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Paper Citation Record · LEDGER

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D

As of 8 August 2026, this Paper Citation Record lists 94 of 94 outbound references and 0 inbound Pith citation observations for arXiv:2607.16072.

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

pith.paper-citation-record.v1
2607.16072 v1

Coverage vector

measured 94 of 94 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T21:31:06.736542Z

measured 94 of 94 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

94 of 94 outbound references displayed

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  • unresolved94
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 67a4e799-58a8-4acd-86ea-fbebf876effd · outbound

This paper cites High-dimensional Learning Dynamics 2025 , year =.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D High-dimensional Learning Dynamics 2025 , year =

Reference 1

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Observation c6c98c52-9ee0-4a51-b049-49e4e8bd621a · outbound

This paper cites Proceedings of the 41st International Conference on Machine Learning , pages=.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Proceedings of the 41st International Conference on Machine Learning , pages=

Reference 2

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source=arxiv_source observed=2026-08-01T21:30:56.283209Z digest=sha256:b0a7f05d28059a98eba950511fe3788412865e5edf710fabbab1384e32fc3d8b

Observation 3d4d9e20-622f-43aa-b633-8403153d2ec3 · outbound

This paper cites 2024 , eprint=.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D 2024 , eprint=

Reference 3

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source=arxiv_source observed=2026-08-01T21:30:56.407907Z digest=sha256:921c70a1e6a041fed43db86102543b34eed47f296a81de29227db40c46a1592b

Observation 0315d98e-5da8-4903-bd05-ee13a2602144 · outbound

This paper cites 2019 , eprint=.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D 2019 , eprint=

Reference 4

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Observation c702c3f7-4a44-4d66-902a-dde1579b9a4d · outbound

This paper cites 2019 , eprint=.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D 2019 , eprint=

Reference 5

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source=arxiv_source observed=2026-08-01T21:30:56.714241Z digest=sha256:87f465a061b21f0ac29b55099bf659b7759b6c8870f0da2c5661b340db6e2f9b

Observation 67dffc45-7155-4be6-98bc-83318069fc9b · outbound

This paper cites 2016 , eprint=.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D 2016 , eprint=

Reference 6

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Observation 802418ab-b396-4e1c-88a9-388e89962979 · outbound

This paper cites 2019 , eprint=.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D 2019 , eprint=

Reference 7

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Observation d3cd77ac-6eab-4fc5-9677-0aafba397807 · outbound

This paper cites 2021 , eprint=.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D 2021 , eprint=

Reference 8

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source=arxiv_source observed=2026-08-01T21:30:56.962103Z digest=sha256:4d60f405aa02c7c8d1def6940435e583c43bef39bf631c1138a179a56d1b3956

Observation 36493438-6305-4ff9-a75b-f6ea15c6ecf1 · outbound

This paper cites 2019 , eprint=.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D 2019 , eprint=

Reference 9

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Observation 7ff8bd79-1a7e-4731-803c-04d4968e7ecf · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Advances in Neural Information Processing Systems , volume=

Reference 10

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Observation 191f99ad-27dc-4137-b59f-9a9530eda14f · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 11

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Observation 5521a3e2-b60e-4e0d-a787-94b76dfd9e7c · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D International Conference on Learning Representations , year=

Reference 12

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Observation db10adec-2130-4e3f-9a40-1120b06d5361 · outbound

This paper cites doi:10.5281/zenodo.12608602 , url =.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D doi:10.5281/zenodo.12608602 , url =

Reference 13

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Observation b7728404-180c-4a7a-a222-902d81307464 · outbound

This paper cites First Conference on Language Modeling , year =.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D First Conference on Language Modeling , year =

Reference 14

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Observation 09955ed1-a3c8-4215-bbe1-0ab30b3e2d1d · outbound

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Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Unresolved cited work

Reference 15

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Observation 9049ad31-e5d5-4ed8-8ed6-ccb7ce6c591e · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D The Twelfth International Conference on Learning Representations , year =

Reference 16

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Observation acd5cf70-1e19-4178-b563-62112708e3d4 · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D International Conference on Machine Learning , pages=

Reference 17

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Observation 0a6e143c-3a8b-4c0a-a4b2-e8967f3a26b6 · outbound

This paper cites Transformers as Support Vector Machines.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Transformers as Support Vector Machines

Reference 18

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Observation 163ec874-9a09-44ad-ab1a-7f6b0395ab43 · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Advances in neural information processing systems , volume=

Reference 19

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Observation 2c8240cd-be34-4ce0-9e8c-709b951a32c0 · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Advances in Neural Information Processing Systems , volume=

Reference 20

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Observation e5895375-dd4f-4f6b-ac6a-921440363e1d · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Advances in Neural Information Processing Systems , volume=

Reference 21

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Observation 9b236b71-d06c-4dd5-abf0-802eeaefc9cd · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D International Conference on Machine Learning , pages=

Reference 22

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Observation acaedf35-07f5-4097-b229-5456b87bd2fb · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D The Thirteenth International Conference on Learning Representations , year =

Reference 23

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Observation 5b1d6e8c-5cd2-4c3d-aa8b-46fe4299d2bf · outbound

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Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D arXiv preprint arXiv:2505.21785 , year=

Reference 24

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Observation 67cf5c44-a0ca-4c42-9209-bc3f9cf502d4 · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Advances in Neural Information Processing Systems , volume=

Reference 25

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Observation b11f2cdc-4345-47ec-abfb-91ea6e57d205 · outbound

This paper cites Proceedings of the National Academy of Sciences , volume=.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Proceedings of the National Academy of Sciences , volume=

Reference 26

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Observation b69557f8-ec86-4aa6-b03c-12022acd1831 · outbound

This paper cites Unveiling Induction Heads: Provable Training Dynamics and Feature Learning in Transformers , volume =.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Unveiling Induction Heads: Provable Training Dynamics and Feature Learning in Transformers , volume =

Reference 27

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Observation 021d6d9d-87b4-4e06-9406-f26597643ef0 · outbound

This paper cites How Transformers Get Rich: Approximation and Dynamics Analysis.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D How Transformers Get Rich: Approximation and Dynamics Analysis

Reference 28

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Observation a225dc1d-eb7d-4aef-a8e4-3928c647378a · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D International Conference on Machine Learning , pages=

Reference 29

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Observation 2c7ced12-cb70-4530-8414-a1e0ee07906e · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D The Twelfth International Conference on Learning Representations , year =

Reference 30

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Observation 4693aaa2-11d8-4b76-9a55-ae072079e294 · outbound

This paper cites Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) , pages=.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) , pages=

Reference 31

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Observation 5d74ced2-fcaf-4db2-b183-fb9cfc91a167 · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Advances in Neural Information Processing Systems , volume=

Reference 32

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Observation 32777580-49a1-4dfb-9e57-8df438feed7f · outbound

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Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Findings of the Association for Computational Linguistics: ACL 2024 , pages=

Reference 33

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Observation 7d0ccfb8-147f-4362-9f37-43b46843a706 · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Advances in Neural Information Processing Systems , volume=

Reference 34

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Observation b6c385d0-34b3-45b9-b7c2-f386bbc47f0b · outbound

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Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Transformers Can Achieve Length Generalization But Not Robustly

Reference 35

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Observation 1236f773-1338-41b9-b539-f98c8beaa320 · outbound

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Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Improving Length-Generalization in Transformers via Task Hinting

Reference 36

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Observation f5d3fc41-f3bd-4522-b6b8-ad1d7b1b4c6d · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D The Thirteenth International Conference on Learning Representations , year =

Reference 37

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Observation 4de4381c-a3be-47a4-a41a-096a36215626 · outbound

This paper cites Length Generalization in Arithmetic Transformers.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Length Generalization in Arithmetic Transformers

Reference 38

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Observation 3c31ce73-8188-47f1-a282-efe6f1b9fc64 · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D International Conference on Machine Learning , pages=

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Observation 1e6b94bf-0527-49d0-a76b-72b768485c3a · outbound

This paper cites Transactions of the Association for Computational Linguistics , volume=.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Transactions of the Association for Computational Linguistics , volume=

Reference 40

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source=arxiv_source observed=2026-08-01T21:31:00.359922Z digest=sha256:46bb26969620a234eb978107cf62441dadea01cc47427cc782b5aa72f658f8bf

Observation 49b99fa4-be73-4db5-9848-762385016a12 · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Advances in Neural Information Processing Systems , volume=

Reference 41

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Observation c4af3a88-c437-4c5a-a530-09d42ed76c72 · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D International Conference on Machine Learning , pages=

Reference 42

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source=arxiv_source observed=2026-08-01T21:31:00.466099Z digest=sha256:f1657f37b2a21994c166151dfe5481fac69881b23ea9398441b04859ca0680b0

Observation cfafb32d-5aa2-422c-aec7-9a83552c6745 · outbound

This paper cites Journal of Machine Learning Research , volume=.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Journal of Machine Learning Research , volume=

Reference 43

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source=arxiv_source observed=2026-08-01T21:31:00.546088Z digest=sha256:41f9ebb2245af867fd11f825607b74c12b6406dcfbf13a900e6352cb3d32a5e0

Observation 351243df-b036-4654-9d89-f9110bdb1afe · outbound

This paper cites an unresolved cited work.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Unresolved cited work

Reference 44

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source=arxiv_source observed=2026-08-01T21:31:00.588666Z digest=sha256:8d24d6500250b1c3b2237ac87041c80ec3d398490f13a78ac49e7cedc9a2eea0

Observation 49a4e3bb-0293-413e-a60b-a890a2d3adfe · outbound

This paper cites Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 45

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source=arxiv_source observed=2026-08-01T21:31:00.657528Z digest=sha256:4e6b44509275fb6be54f0103d4c43760eef2ad3dd162179365610e4ea60e8798

Observation 37eaec79-c7b6-4f57-964f-a4ea8bba93db · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D The Twelfth International Conference on Learning Representations , year =

Reference 46

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source=arxiv_source observed=2026-08-01T21:31:00.748736Z digest=sha256:d649d94e646c4fdc6c015425cb67b04ab7a2a0358aaf1649b57e1ae64c048817

Observation 9c8b9a26-dd05-4b2c-a32a-ee46a7c9d41c · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Advances in Neural Information Processing Systems , volume=

Reference 47

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source=arxiv_source observed=2026-08-01T21:31:00.792302Z digest=sha256:a3481de132cffbbf6e34c3688164acf1ebcb823dfa4074517727e4b6710001eb

Observation ad7bb09e-8495-4f90-8c0d-c2d8361ed749 · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D The Thirteenth International Conference on Learning Representations , year =

Reference 48

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source=arxiv_source observed=2026-08-01T21:31:00.842000Z digest=sha256:5068b9e683e20a2e8d3fa89c106f636686f89376886b8933a0bc4d643ecbe6fd

Observation 8bfa3f70-6a48-42be-9ed7-5e34a0907aa8 · outbound

This paper cites Theoretical limitations of multi-layer Transformer.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Theoretical limitations of multi-layer Transformer

Reference 49

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source=arxiv_source observed=2026-08-01T21:31:00.903239Z digest=sha256:174a4c9367f69fc8b5bea5a191625f95d2463abb0bb6c5fa7073b458474dfea9

Observation faa87822-c446-4d7a-909d-e99ebedc24fc · outbound

This paper cites arXiv preprint arXiv:2511.07378 , year=.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D arXiv preprint arXiv:2511.07378 , year=

Reference 50

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no resolver link, observed 2026-08-01T21:31:00.960391Z

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source=arxiv_source observed=2026-08-01T21:31:00.960391Z digest=sha256:060afd52cea3015bb5e37518e42b44a5ce1c4c35ea964da9ee2062f651e2993b

Observation ad075beb-7f6c-4799-8dbd-4027fc2d106d · outbound

This paper cites Proceedings of Thirty Seventh Conference on Learning Theory , pages =.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Proceedings of Thirty Seventh Conference on Learning Theory , pages =

Reference 51

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source=arxiv_source observed=2026-08-01T21:31:01.031710Z digest=sha256:1241ffa844a0cb3de6742706532dff9650497240edb80e994a224ab447a6c167

Observation 48aca098-3be4-42fd-9f0b-9a1bba83fafd · outbound

This paper cites Forty-first International Conference on Machine Learning , year =.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Forty-first International Conference on Machine Learning , year =

Reference 52

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source=arxiv_source observed=2026-08-01T21:31:01.102417Z digest=sha256:193b3cf8b9f6da92fbfeb544823b4cf072f665a606f2b584bf2c39985cf364ee

Observation 5424c87c-6055-4108-96fe-7288f67d9f9f · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D The Thirteenth International Conference on Learning Representations , year =

Reference 53

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source=arxiv_source observed=2026-08-01T21:31:01.156301Z digest=sha256:99a8b7c6dffb8e6d45087ab190152aaf16d0f592c778964806dc084445ac1714

Observation fda1fbdd-0b47-4df0-8bf6-b3589b989109 · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D The Thirteenth International Conference on Learning Representations , year =

Reference 54

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source=arxiv_source observed=2026-08-01T21:31:01.218143Z digest=sha256:b29ed06439839ac93f13ddffcc3fae848c20b208ada386ec5ab9cce8a0b83aea

Observation a6307cd9-f5a4-4337-8517-f4d8936fa118 · outbound

This paper cites The Thirty-ninth Annual Conference on Neural Information Processing Systems , year=.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D The Thirty-ninth Annual Conference on Neural Information Processing Systems , year=

Reference 55

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source=arxiv_source observed=2026-08-01T21:31:01.302344Z digest=sha256:a2cb45f7f16bcc5b7bcc4f96b6a8c52f4352ef4416a86a4b66bad749fc849499

Observation c09a99ba-7522-4b5d-abbb-883d5b87ec21 · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Advances in Neural Information Processing Systems , volume=

Reference 56

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source=arxiv_source observed=2026-08-01T21:31:01.377611Z digest=sha256:5bbf5ed0e9baca9a701d9dc1c9e6d34c38c5f29cf6edff82f3c26813f9c13212

Observation 8948c07b-6d6e-4551-93b3-e3c0e1b7348b · outbound

This paper cites Implicit Bias and Fast Convergence Rates for Self-attention.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Implicit Bias and Fast Convergence Rates for Self-attention

Reference 57

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source=arxiv_source observed=2026-08-01T21:31:01.461936Z digest=sha256:79209f5490ae366bf0e24c28742fcf9f04192f1a7f1907c90af107ee53a1383c

Observation d3e20e60-ca8a-425f-b47d-55c35bffbeed · outbound

This paper cites Implicit Regularization of Gradient Flow on One-Layer Softmax Attention.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Implicit Regularization of Gradient Flow on One-Layer Softmax Attention

Reference 58

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source=arxiv_source observed=2026-08-01T21:31:01.569347Z digest=sha256:e015b464a5229356c0eec319ee3718bfb8d6e77e9d2353d70054ad9197f44a49

Observation caae22da-1311-436b-b73f-54290d2a16fc · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D International Conference on Learning Representations , volume=

Reference 59

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source=arxiv_source observed=2026-08-01T21:31:01.649501Z digest=sha256:5310c7f614e8d14dcb88d3586786d0bd581fb80e88c6e3eb9ee913ae529a8af0

Observation 8d463464-69bb-4df0-bea1-d07934d61ad6 · outbound

This paper cites arXiv preprint arXiv:2506.16640 , year=.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D arXiv preprint arXiv:2506.16640 , year=

Reference 60

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source=arxiv_source observed=2026-08-01T21:31:01.665603Z digest=sha256:a752a05aae6f40cb41cd68594ce227d45934279be4d8a06d5a3be3664fd0ed1a

Observation ed4057f1-2743-487d-a3b3-94690b9c8024 · outbound

This paper cites SWAN-GPT: An Efficient and Scalable Approach for Long-Context Language Modeling.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D SWAN-GPT: An Efficient and Scalable Approach for Long-Context Language Modeling

Reference 61

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source=arxiv_source observed=2026-08-01T21:31:01.698242Z digest=sha256:19c62e064b7ed5eea8abdb3ba59a23dd47fa961d32eac25e016504f67b13f49a

Observation 0e254015-4d22-4507-be28-3b728d478687 · outbound

This paper cites High-dimensional Learning Dynamics 2025 , year =.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D High-dimensional Learning Dynamics 2025 , year =

Reference 62

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source=arxiv_source observed=2026-08-01T21:31:01.790694Z digest=sha256:c9c8d7d2359784c9de595eb2c0b5f765e5a3fd62449c6199bd1ddfd8a38174c0

Observation 599aa077-235f-4f15-9ac5-f291324a08e9 · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Advances in neural information processing systems , volume=

Reference 63

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source=arxiv_source observed=2026-08-01T21:31:01.985509Z digest=sha256:ffd4333c324f9a6bbfb07808a79069b7c556efda11c7965dea31895177fa5814

Observation dc718e82-847d-4500-9cee-ed38416919a5 · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D International Conference on Learning Representations , year=

Reference 64

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source=arxiv_source observed=2026-08-01T21:31:02.120022Z digest=sha256:f37ff6fe0ea072acd6cfe97d515b84519582c16d7c79c3abbf2e331f0e9ecd7e

Observation fd6dbf0d-3b44-4f13-af2c-8c6b3d7473e8 · outbound

This paper cites European Conference on Computer Vision , pages=.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D European Conference on Computer Vision , pages=

Reference 65

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source=arxiv_source observed=2026-08-01T21:31:02.202611Z digest=sha256:74bcd394d3021646f54254f06af8cd8b193d79e9b6ad04a0192eb4fe727b30b2

Observation 8b779f99-b755-41ec-9f40-d9eaaf9bd60b · outbound

This paper cites European Conference on Computer Vision , pages=.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D European Conference on Computer Vision , pages=

Reference 66

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source=arxiv_source observed=2026-08-01T21:31:02.294473Z digest=sha256:66597ad39d1973a5c2c36707823d3ecc38df4596140f782542539322a1d662a2

Observation 456cc3cc-3b2d-40e0-9801-7989522da4f5 · outbound

This paper cites Proceedings of the IEEE/CVF winter conference on applications of computer vision , pages=.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Proceedings of the IEEE/CVF winter conference on applications of computer vision , pages=

Reference 67

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source=arxiv_source observed=2026-08-01T21:31:02.448029Z digest=sha256:c62563a314bebb2fd97acd279ba2ad81211b7d2d56a96ca9a80772741cc8ad4d

Observation 64a3addf-5670-4ec5-8cf3-1929dbf1b591 · outbound

This paper cites Neurocomputing , volume=.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Neurocomputing , volume=

Reference 68

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source=arxiv_source observed=2026-08-01T21:31:02.564197Z digest=sha256:a5fd8aa8e95906cdfe321127d52480dd769b8b9b65764acceefc302522ab8f7c

Observation ec99cd57-28b6-4487-9d72-3f222b0bd004 · outbound

This paper cites In-context Learning and Induction Heads.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D In-context Learning and Induction Heads

Reference 69

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source=arxiv_source observed=2026-08-01T21:31:02.732260Z digest=sha256:258db5e783542d9c98aaefae8f8b40b3430a37b72f5617c3b5573b7b125407a2

Observation 8cf0d206-6eaa-4830-bdae-4b398a6e64c9 · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D International Conference on Learning Representations , year =

Reference 70

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source=arxiv_source observed=2026-08-01T21:31:02.847467Z digest=sha256:a2994309ac808c9e9508bf2dd67730db6ad9f7fd15844e3e80caa11f116995db

Observation 1dccd0b9-a896-4a9c-a0f7-877319dd5842 · outbound

This paper cites Proceedings of the 31st International Conference on Computational Linguistics , pages=.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Proceedings of the 31st International Conference on Computational Linguistics , pages=

Reference 71

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source=arxiv_source observed=2026-08-01T21:31:02.955808Z digest=sha256:9a22f18554f77b6875ccddbf08d357ce0c0c37a9d6306c831be02cc6da0b525d

Observation 4c791af1-ac30-4964-9127-8f1d9bf7a384 · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Advances in Neural Information Processing Systems , volume=

Reference 72

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source=arxiv_source observed=2026-08-01T21:31:03.115885Z digest=sha256:2ae706ecacfb06bda0fe1c5743ac94f3c9d06a15270aa98a014cd87772721d9a

Observation 90c09346-c6cd-414f-8eee-8a237474da97 · outbound

This paper cites RULER: What's the Real Context Size of Your Long-Context Language Models?.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D RULER: What's the Real Context Size of Your Long-Context Language Models?

Reference 73

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source=arxiv_source observed=2026-08-01T21:31:03.295784Z digest=sha256:ee72299c07e2f6c1f329b0591db3d334c82f13f051eaf8263f2aba0da0d034d6

Observation 4f1d34d3-f6b4-4c8e-b3eb-3ab4287de4b8 · outbound

This paper cites Qwen3 Technical Report.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Qwen3 Technical Report

Reference 74

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source=arxiv_source observed=2026-08-01T21:31:03.458643Z digest=sha256:716368ca2503b373dcee3912cd3a501f94eb7d3d29d219ff747b2a510363c4ba

Observation 06e9228b-97c7-4d9d-9f2b-c64d9b6d567c · outbound

This paper cites an unresolved cited work.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Unresolved cited work

Reference 75

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source=arxiv_source observed=2026-08-01T21:31:03.624937Z digest=sha256:edc3191aa1e9f523bf2495966587f4d4628cc78864338038cffdb5f6d3fb46cd

Observation af00ad77-4233-4366-99b2-3860c5e98b70 · outbound

This paper cites Forty-first International Conference on Machine Learning , year =.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Forty-first International Conference on Machine Learning , year =

Reference 76

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source=arxiv_source observed=2026-08-01T21:31:03.737227Z digest=sha256:b51f8ade14b231bf0b833238d615a13385f57c3240caefd1b71d758627225026

Observation d6c64ee6-6619-4009-a542-81cce0632a2e · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D International Conference on Learning Representations , year=

Reference 77

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T21:31:03.830762Z digest=sha256:a74c973aa188ec3a0f93f185c7f07e167aaaf211baece912efed84eb782457ed

Observation 48fd54e6-cc26-4e92-8952-474870fd799f · outbound

This paper cites RePo: Language Models with Context Re-Positioning.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D RePo: Language Models with Context Re-Positioning

Reference 78

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T21:31:04.000291Z digest=sha256:399009cbec0519e7f8c8e01a2d4e57c78237d0fffeaca111de6169f44cdd9cb6

Observation 427de0a5-c615-4061-9a7c-b063fa33c6a7 · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D The Fourteenth International Conference on Learning Representations , year =

Reference 79

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no resolver link, observed 2026-08-01T21:31:04.160820Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-01T21:31:04.160820Z digest=sha256:a504785123a9f8292f20d2465c6c4e09538104daedc9e975725b2e431326448d

Observation c2b7e743-30e6-4245-a79f-bf349fa2d55a · outbound

This paper cites Competitive Programming with Large Reasoning Models.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Competitive Programming with Large Reasoning Models

Reference 80

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no resolver link, observed 2026-08-01T21:31:04.320966Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-01T21:31:04.320966Z digest=sha256:e604ad19e86550ac458d2ac51042a99b4fefc591cf0f88295f604d9086bab9c9

Observation aed655d2-7527-481f-a923-b4cf10c27198 · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 81

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no resolver link, observed 2026-08-01T21:31:04.435013Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-01T21:31:04.435013Z digest=sha256:8cc816f001b397e07ec3d95d3b3fc8a6a7a3a83ff150052676dcdc177ecb60f4

Observation a52eb95c-8289-4987-b056-985413160c08 · outbound

This paper cites 2025 , howpublished =.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D 2025 , howpublished =

Reference 82

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no resolver link, observed 2026-08-01T21:31:04.604720Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-01T21:31:04.604720Z digest=sha256:26f0ede937fcddbab9a0cfd85f0d7d4f54610563cf9b52d8595ecc0721f82fcc

Observation bba92bb7-3313-46c8-83a7-bd5d54579d9d · outbound

This paper cites 2025 , howpublished =.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D 2025 , howpublished =

Reference 83

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no resolver link, observed 2026-08-01T21:31:04.703240Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-01T21:31:04.703240Z digest=sha256:b18207c3457d8d4ca70b4d3661233c4c3674b893e3d28a794ee2fa6eb8f30664

Observation bbaece0f-cbcb-4d97-91a9-37d65f2ea4db · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 84

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no resolver link, observed 2026-08-01T21:31:04.958093Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-01T21:31:04.958093Z digest=sha256:f4fca2de822de758696560751340d4f3fe5e7bedf3fe0c05ba9bc7b1907d5490

Observation 3d0e8b62-e079-4cda-ae96-1c852f65538d · outbound

This paper cites Proceedings of Machine Learning Research , volume=.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Proceedings of Machine Learning Research , volume=

Reference 85

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no resolver link, observed 2026-08-01T21:31:05.166864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T21:31:05.166864Z digest=sha256:605298f6f27d8970f74c5a9a39ecb064f7ac2baa815b98c39b9cfa73ffdefa21

Observation d4746c17-05b9-44e7-84d5-96db9d24ef27 · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D International Conference on Learning Representations , year =

Reference 86

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no resolver link, observed 2026-08-01T21:31:05.429886Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-01T21:31:05.429886Z digest=sha256:a7b5d7e5bd5a798703030ca29eacb28f54322166e78e8ed1734e16db184a61b7

Observation 1f32cbf0-c550-4818-bb5d-e86c0f05feb7 · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Advances in Neural Information Processing Systems , volume=

Reference 87

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no resolver link, observed 2026-08-01T21:31:05.653067Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-01T21:31:05.653067Z digest=sha256:279238cb5188d707355afd98dab846b26864e3ab3f8588aea439e48c0238e4c9

Observation 10fb065f-894f-4dc8-9a54-ec5c22dfec82 · outbound

This paper cites The Thirty-ninth Annual Conference on Neural Information Processing Systems , year =.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D The Thirty-ninth Annual Conference on Neural Information Processing Systems , year =

Reference 88

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no resolver link, observed 2026-08-01T21:31:05.864871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T21:31:05.864871Z digest=sha256:556aaff4c8b42db66356445891201af4434815c02a32de1343cd4673a2d3f14e

Observation 709b2450-e470-4d52-b707-1d678ae36621 · outbound

This paper cites Forty-first International Conference on Machine Learning , year =.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Forty-first International Conference on Machine Learning , year =

Reference 89

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no resolver link, observed 2026-08-01T21:31:06.030263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T21:31:06.030263Z digest=sha256:febfc93a7c3e9348e8a785db229d917d3f7528de91137577752d863e2b69ad06

Observation a0e717ea-1a64-418c-90cb-b4ef0e767d63 · outbound

This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 90

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unresolved
no resolver link, observed 2026-08-01T21:31:06.168953Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-01T21:31:06.168953Z digest=sha256:fff82ea97f2030bbbee91fd3bc67174a78537f594debe2bbb03266369593173d

Observation 2403fb8d-64a9-49c1-8f0e-92484e038ef5 · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D International Conference on Learning Representations , volume=

Reference 91

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no resolver link, observed 2026-08-01T21:31:06.288685Z

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source=arxiv_source observed=2026-08-01T21:31:06.288685Z digest=sha256:e3ed817a6a55ed5fd68cad81219343cc1db84b845722762cac85dff8ec154c4b

Observation 2b9de652-8536-4449-829b-35bce2e687b3 · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 92

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no resolver link, observed 2026-08-01T21:31:06.440035Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-01T21:31:06.440035Z digest=sha256:d604071e0f8c6b8c88713e56848df3a46053086ab93c9deebacaa8027574ad16

Observation 48e54330-e7de-4344-b090-5f5449aa89dd · outbound

This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 93

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unresolved
no resolver link, observed 2026-08-01T21:31:06.578161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T21:31:06.578161Z digest=sha256:08262d750c1e2ef0cbf4fd85fcc6735e9eb8528993dc8fd7a7361f521796993c

Observation 40dce3e9-ad21-4796-b365-015f1f3614b1 · outbound

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

Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D Proceedings of the 57th annual meeting of the association for computational linguistics , pages=

Reference 94

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no resolver link, observed 2026-08-01T21:31:06.736542Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-01T21:31:06.736542Z digest=sha256:1b365716bfaf961905d12c37675897a9fc3d9c6839217e2058ffa65006c080e4

Pith citing papers

No inbound Pith citation observations are available.