Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T22:10:42.664065Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 4 inbound Pith citation observations for arXiv:2506.22696.
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 2026-08-06T22:10:42.664065Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-03T06:57:48.485750Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-02T01:56:27.336351Z
57 of 57 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 32c371ae-288a-4e5c-ad8d-9b95749285c7 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream GPT-4 Technical Report
Reference 1
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Observation 1c3987d3-2016-4994-a19c-cd558fb9021a · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream Data on notable ai models, 2024
Reference 2
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Observation 6bb4684d-8903-43b2-91e1-777e6c740b40 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream Unresolved cited work
Reference 3
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Observation 143a60d4-5f6e-4944-bb99-00be61621381 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream ReZero is All You Need: Fast Convergence at Large Depth
Reference 4
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Observation 7df33577-9d16-41ac-8b03-ac2e16bf7043 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream L., Gao, J., and Choi, Y
Reference 5
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Observation 0a4cbcbc-b951-4730-920d-13c76e6794b7 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream J., Leary, C., Maclaurin, D., Necula, G., Paszke, A., Vander P las, J., Wanderman- M ilne, S., and Zhang, Q
Reference 6
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Observation c9cea776-30bd-4710-8ab8-05ec64e84447 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream Highway transformer: Self-gating enhanced self-attentive networks
Reference 7
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Observation 77782c8b-fae9-4901-9ab8-aabd10cf125c · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge
Reference 8
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Observation e3911a57-0c6e-4013-a2d6-a585c28fc786 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream and Gu, A
Reference 9
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Observation 2ff2c62a-7d03-453f-b20c-14181287d758 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream The practitioner’s guide to the maximal update parameterization
Reference 10
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Observation 7c1b5811-dfc4-4588-baf8-55b8a18f7683 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream Exploiting deep representations for neural machine translation
Reference 11
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Observation 6471b11d-8e29-416e-8878-81298e5d8b56 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream Dynamic layer aggregation for neural machine translation with routing-by-agreement
Reference 12
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Observation 3926092e-feac-42eb-9cf6-16529d3789e7 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream M., Tong, S., Lepikhin, D., Xu, Y., Krikun, M., Zhou, Y., Yu, A
Reference 13
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Observation 27a6a7e3-8a21-4b6a-9751-9d758db5459e · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream The Llama 3 Herd of Models
Reference 14
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Observation d68e213b-d7fa-43e5-b2a6-65f2dac4298e · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream A mathematical framework for transformer circuits
Reference 15
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Observation e5596dc8-c3e0-428b-bd1e-3342fd278c75 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream Depth-wise attention ( DWA tt): A layer fusion method for data-efficient classification
Reference 16
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Observation 94b9bbe9-0595-4df8-9d49-bfa3a90304a2 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream Switch transformers: scaling to trillion parameter models with simple and efficient sparsity
Reference 17
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Observation 71def2d5-51fb-4d4b-bb34-fe3b9aba7768 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream The Pile: An 800GB Dataset of Diverse Text for Language Modeling
Reference 18
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Observation fcab7e4d-22fa-4a93-93d6-25f5a1db61ea · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream A framework for few-shot language model evaluation, 12 2023
Reference 19
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Observation 549250fd-ad90-4797-8b5a-d4e02e08b644 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream Transformer feed-forward layers are key-value memories
Reference 20
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Observation 306abe5c-86d6-409b-8547-1d8c22e868d0 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream and Bengio, Y
Reference 21
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Observation ccca6fd6-9854-471c-b0dc-2bbd76751228 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream F., Keller, P
Reference 22
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Observation 55c1cd0a-64fa-4c66-8d45-3bbddaf7ba91 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream Improving language modeling using densely connected recurrent neural networks
Reference 23
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Observation 3e4f1d3a-2e16-44d8-a194-31845d29ba0a · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream Openwebtext corpus
Reference 24
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Observation a449fe91-9057-4cf1-a18b-7e3eaa3216fe · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream Levanter , 2024
Reference 25
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Observation 11ec86af-93fa-4281-ac2b-45a438c216ba · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream A., Welbl, J., Clark, A., Hennigan, T., Noland, E., Millican, K., van den Driessche, G., Damoc, B., Guy, A., Osindero, S., Simonyan, K., Elsen, E., Vinyals, O., Rae, J
Reference 26
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Observation 65d1f1cc-3ef4-4974-bf72-c3eb93caac67 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream Unresolved cited work
Reference 27
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Observation 6e4c6bac-9ba4-41d9-b0e0-2679f0943100 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream S., Perez, F., Ba, J., and Volkovs, M
Reference 28
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Observation 908dce63-c9ac-4143-92cc-91d066e1e0d2 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream Mixtral of Experts
Reference 29
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Observation 355aed13-bfd0-4d7a-86b9-c8dd8c98ee09 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream Scaling Laws for Neural Language Models
Reference 30
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Observation 5a40469d-96e9-4e9d-8fae-7054e109e9ae · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream A., Khyalia, S., Jung, J., Goka, H., and Lee, H
Reference 31
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Observation 08a0971b-4f05-4e5f-b123-580de6ae7277 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream and Garcia, C
Reference 32
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Observation 64c3ee2c-3eab-4881-95c2-59631ab744e8 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream Correlation matrix memories
Reference 33
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Observation b4f17652-0086-4c9d-946b-e78d9355e1e4 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream S., Viguier, S., and Ligozat, A.-L
Reference 34
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Observation c16a5847-53ea-4045-a571-22bf147949e8 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream Locating and editing factual associations in gpt
Reference 35
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Observation 4236ebcd-f3f7-4ed5-8e92-ae0dbae54c1c · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream Pointer sentinel mixture models, 2016
Reference 36
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Observation 206e45f8-9c1e-483a-801e-a90bfdc243f7 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream Unresolved cited work
Reference 37
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Observation b1175a3e-4148-47ab-ae2e-c6fc4e52c955 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream N., Bernardi, R., Pezzelle, S., Baroni, M., Boleda, G., and Fernández, R
Reference 38
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Observation 18085f3e-d60b-4c3d-8093-32895328e37c · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream Unresolved cited work
Reference 39
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Observation fb38678a-f1c6-417b-b348-f1fde8ca02f8 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream Language models are unsupervised multitask learners
Reference 40
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Observation d7431f82-9ad5-499c-b812-860dc7ddcfb8 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream WinoGrande: An Adversarial Winograd Schema Challenge at Scale
Reference 41
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Observation e0d92e61-5ff9-4f73-9d7e-3101552fcf9f · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream Dense information flow for neural machine translation
Reference 42
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Observation 95eb7219-1915-42ee-8692-65a282ad4ccc · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream NormFormer: Improved Transformer Pretraining with Extra Normalization
Reference 43
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Observation 9cf1d0b2-bd1e-4a6a-a027-751c00864274 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream Highway Networks
Reference 44
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Observation 475dd86c-63e0-4f7a-8407-f7db7c93e97d · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream Energy and policy considerations for deep learning in NLP
Reference 45
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Observation 2a7940ea-10ff-4130-9db4-3614e1d6c4f1 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream Retentive Network: A Successor to Transformer for Large Language Models
Reference 46
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Observation a66badff-3400-4cc6-bc6c-92c056048304 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream N., Kaiser, L., and Polosukhin, I
Reference 47
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Observation ea500b1a-5515-4f4a-935e-322268ff2939 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream Will we run out of data? Limits of LLM scaling based on human-generated data
Reference 48
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Observation c46b6888-8933-431f-a842-4e0fff70b41b · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream DeepNet: Scaling Transformers to 1,000 Layers
Reference 49
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Observation 7617ae6f-8976-4a2b-b583-67a199e1a4dc · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream Sustainable ai: Environmental implications, challenges and opportunities
Reference 50
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Observation 5802b0e6-5736-4f42-8ea7-df2c1b7868ee · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream On layer normalization in the transformer architecture
Reference 51
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Observation 796d5560-502e-49fa-ba23-81aaa5ae8566 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream Rewiring the transformer with depth-wise LSTM s
Reference 52
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Observation e8464d62-9500-459d-8730-31e1add1f216 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream Understanding and improving layer normalization
Reference 53
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Observation 9ef79cd2-3e8c-42f8-bd63-e806e3e52afd · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream J., Babuschkin, I., Sidor, S., Liu, X., Farhi, D., Ryder, N., Pachocki, J., Chen, W., and Gao, J
Reference 54
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Observation cc2393ac-79da-45c2-8088-c4dac56f5837 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream Hellaswag: Can a machine really finish your sentence? In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, 2019
Reference 55
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Observation e1723c6c-4bbe-4f1d-b712-1721fbba7c28 · outbound
Residual Matrix Transformers: Scaling the Size of the Residual Stream Ready-to-go transmission projects 2023
Reference 56
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Observation f7e03f87-cc49-4c6c-8e81-cfd3780c8aed · outbound
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Reference 57
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Observation c3bb16f6-fb4f-437d-a3b1-720f21918be0 · inbound
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Observation 05bcf0ab-3cf0-47aa-b7c8-e760f495da94 · inbound
Attention Residuals Residual Matrix Transformers: Scaling the Size of the Residual Stream
Reference 29
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Observation c0e0e803-3f12-4048-ac6e-0b18a95d4216 · inbound
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