint arXiv:2602.08387 , year=

Reference 36

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verified exact
raw_fallback, observed 2026-08-05T15:54:19.206228Z

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.

source=arxiv_source observed=2026-08-05T15:54:12.222726Z digest=sha256:6f27b7aefdc98e24f54a529493030c711a9391b63dfda53623410670a793513c

Observation dba20c0e-83bb-4d3a-af6b-be017a0caffb · outbound

This paper cites Neurocomputing , volume=.

LoopMTP: A looped transformer guided by latent multi-token prediction Neurocomputing , volume=

Reference 37

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unresolved
no resolver link, observed 2026-08-05T15:54:12.449599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:12.449599Z digest=sha256:0ed5fa7ed6fb6f8f5d1d2f54957a100421ba5b2faf933aa614355b187883932c

Observation 0d2d5bea-9fe4-41da-b4e4-6a7966532b59 · outbound

This paper cites Findings of the Association for Computational Linguistics: EMNLP 2020 , pages=.

LoopMTP: A looped transformer guided by latent multi-token prediction Findings of the Association for Computational Linguistics: EMNLP 2020 , pages=

Reference 38

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no resolver link, observed 2026-08-05T15:54:12.641301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:12.641301Z digest=sha256:0a0089540bb31d35c97ffb66f4fd72b375059b120654942c06d13f3a0abc5625

Observation d33beacc-1541-4732-b81a-963d180b360d · outbound

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

LoopMTP: A looped transformer guided by latent multi-token prediction International conference on machine learning , pages=

Reference 39

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no resolver link, observed 2026-08-05T15:54:12.841852Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-05T15:54:12.841852Z digest=sha256:bfee08107fb0d200e3531fa315b84b0753c9caf91649a1c2bc5f243ac1ee9281

Observation cd8d7489-87da-498b-bc18-319e83d74b0c · outbound

This paper cites GLU Variants Improve Transformer.

LoopMTP: A looped transformer guided by latent multi-token prediction GLU Variants Improve Transformer

Reference 40

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no resolver link, observed 2026-08-05T15:54:12.998662Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-05T15:54:12.998662Z digest=sha256:f97f9bc70e6661924d94306b50b9d256e3bb7630c1f5d9a910ebf97e33fb7d2c

Observation 29479fb2-d806-45d2-9326-937d883aefb2 · outbound

This paper cites Neural computation , volume=.

LoopMTP: A looped transformer guided by latent multi-token prediction Neural computation , volume=

Reference 41

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no resolver link, observed 2026-08-05T15:54:13.189643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:13.189643Z digest=sha256:5592580cb50596804d0f32d56246eb68de4b42c9608d37125d548f973dfd05d9

Observation f3538958-7d9a-4798-ad32-70958febe503 · outbound

This paper cites On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima.

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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no resolver link, observed 2026-08-05T15:54:13.386042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:13.386042Z digest=sha256:aebedf25ee55c741cdbfca3b624f4489c43a3b31d12ed0201e6c9f8d776ac503

Observation a080605e-c898-4909-bc90-c29e6ba42351 · outbound

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

LoopMTP: A looped transformer guided by latent multi-token prediction Advances in Neural Information Processing Systems , volume=

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:54:21.070657Z

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.

source=arxiv_source observed=2026-08-05T15:54:13.577901Z digest=sha256:49d7b131250fefb578bb7d070ed723f80aa471bb64065e2537d2e3c91d9dd245

Observation 0743843a-57b6-4f27-94df-1de010ff8d76 · outbound

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

LoopMTP: A looped transformer guided by latent multi-token prediction Advances in neural information processing systems , volume=

Reference 44

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no resolver link, observed 2026-08-05T15:54:13.831811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:13.831811Z digest=sha256:b72bcb37266ab75e99e49a4ce1aadfb2d8773f5dda18c3f47328779d48cf82b2

Observation fcf1d108-d2e5-4e58-9ff4-2e75c28c396d · outbound

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

LoopMTP: A looped transformer guided by latent multi-token prediction Advances in Neural Information Processing Systems , volume=

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:54:21.043643Z

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.

source=arxiv_source observed=2026-08-05T15:54:13.973910Z digest=sha256:80f660e30cb98b879b33f19b15e79fb104dea33d04ff00270c6f61c8da5c22d0

Observation 1f0c3bfc-57de-4a3b-92e3-bb31a974f39d · outbound

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

LoopMTP: A looped transformer guided by latent multi-token prediction Advances in neural information processing systems , volume=

Reference 46

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unresolved
no resolver link, observed 2026-08-05T15:54:14.146053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:14.146053Z digest=sha256:0a8fbbac5056b0bb52d2fa14400c2b26e298382141e5bdcf493f55f9c7d37a8a

Observation c047f61f-3e90-45f7-b8ad-c7573bdc3366 · outbound

This paper cites Think-at-Hard: Selective Latent Iterations to Improve Reasoning Language Models.

LoopMTP: A looped transformer guided by latent multi-token prediction Think-at-Hard: Selective Latent Iterations to Improve Reasoning Language Models

Reference 47

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no resolver link, observed 2026-08-05T15:54:14.334558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:14.334558Z digest=sha256:b8ad2bbd7f26e3d2711d72d394b8546adb52d6e24139849bb96d2ce6f2195e5c

Observation e36149a6-b6c4-4b46-a972-8ae1a57c6cbe · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

LoopMTP: A looped transformer guided by latent multi-token prediction Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 48

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unresolved
no resolver link, observed 2026-08-05T15:54:14.487149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:14.487149Z digest=sha256:d70c52b78bd0d93846009ee9eac97a6f526c4640b1fc1b60cb6522546720c0f9

Observation 21f78ef4-9d83-4d64-aab0-1a32835656c9 · outbound

This paper cites Proceedings of the 57th annual meeting of the association for computational linguistics , pages=.

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

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no resolver link, observed 2026-08-05T15:54:14.714657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:14.714657Z digest=sha256:da3d6a3374f690d1d10fb98bd81ef93afc02fa28e492bbaa1751a2af47f3bf5f

Observation 266f33ce-582c-47ff-bcc3-e3eb54168d73 · outbound

This paper cites Proceedings of the 54th annual meeting of the association for computational linguistics (volume 1: Long papers) , pages=.

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

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unresolved
no resolver link, observed 2026-08-05T15:54:14.925943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:14.925943Z digest=sha256:30647a5aa727bc84053ecb83ace5f15989848595440cdcd21eed9cf3aa167937

Observation 9376e372-2cb7-4071-aa1d-ea15c8bec553 · outbound

This paper cites Proceedings of the AAAI conference on artificial intelligence , volume=.

LoopMTP: A looped transformer guided by latent multi-token prediction Proceedings of the AAAI conference on artificial intelligence , volume=

Reference 51

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no resolver link, observed 2026-08-05T15:54:15.101812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:15.101812Z digest=sha256:7e9f51c06c021c020508fda94e369d80397eb20c040fc355f966711b9260a043

Observation 9b52cc77-46c4-4379-8185-b30f3e4db813 · outbound

This paper cites an unresolved cited work.

LoopMTP: A looped transformer guided by latent multi-token prediction Unresolved cited work

Reference 52

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no resolver link, observed 2026-08-05T15:54:15.337149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:15.337149Z digest=sha256:5f7be2743ce0fdf9115dc628bdf1ee38360f7d4bbeb0082f25d49022de688ebe

Observation bb245432-eb84-42bc-817c-b56fcbad0f59 · outbound

This paper cites Communications of the ACM , volume=.

LoopMTP: A looped transformer guided by latent multi-token prediction Communications of the ACM , volume=

Reference 53

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no resolver link, observed 2026-08-05T15:54:15.539766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:15.539766Z digest=sha256:1fbbd9af15ec106cfa16c00700acbd36d0fd5b613507dcddba7f15c04bb16778

Observation fb47ac95-9b55-4be9-be5c-dd139c52a843 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

LoopMTP: A looped transformer guided by latent multi-token prediction Evaluating Large Language Models Trained on Code

Reference 54

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no resolver link, observed 2026-08-05T15:54:15.706087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:15.706087Z digest=sha256:a4993a48654afe41c6b0c83ff4c1fd0f0f9a7073bcf96f89c1f95fe8f8b7fdb9

Observation e258f1b8-41e3-4ea6-997e-d66a2bbefcfd · outbound

This paper cites Program Synthesis with Large Language Models.

LoopMTP: A looped transformer guided by latent multi-token prediction Program Synthesis with Large Language Models

Reference 55

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unresolved
no resolver link, observed 2026-08-05T15:54:15.852053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:15.852053Z digest=sha256:1b921a449b809ee8d1518640b27f115f5302778f2047be5834a959aae4304797

Observation 344da7f8-7014-4d01-a3f9-0783f88409c1 · outbound

This paper cites doi:10.57967/hf/2497 , publisher =.

LoopMTP: A looped transformer guided by latent multi-token prediction doi:10.57967/hf/2497 , publisher =

Reference 56

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no resolver link, observed 2026-08-05T15:54:15.996978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:15.996978Z digest=sha256:d536045bd1c3852bf5735da9d1cd655ac8d67b51867e56df562e1bb8e9479ef0

Observation c865d2ac-8780-406e-b44c-b1aacebc1f65 · outbound

This paper cites an unresolved cited work.

LoopMTP: A looped transformer guided by latent multi-token prediction Unresolved cited work

Reference 57

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unresolved
no resolver link, observed 2026-08-05T15:54:16.152777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:16.152777Z digest=sha256:e9dd8e6df4379f9ec7ddac2bf46f2f2f1f33e86aafd4e45654e55ae2a7e82a00

Observation 2cb446fb-6765-404d-83fa-7707dfe4b813 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

LoopMTP: A looped transformer guided by latent multi-token prediction Training Verifiers to Solve Math Word Problems

Reference 58

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unresolved
no resolver link, observed 2026-08-05T15:54:16.307031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:16.307031Z digest=sha256:98b9263b790299528d022dc03558888093074f9fff57efe7c1ca7c6ca9a72498

Observation c963f6e2-a1a6-49b3-bd9a-af49fa0ce113 · outbound

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

LoopMTP: A looped transformer guided by latent multi-token prediction International Conference on Learning Representations , volume=

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:54:20.947820Z

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.

source=arxiv_source observed=2026-08-05T15:54:16.490265Z digest=sha256:e56b12b118bfec946462949d5ee10e93db77891cd8d207474e6b7d3e8191424b

Observation a8893cdb-5cf4-4533-a291-178516267001 · outbound

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

LoopMTP: A looped transformer guided by latent multi-token prediction Advances in Neural Information Processing Systems , volume=

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:54:20.929726Z

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.

source=arxiv_source observed=2026-08-05T15:54:16.643529Z digest=sha256:7f3bdda27f388866bbff33a389b70cca57c33eef6bcebef38d9b85b4c78020c0

Observation 8f364a23-9833-4f11-a44f-3aac3c938295 · outbound

This paper cites arXiv preprint arXiv:2506.19143 , year=.

LoopMTP: A looped transformer guided by latent multi-token prediction arXiv preprint arXiv:2506.19143 , year=

Reference 61

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unresolved
no resolver link, observed 2026-08-05T15:54:16.853324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:16.853324Z digest=sha256:cb40c247af17de0d304429ef8fb4fc15a0ca9444ba8019de6eeb7192bf7be524

Observation 9a2a6fe1-0b60-4aa6-ab5f-842d61ca1b35 · outbound

This paper cites The MiniMax-M2 Series: Mini Activations Unleashing Max Real-World Intelligence.

LoopMTP: A looped transformer guided by latent multi-token prediction The MiniMax-M2 Series: Mini Activations Unleashing Max Real-World Intelligence

Reference 62

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unresolved
no resolver link, observed 2026-08-05T15:54:17.011227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:17.011227Z digest=sha256:231459e4248a00915dcb474180d62ee13cd9940e971694afd76036916474fbbc

Observation ad6e653a-c056-461a-b5f3-84bb392367e2 · outbound

This paper cites Nemotron-CC-Math: A 133 Billion-Token-Scale High Quality Math Pretraining Dataset.

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

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unresolved
no resolver link, observed 2026-08-05T15:54:17.171405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:17.171405Z digest=sha256:13689150e20842d0be44820c68f21e1eb61c7a846b9483a732d355b0acd92a5d

Observation 8b6d8c1f-2082-4f0a-baf1-a37185570934 · outbound

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

LoopMTP: A looped transformer guided by latent multi-token prediction DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-05T15:54:17.338936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:17.338936Z digest=sha256:b1ab2b53eae03dee9126b2e5d7d76856f5e2a0470216a29fde42b2c764774d73

Observation a317b080-f6c7-41f1-aafe-7a10295ff6ac · outbound

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

LoopMTP: A looped transformer guided by latent multi-token prediction DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-05T15:54:17.538441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:54:17.538441Z digest=sha256:3b895d95037323094781647e7bd60952c04861924e8845f63b56138a49cff1e9

Observation 44794a11-9fb1-4f60-a043-2eead81aea52 · outbound

This paper cites Computer science review , volume=.

LoopMTP: A looped transformer guided by latent multi-token prediction Computer science review , volume=

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:54:20.913525Z

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.

source=arxiv_source observed=2026-08-05T15:54:17.769996Z digest=sha256:2d2b72be875464f857c3e5e2b4b87010b93e98fa86a7e77a0090b0935d93051e

Observation 5a4dad55-3a66-4ce2-b476-b5254f1cae55 · outbound

This paper cites A Dual-Path Architecture for Scaling Compute and Capacity in LLMs.

LoopMTP: A looped transformer guided by latent multi-token prediction A Dual-Path Architecture for Scaling Compute and Capacity in LLMs

Reference 67

Resolution
metadata mismatch
local_arxiv, observed 2026-08-05T15:54:18.500908Z

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.

source=arxiv_source observed=2026-08-05T15:54:17.962303Z digest=sha256:46f269e64b68c2e7764295c58beef675d30481fae2491e1b180d07851d9dda5c

Observation dd7036c0-8351-4911-b0b5-2b12aae6aa03 · outbound

This paper cites Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) , pages=.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:54:20.869548Z

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.

source=arxiv_source observed=2026-08-05T15:54:18.161933Z digest=sha256:f58e0fd76d718dcd45169f8b224bbaad2c5bcfde9fa120726d87491883875ff2

Pith citing papers

No inbound Pith citation observations are available.