Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-13T05:35:58.568346Z
Paper Citation Record · LEDGER
As of 17 August 2026, this Paper Citation Record lists 79 of 79 outbound references and 0 inbound Pith citation observations for arXiv:2607.08946.
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 2026-07-13T05:35:58.568346Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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
79 of 79 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 407a81a1-175d-4292-b626-8331c42ee219 · outbound
Training, Reading, and Editing Legible Transformers Explicit Fuzzy Logic in the Feed-Forward Layer: Self-Forgetting Quantifiers Discover Legible Grammatical-Licensing Detectors
Reference 1
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Observation 3efa7add-bed7-471a-a6e2-890af8586706 · outbound
Training, Reading, and Editing Legible Transformers Legible-by-Construction: Attention and End-to-End Transformers
Reference 2
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Observation 0795a145-1052-406f-a73c-92bcec24a197 · outbound
Training, Reading, and Editing Legible Transformers 2020 , howpublished =
Reference 3
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Observation d54e5677-3604-437d-a779-333ee0408b12 · outbound
Training, Reading, and Editing Legible Transformers Eliciting Latent Predictions from Transformers with the Tuned Lens
Reference 4
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Observation fb73016b-80c7-4a42-95b5-f7e45f54614f · outbound
Training, Reading, and Editing Legible Transformers Proceedings of EMNLP 2021 , pages =
Reference 5
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Observation 94349126-7577-4d42-9591-3f9871d8f2e5 · outbound
Training, Reading, and Editing Legible Transformers Proceedings of EMNLP 2022 , pages =
Reference 6
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Observation 611cf1ab-12c0-4e9a-ae99-0e4542957cee · outbound
Training, Reading, and Editing Legible Transformers Transformer Circuits Thread, Anthropic , year =
Reference 7
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Observation 7ba31ec8-2728-45c9-a8e5-3155ccc95c27 · outbound
Training, Reading, and Editing Legible Transformers Transformer Circuits Thread, Anthropic , year =
Reference 8
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Observation aed10cbe-1c61-4278-8c2f-504de41a3a1b · outbound
Training, Reading, and Editing Legible Transformers International Conference on Learning Representations (ICLR) , year =
Reference 9
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Observation 856e969d-42d5-4640-b14c-500b0b3eeaa5 · outbound
Training, Reading, and Editing Legible Transformers International Conference on Learning Representations (ICLR) , year =
Reference 10
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Observation 20d7174e-4a15-4eaf-a9e8-ba3f971f339e · outbound
Training, Reading, and Editing Legible Transformers Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval Mechanism
Reference 11
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Observation 28cb850d-f3ba-4112-baba-7b7fe565eafe · outbound
Training, Reading, and Editing Legible Transformers Proceedings of ACL 2023 , year =
Reference 12
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Observation 9d224d2e-8134-488d-9286-28d874a3b811 · outbound
Training, Reading, and Editing Legible Transformers Proceedings of CoNLL 2023 , year =
Reference 13
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Observation 4c4e79a8-6117-46ad-80c9-b1e18e2687ae · outbound
Training, Reading, and Editing Legible Transformers 2022 , note=
Reference 14
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Observation 74dac33c-fa99-425d-ade7-e9391e795b99 · outbound
Training, Reading, and Editing Legible Transformers International Conference on Machine Learning (ICML) , series=
Reference 15
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Observation 35aee08f-62ff-4d98-8e81-8ba03f2d0b95 · outbound
Training, Reading, and Editing Legible Transformers International Conference on Machine Learning (ICML) , series=
Reference 16
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Observation 88f3d825-b31a-44da-bcd9-53f52c1ca65c · outbound
Training, Reading, and Editing Legible Transformers Advances in Neural Information Processing Systems (NeurIPS) , year=
Reference 17
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Observation 81a93328-99ad-429f-aefb-6c00704042e6 · outbound
Training, Reading, and Editing Legible Transformers IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , year=
Reference 18
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Observation 0bc6c05e-d4a3-4988-b8de-e84426466baa · outbound
Training, Reading, and Editing Legible Transformers Unresolved cited work
Reference 19
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Observation 0f405e51-ece9-4435-8fdb-894e2704dcde · outbound
Training, Reading, and Editing Legible Transformers International Conference on Machine Learning (ICML) , year=
Reference 20
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Observation 065b0572-09da-4da5-878d-5bfe9c93a1a5 · outbound
Training, Reading, and Editing Legible Transformers International Conference on Machine Learning (ICML) , series=
Reference 21
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Observation 8a73b26f-d8c0-4e1f-ad58-1f6c776e527d · outbound
Training, Reading, and Editing Legible Transformers Advances in Neural Information Processing Systems (NeurIPS) , year=
Reference 22
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Observation 4e344fe8-ba09-45d5-bc22-1026796415eb · outbound
Training, Reading, and Editing Legible Transformers Transformer Circuits Thread , year=
Reference 23
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Observation 57f78508-0a32-4aa6-a39d-dccad19456f9 · outbound
Training, Reading, and Editing Legible Transformers Transformer Circuits Thread , year=
Reference 24
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Observation 74b11013-f21c-4666-8196-814b120a9787 · outbound
Training, Reading, and Editing Legible Transformers Identifying Functionally Important Features with End-to-End Sparse Dictionary Learning
Reference 25
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Observation 88346f44-cbea-46e8-98ca-f0af60dbadde · outbound
Training, Reading, and Editing Legible Transformers Unresolved cited work
Reference 26
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Observation c87f6837-dc22-44b3-a4b7-958df53e262c · outbound
Training, Reading, and Editing Legible Transformers Advances in Neural Information Processing Systems (NeurIPS) , year=
Reference 27
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Observation 271fd7de-0975-4bdf-b41f-e820e49e6df6 · outbound
Training, Reading, and Editing Legible Transformers Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation
Reference 28
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Observation 6532e12e-44b7-489d-aef3-bb3b2df2faf6 · outbound
Training, Reading, and Editing Legible Transformers International Conference on Learning Representations (ICLR) , year=
Reference 29
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Observation 5632e69a-fca4-40c0-8765-5e9e0ecccbb5 · outbound
Training, Reading, and Editing Legible Transformers Categorizing Variants of Goodhart's Law
Reference 30
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Observation 166e90a4-5772-4e49-9641-cc68fadf30bd · outbound
Training, Reading, and Editing Legible Transformers Towards Faithfully Interpretable
Reference 31
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Observation 3e3b09f0-d7ab-43ba-ae61-813a404d7738 · outbound
Training, Reading, and Editing Legible Transformers NSFL: A Post-Training Neuro-Symbolic Fuzzy Logic Framework for Boolean Operators in Neural Embeddings
Reference 32
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Observation 3036d5c9-3c43-4177-9968-05ea765d451b · outbound
Training, Reading, and Editing Legible Transformers International Conference on Machine Learning (ICML) , year=
Reference 33
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Observation 6d8a3d0e-57ff-4594-889e-f12fbff1977e · outbound
Training, Reading, and Editing Legible Transformers Annual Meeting of the Association for Computational Linguistics (ACL) , year=
Reference 34
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Observation 90df8222-3ebe-4716-b820-2a2c22ce6ed9 · outbound
Training, Reading, and Editing Legible Transformers Transformer Circuits Thread , year=
Reference 35
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Observation f6efa3b6-d35b-46e2-9b02-7d4ca7bebf3f · outbound
Training, Reading, and Editing Legible Transformers Advances in Neural Information Processing Systems (NeurIPS) , year=
Reference 36
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Observation 888c7626-4b91-4bbd-85f8-6d701390a12a · outbound
Training, Reading, and Editing Legible Transformers Mixture of A Million Experts
Reference 37
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Observation 2c1fdcb6-3f40-435c-85ad-b4ca51e68eb6 · outbound
Training, Reading, and Editing Legible Transformers GLU Variants Improve Transformer
Reference 38
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Observation 8f307046-c018-4936-bdaf-d4109b216f43 · outbound
Training, Reading, and Editing Legible Transformers International Conference on Learning Representations (ICLR) , year=
Reference 39
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Observation 89e3453c-29c7-420e-a602-ba03acfb1fdf · outbound
Training, Reading, and Editing Legible Transformers International Conference on Learning Representations (ICLR) , year=
Reference 40
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Observation 627129a6-aa4a-4437-ac7d-3abb4825dd49 · outbound
Training, Reading, and Editing Legible Transformers arXiv preprint arXiv:2510.12269 , year=
Reference 41
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Observation e65547a0-cfad-4e3e-a18c-ceeb33ad870c · outbound
Training, Reading, and Editing Legible Transformers Logical Neural Networks
Reference 42
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Observation 1fb17424-b7fa-45ee-b65a-b97995c033eb · outbound
Training, Reading, and Editing Legible Transformers Artificial Intelligence , volume=
Reference 43
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Observation 53850b0f-2131-4263-a790-8de01afdad3c · outbound
Training, Reading, and Editing Legible Transformers Artificial Intelligence , volume=
Reference 44
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Observation 8616fa0e-1280-4bfc-b179-734f1167a14e · outbound
Training, Reading, and Editing Legible Transformers Neural Logic Networks for Interpretable Classification
Reference 45
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Observation 17e81ff6-6ceb-487b-b301-b327e570d369 · outbound
Training, Reading, and Editing Legible Transformers KAN: Kolmogorov-Arnold Networks
Reference 46
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Observation b0eb4bf0-5d32-42e9-b2b8-cc7c818ab214 · outbound
Training, Reading, and Editing Legible Transformers Transformer Circuits Thread , year=
Reference 47
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Observation 6fd71964-8a42-470a-8340-92c2e8bd7df8 · outbound
Training, Reading, and Editing Legible Transformers Interpreting Neural Networks through the Polytope Lens
Reference 48
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Observation e17c05c9-5fa9-4496-9837-6984388c8889 · outbound
Training, Reading, and Editing Legible Transformers Sparse Autoencoders Find Highly Interpretable Features in Language Models
Reference 49
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Observation 91bee30e-38e3-4af0-b86f-7d18d1bf9fa2 · outbound
Training, Reading, and Editing Legible Transformers Scaling and evaluating sparse autoencoders
Reference 50
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Observation fc083155-ce44-4fb4-96c9-43058c755153 · outbound
Training, Reading, and Editing Legible Transformers Proceedings of BlackboxNLP , year=
Reference 51
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Observation c407f29f-12c6-4879-96da-7cba56f072b9 · outbound
Training, Reading, and Editing Legible Transformers International Conference on Machine Learning (ICML) , year=
Reference 52
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Observation 4efe61df-09cb-4850-92ae-475912d75974 · outbound
Training, Reading, and Editing Legible Transformers Steerable but Not Decodable: Function Vectors Operate Beyond the Logit Lens
Reference 53
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Observation 3f9cd5b0-6a26-4482-874e-895f1a4a35bb · outbound
Training, Reading, and Editing Legible Transformers Decomposing The Dark Matter of Sparse Autoencoders
Reference 54
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Observation 6fa62143-c4a6-4e01-b16f-2f525b11630a · outbound
Training, Reading, and Editing Legible Transformers Not All Language Model Features Are One-Dimensionally Linear
Reference 55
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Observation 10ff4820-ca7b-49b9-9e43-7b4509e6865e · outbound
Training, Reading, and Editing Legible Transformers OpenAI Blog , year=
Reference 56
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Observation efef99e7-71ff-4fb6-996a-9d03482a5b05 · outbound
Training, Reading, and Editing Legible Transformers Advances in Neural Information Processing Systems (NeurIPS) , year=
Reference 57
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Observation 32496847-15d3-4b50-8c2e-6f4545de5f77 · outbound
Training, Reading, and Editing Legible Transformers arXiv preprint arXiv:2506.15538 , year=
Reference 58
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Observation e6cb9511-ab47-4020-be0c-38adefadde2f · outbound
Training, Reading, and Editing Legible Transformers Automatically Interpreting Millions of Features in Large Language Models
Reference 59
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Observation d00d4d54-7bdb-4701-8459-9922c8254e89 · outbound
Training, Reading, and Editing Legible Transformers Annual Meeting of the Association for Computational Linguistics (ACL) , year=
Reference 60
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Observation a9b2859f-91da-4a34-961f-045678989d81 · outbound
Training, Reading, and Editing Legible Transformers Advances in Neural Information Processing Systems (NeurIPS) , year=
Reference 61
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Observation 9c8602a9-1f72-4caf-8d83-a308b9d42268 · outbound
Training, Reading, and Editing Legible Transformers International Conference on Learning Representations (ICLR) , year=
Reference 62
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Observation 83fb9654-997a-48ce-90c7-cf0ef1d8c3eb · outbound
Training, Reading, and Editing Legible Transformers Steering Language Models With Activation Engineering
Reference 63
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Observation 0a0a71ec-9625-4ec3-a1f4-4ca98bbae227 · outbound
Training, Reading, and Editing Legible Transformers Annual Meeting of the Association for Computational Linguistics (ACL) , year=
Reference 64
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Observation d7546d70-935a-4faa-a2f7-c4e499d916eb · outbound
Training, Reading, and Editing Legible Transformers Representation Engineering: A Top-Down Approach to AI Transparency
Reference 65
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Observation a83829c6-57de-42a0-86cc-cef354efeeb4 · outbound
Training, Reading, and Editing Legible Transformers Advances in Neural Information Processing Systems (NeurIPS) , year=
Reference 66
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Observation 987e8bae-06e7-4bc0-946c-132d54f75858 · outbound
Training, Reading, and Editing Legible Transformers International Conference on Learning Representations (ICLR) , year=
Reference 67
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Observation 0786268c-e492-4d02-9a6b-12ea1b3921b7 · outbound
Training, Reading, and Editing Legible Transformers International Conference on Learning Representations (ICLR) , year=
Reference 68
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Observation 7c2390da-5407-44c1-bacd-598d04e75195 · outbound
Training, Reading, and Editing Legible Transformers Findings of EMNLP , year=
Reference 69
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Observation c179f08a-bf55-4043-a07b-8f329e90768a · outbound
Training, Reading, and Editing Legible Transformers Advances in Neural Information Processing Systems (NeurIPS) , year=
Reference 70
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Observation d8c77014-478d-4795-9af8-95c4f8da1177 · outbound
Training, Reading, and Editing Legible Transformers International Conference on Learning Representations (ICLR) , year=
Reference 71
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Observation bdf8ee9f-987e-4f3f-ac4d-087c2190a571 · outbound
Training, Reading, and Editing Legible Transformers International Conference on Learning Representations (ICLR) , year=
Reference 72
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Observation 6ffe02d2-9325-4caf-a9bd-8dd602e44bd0 · outbound
Training, Reading, and Editing Legible Transformers arXiv preprint arXiv:2510.03659 , year=
Reference 73
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Observation 1f73b222-f65e-49ae-933c-f21df051a62e · outbound
Training, Reading, and Editing Legible Transformers Neurons Speak in Ranges: Breaking Free from Discrete Neuronal Attribution
Reference 74
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Observation ea9ea9ff-b0cf-4efa-8272-7408b1bf382a · outbound
Training, Reading, and Editing Legible Transformers Unresolved cited work
Reference 75
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Observation 571ef5ab-191e-4252-bf41-30fb2bb4159a · outbound
Training, Reading, and Editing Legible Transformers , journal=
Reference 76
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Observation fbcdb90c-5d3e-489d-9eb6-adf35846f41a · outbound
Training, Reading, and Editing Legible Transformers 2023 , howpublished=
Reference 77
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Observation 3f5abae7-92e6-4b60-93cb-4394829d39ca · outbound
Training, Reading, and Editing Legible Transformers Mathematical Models of Computation in Superposition
Reference 78
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Observation 94c1b8ca-a92a-42da-aebc-7580db9829b1 · outbound
Training, Reading, and Editing Legible Transformers International Conference on Learning Representations (ICLR) , year=
Reference 79
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