Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-07T11:25:24.079444Z
Paper Citation Record · LEDGER
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training
As of 24 July 2026, this Paper Citation Record lists 69 of 69 outbound references and 0 inbound Pith citation observations for arXiv:2604.26687.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-07-24T06:31:00.690269+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
Reference resolution
69 of 69 outbound references displayed
- verified exact20
- verified fuzzy36
- unresolved0
- parse uncertain0
- malformed identifier3
- metadata mismatch10
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation ce38fdb5-67d6-490d-8838-a3eed637cf53 · outbound
This paper cites Adaptive Preconditioners Trigger Loss Spikes in Adam.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Adaptive Preconditioners Trigger Loss Spikes in Adam
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-05-26T03:04:02.571868Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation b8151a1e-e8da-4712-a83f-24603cb0ab24 · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.193602Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 96a41743-27f2-456d-8637-7534efa04ed1 · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.278555Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation fcbb17d8-1fb8-4e8c-831b-20bd2358824f · outbound
This paper cites AdaBatch: Adaptive Batch Sizes for Training Deep Neural Networks.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training AdaBatch: Adaptive Batch Sizes for Training Deep Neural Networks
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T03:55:07.651495Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 2f7f0642-a84e-49c0-b1ee-5ecdee47d09a · outbound
This paper cites Hé- naff.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Hé- naff
Reference 5
- Resolution
- verified exact
- doi, observed 2026-05-09T03:55:07.741005Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation ad1c541a-78f1-4a4c-b527-f853e15e41a6 · outbound
This paper cites Irreducible Curriculum for Language Model Pretraining.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Irreducible Curriculum for Language Model Pretraining
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T03:55:07.703229Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 1aa72cfd-dbcf-4d09-a66e-2abe74b42c54 · outbound
This paper cites Time Transfer: On Optimal Learning Rate and Batch Size In The Infinite Data Limit.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Time Transfer: On Optimal Learning Rate and Batch Size In The Infinite Data Limit
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T03:55:07.782058Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 8231002a-53cf-4de0-9edc-2c0ccace7da9 · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 8
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-09T03:55:07.728713Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 62284fe0-7eee-49cb-b9ab-f074887264fd · outbound
This paper cites Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T07:20:31.604247Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 601ea0b9-43b9-46fd-a632-e1ee13d2f3b1 · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.204297Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation bd7a5c7e-6a6b-4398-874d-1a159a02bb94 · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 11
- Resolution
- verified exact
- doi, observed 2026-05-09T03:55:07.653949Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 9ed7c8cb-a4ad-42e2-b003-3e278f172253 · outbound
This paper cites OLM o: Accelerating the science of language models.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training OLM o: Accelerating the science of language models
Reference 12
- Resolution
- verified exact
- doi, observed 2026-05-09T03:55:07.785088Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 652722ba-7a5b-4793-bef1-fb2294cc0307 · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.246526Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 094cb3e9-1cb1-4103-8d66-6e39a30a3ba5 · outbound
This paper cites Johnson, Pulkit Agrawal, Haijie Gu, and Carlos Guestrin.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Johnson, Pulkit Agrawal, Haijie Gu, and Carlos Guestrin
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.170634Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 42311570-c6c6-4dcc-a2b7-f67cde179995 · outbound
This paper cites K2-V2: A 360-open, reasoning-enhanced LLM.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training K2-V2: A 360-open, reasoning-enhanced LLM
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T03:55:07.818944Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation ec1ff916-7ca9-4e3f-bdbe-59097e3f915c · outbound
This paper cites Scaling Laws for Neural Language Models.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Scaling Laws for Neural Language Models
Reference 16
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-09T03:55:07.714200Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 13b29926-4b86-4416-bb98-69a14df19eca · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T03:55:07.752948Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 35e3f6af-612e-4efe-b773-e499fead9acf · outbound
This paper cites AdAdaGrad: Adaptive Batch Size Schemes for Adaptive Gradient Methods.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training AdAdaGrad: Adaptive Batch Size Schemes for Adaptive Gradient Methods
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T03:55:07.660974Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation c22be6b6-4e45-4f36-9c61-8d76820745b9 · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T03:55:07.665859Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation dfbf74cd-450f-44aa-9d1c-8863fb2a7219 · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 20
- Resolution
- verified exact
- doi, observed 2026-05-09T03:55:07.787636Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation adf083ba-5f0b-4fe5-9019-adedf364fa74 · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.173202Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation ee3c6446-778b-403b-aedb-a8e4b21c58c5 · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.179047Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 8c54e1cb-da70-4bb7-b2d9-f6cc39af5844 · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.258468Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 448f98bd-ef6e-4c1b-a247-d0c76e71e8cb · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.175937Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 4504aa58-5da4-4538-a447-c549edd90be4 · outbound
This paper cites Hwang, Luca Soldaini, Akshita Bhagia, Jiacheng Liu, Dirk Groen- eveld, Oyvind Tafjord, Noah A.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Hwang, Luca Soldaini, Akshita Bhagia, Jiacheng Liu, Dirk Groen- eveld, Oyvind Tafjord, Noah A
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.207787Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 7c210070-74c6-43ce-b212-583b1a422cc5 · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.273102Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 1898ec2f-7c16-4df7-bc05-7ab12df833ab · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.261487Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation f1a18a6e-f1ff-4991-9b06-7a01e79878fb · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.264820Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 57059ce8-db1f-4aba-bfc9-a47f49585db8 · outbound
This paper cites An Empirical Model of Large-Batch Training.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training An Empirical Model of Large-Batch Training
Reference 29
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-09T03:55:07.909709Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation a353efde-e779-4263-b2e9-c4b061dbc102 · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.241037Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 38df66b6-61d8-430a-ab03-eded9d64606c · outbound
This paper cites In5th International Conference on Learning Representations, ICLR 2017, Toulon, France, April 24-26, 2017, Conference Track Proceedings.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training In5th International Conference on Learning Representations, ICLR 2017, Toulon, France, April 24-26, 2017, Conference Track Proceedings
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.249364Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 62d6381a-72c1-4f3c-a94a-1598383c7d95 · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.220323Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation a4247abb-69f1-4074-9ffc-7d73d9262932 · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.222981Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 88289efa-0657-4c64-b8ed-48a7b124cf08 · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 34
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T03:55:07.800411Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation a462a08f-967b-46e3-b1b1-d877fb6e0a0e · outbound
This paper cites Devanur, Gregory R.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Devanur, Gregory R
Reference 35
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-12T09:21:25.537054Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 4af3a16f-feb7-40fa-b6fe-0e1d708aec5e · outbound
This paper cites Efficient large-scale language model training on gpu clusters using megatron-lm.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Efficient large-scale language model training on gpu clusters using megatron-lm
Reference 36
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T03:55:07.860344Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 2bff3644-c8c2-4bf1-92e8-4fe7facd7194 · outbound
This paper cites Ostroukhov, A.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Ostroukhov, A
Reference 37
- Resolution
- verified exact
- doi, observed 2026-05-09T03:55:07.827914Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 60f363e4-5414-4338-863d-ec9fdf5279c1 · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.217558Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 0e494fdd-c1e0-47b3-ae00-043a44807060 · outbound
This paper cites Ganger, and Eric P.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Ganger, and Eric P
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.214569Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation e28580ac-427c-48d3-b5b1-36e5cb95f5dd · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.232460Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 9579db7f-2923-4297-9f68-ebb539621ac9 · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.211408Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 0658506d-9c48-4f4b-875c-4ac4f0b9d9ac · outbound
This paper cites Generalized Slow Roll for Tensors.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Generalized Slow Roll for Tensors
Reference 42
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-09T03:55:07.806803Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 4a6664c9-e81b-4e02-865b-7018e7cc4e46 · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.226485Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation a1bdddd4-090e-4948-868d-90fb5ab295ba · outbound
This paper cites InKDD ’20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Min- ing, Virtual Event, CA, USA, August 23-27, 2020, Rajesh Gupta, Yan Liu, Jiliang Tang, and B.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training InKDD ’20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Min- ing, Virtual Event, CA, USA, August 23-27, 2020, Rajesh Gupta, Yan Liu, Jiliang Tang, and B
Reference 44
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T03:55:07.812216Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation efc689bb-b15e-4727-ab44-20a712fefcd6 · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 45
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-09T03:55:07.895409Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 97b7dfb7-82f8-4552-9540-c1bef589f5d5 · outbound
This paper cites Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism
Reference 46
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T18:34:44.898910Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 3e648084-6253-435f-a355-63e530943292 · outbound
This paper cites Smith, Pieter-Jan Kindermans, Chris Ying, and Quoc V.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Smith, Pieter-Jan Kindermans, Chris Ying, and Quoc V
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.235470Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation c7733b6a-8bcb-4450-8ec0-f7a95808bf52 · outbound
This paper cites In6th International Conference on Learning Representations, ICLR 2018, Van- couver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training In6th International Conference on Learning Representations, ICLR 2018, Van- couver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.229753Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation f89d5de7-e57f-40df-9c8d-865baaf4814a · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.252282Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation e2d80675-c1b7-4bd2-978d-de83bf8685e1 · outbound
This paper cites Gemini: A Family of Highly Capable Multimodal Models.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Gemini: A Family of Highly Capable Multimodal Models
Reference 50
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-09T03:55:07.749487Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 6753e2cf-983b-46a7-b1e8-de90ce7ba1f5 · outbound
This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 51
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-09T03:55:07.833943Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 6526f3a3-3686-48fc-81c6-552acecd1825 · outbound
This paper cites The Llama 3 Herd of Models.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training The Llama 3 Herd of Models
Reference 52
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-09T03:55:07.645264Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 6bb2cda6-9ac3-4662-8c68-5c5959482551 · outbound
This paper cites Qwen2.5 Technical Report.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Qwen2.5 Technical Report
Reference 53
- Resolution
- verified exact
- local_arxiv, observed 2026-05-12T09:21:25.540607Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation f9f512a6-56a9-43b5-84b3-d0703a05d5a0 · outbound
This paper cites Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment
Reference 54
- Resolution
- malformed identifier
- doi, observed 2026-05-09T03:55:07.697092Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation b6d9384a-fe9a-4a2f-96fc-3ae36ac4a281 · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.276074Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 15484cfe-048c-4c9d-9cdd-bbb80a3e2661 · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.198936Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 13b3fc24-bf70-402b-aaf6-91fd9aca806e · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.196263Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 74e294b7-1deb-44d3-bce2-d53319c5316b · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.201466Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 4194a9f5-110f-4367-b78a-85e22cb590c8 · outbound
This paper cites Le, Tengyu Ma, and Adams Wei Yu.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Le, Tengyu Ma, and Adams Wei Yu
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.255331Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 70e483b8-ae0c-4069-8124-f3b5418d3260 · outbound
This paper cites GSPMD: General and Scalable Parallelization for ML Computation Graphs.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training GSPMD: General and Scalable Parallelization for ML Computation Graphs
Reference 60
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-18T12:36:36.562059Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 4649e375-7598-4900-a0fe-95109555b71b · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.190890Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 96145f5e-085a-467c-9748-aaffa710ea47 · outbound
This paper cites OPT: Open Pre-trained Transformer Language Models.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training OPT: Open Pre-trained Transformer Language Models
Reference 62
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T20:53:19.162556Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation e2c47dff-c6eb-4775-99d5-821c32b01db5 · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.243780Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation fcc0b277-6dc4-4f22-9536-8ea38b11997a · outbound
This paper cites Xing, Joseph E.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Xing, Joseph E
Reference 64
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-27T07:08:46.267897Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 78c1d1ae-2c4d-45ad-bf0c-a3210fa3b712 · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 65
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.270669Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 86d65717-f9e5-422b-b5f8-c6c962e63744 · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 66
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.187749Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 0a6ce1e6-3564-4032-8c83-afda1d06ee0c · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.182078Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 6d90268e-13e9-469c-adbf-b1e422569307 · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 68
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T07:08:46.184935Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 1a2cccab-2ebe-412e-882a-4da2052ee7b6 · outbound
This paper cites an unresolved cited work.
COPUS: Co-adaptive Parallelism and Batch Size Selection in Large Language Model Training Unresolved cited work
Reference 69
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-27T07:08:46.238088Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Pith citing papers
No inbound Pith citation observations are available.