Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T15:24:31.344123Z
Paper Citation Record · LEDGER
As of 19 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 0 inbound Pith citation observations for arXiv:2608.00432.
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 2026-08-15T15:24:31.344123Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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
66 of 66 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation e493704e-d9a9-4d8e-8c91-887850c10c30 · outbound
Deep Research Pretraining via Predictive Navigation Attention is All you Need , url =
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c04d3b3b-c318-4e88-a74f-7ea04f254efe · outbound
Deep Research Pretraining via Predictive Navigation 2019 , eprint=
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f69467d-74aa-41bd-baf2-3b9278f87a22 · outbound
Deep Research Pretraining via Predictive Navigation 2023 , eprint=
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c7a41edc-dc05-4dbe-8628-c8628a3524fe · outbound
Deep Research Pretraining via Predictive Navigation 2021 , eprint=
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0692ce3f-a7ed-4ed0-bd43-9e5d0fa91365 · outbound
Deep Research Pretraining via Predictive Navigation 2025 , eprint=
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ea18845-33d5-4099-bc1e-f1b48f2ec9ee · outbound
Deep Research Pretraining via Predictive Navigation 2025 , publisher =
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e88fd22e-a032-460f-8f73-741d6d65625f · outbound
Deep Research Pretraining via Predictive Navigation 2024 , eprint=
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d93b2246-72c9-4bbf-8168-257aa02694f3 · outbound
Deep Research Pretraining via Predictive Navigation Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 498270a9-cb35-41b0-a103-9bdea5912d52 · outbound
Deep Research Pretraining via Predictive Navigation Unresolved cited work
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27de8dd5-8a3d-493a-aea0-aa167c858294 · outbound
Deep Research Pretraining via Predictive Navigation Second Conference on Language Modeling , year=
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0377cfef-ae4e-447f-b8f6-7c34ae7a5220 · outbound
Deep Research Pretraining via Predictive Navigation 2025 , eprint=
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ec06810-505a-4a97-afb2-08777abf2ca3 · outbound
Deep Research Pretraining via Predictive Navigation 2024 , eprint=
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a9f2fe4c-8bc5-47f3-a4bb-2f7158e32beb · outbound
Deep Research Pretraining via Predictive Navigation GLM-5: from Vibe Coding to Agentic Engineering
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42194bba-2496-4d66-879b-14c83191c240 · outbound
Deep Research Pretraining via Predictive Navigation Nemotron- CC : Transforming C ommon C rawl into a Refined Long-Horizon Pretraining Dataset
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation af20e2ac-71ca-4ced-8008-2830e85979a0 · outbound
Deep Research Pretraining via Predictive Navigation 2024 , eprint=
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation abf8597e-f35b-4368-8aa7-a44158696689 · outbound
Deep Research Pretraining via Predictive Navigation Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1dd266f6-ed96-4872-88a5-0c3cf797f87f · outbound
Deep Research Pretraining via Predictive Navigation Theory of spin and orbital charge conversion at the surface states of Bi_{1-x}Sb_x topological insulator
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83dec9e9-0620-4541-ab74-a7ece52c18cd · outbound
Deep Research Pretraining via Predictive Navigation Know What You Don't Know: Unanswerable Questions for SQuAD
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b8f6f04-a807-4dd3-b625-f9829dfb20c2 · outbound
Deep Research Pretraining via Predictive Navigation DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 85a258d7-d7ee-4c2c-a997-dafb43a05246 · outbound
Deep Research Pretraining via Predictive Navigation Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c2fd94d-212e-4ca4-8c28-3eeef240eab2 · outbound
Deep Research Pretraining via Predictive Navigation TruthfulQA: Measuring How Models Mimic Human Falsehoods
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed41a113-0d2c-4185-89a8-df8c141cea65 · outbound
Deep Research Pretraining via Predictive Navigation Communications of the ACM , volume=
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d533f522-2fdd-498b-ad7a-c9ba87524b6c · outbound
Deep Research Pretraining via Predictive Navigation Proceedings of the AAAI conference on artificial intelligence , volume=
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1e96d75-77e7-42ad-9b7e-6814daad9029 · outbound
Deep Research Pretraining via Predictive Navigation Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics , pages=
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c87e09cf-76b5-43e4-b3c0-bec187b11110 · outbound
Deep Research Pretraining via Predictive Navigation Training Verifiers to Solve Math Word Problems
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c687103-174f-4d64-94e6-8be5834e4567 · outbound
Deep Research Pretraining via Predictive Navigation Unresolved cited work
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c16e7684-a3cd-425a-8866-92a78dd0325a · outbound
Deep Research Pretraining via Predictive Navigation TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 582fe0a1-72d9-4dce-bb84-2ee3e8bc055d · outbound
Deep Research Pretraining via Predictive Navigation BeyondWeb: Lessons from Scaling Synthetic Data for Trillion-scale Pretraining
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 401f8217-4734-4578-8cb6-d58cd59c6237 · outbound
Deep Research Pretraining via Predictive Navigation 2025 , eprint =
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8a4776f0-913e-47e2-a5d0-6771b89319d5 · outbound
Deep Research Pretraining via Predictive Navigation Unresolved cited work
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e8f2c011-b36e-458c-b6bf-6f7d68dbca99 · outbound
Deep Research Pretraining via Predictive Navigation The Fourteenth International Conference on Learning Representations , year =
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f3ec747a-4f67-45b6-b45e-2751de356e63 · outbound
Deep Research Pretraining via Predictive Navigation 2025 , eprint =
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d03bfbbb-cb47-4235-8fc7-faae21d0e08d · outbound
Deep Research Pretraining via Predictive Navigation 2025 , eprint =
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b88c11ac-3d4c-4afc-a3c1-69bc47188801 · outbound
Deep Research Pretraining via Predictive Navigation 2025 , eprint =
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3adf626e-e49f-4ac3-a4ce-d8ca2dffe7ea · outbound
Deep Research Pretraining via Predictive Navigation 2026 , eprint =
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation bdf8f399-bc3d-4e9e-aa17-3d4f61a71068 · outbound
Deep Research Pretraining via Predictive Navigation 2025 , eprint =
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1f1b9022-5958-4e25-9e02-2467d75f42a7 · outbound
Deep Research Pretraining via Predictive Navigation 2025 , eprint =
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a453c3f1-fce6-4c4d-871f-4349f165c82e · outbound
Deep Research Pretraining via Predictive Navigation 2025 , eprint =
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2e472f88-1791-4afc-95bc-5743a0336ab8 · outbound
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 764923af-1c5e-4e8b-914d-3ed578876942 · outbound
Deep Research Pretraining via Predictive Navigation 2026 , eprint =
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation bcc1cd82-aea7-4082-bb86-eb14b7d420f9 · outbound
Deep Research Pretraining via Predictive Navigation How Can We Synthesize High-Quality Pretraining Data? A Systematic Study of Prompt Design, Generator Model, and Source Data
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1e9350b6-74c4-42d1-a240-d77657c4b111 · outbound
Deep Research Pretraining via Predictive Navigation 2025 , eprint =
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c2213b55-9716-4f19-8e45-b754e2bae79d · outbound
Deep Research Pretraining via Predictive Navigation 2024 , eprint =
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 58397e27-c36f-496b-9059-bc3d364118f2 · outbound
Deep Research Pretraining via Predictive Navigation 2021 , eprint =
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b0c2c536-1f7c-4169-9195-f4f053c29f08 · outbound
Deep Research Pretraining via Predictive Navigation International Conference on Learning Representations , year =
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eebc35ed-ea7e-4267-b970-01382d5497fc · outbound
Deep Research Pretraining via Predictive Navigation Don't Stop Pretraining: Adapt Language Models to Domains and Tasks , booktitle =
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation fdf8f35a-cdd7-4899-ac99-b4b0d04801d8 · outbound
Deep Research Pretraining via Predictive Navigation Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics , year =
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6b93c590-2bc7-4fb4-9cf4-bbf43c2ea602 · outbound
Deep Research Pretraining via Predictive Navigation unarXive 2024: A Large-Scale Scientific Corpus for Citation-Aware Retrieval and Generation , year =
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 79a44315-89c2-4b2e-8b76-a82394dff536 · outbound
Deep Research Pretraining via Predictive Navigation 2025 , howpublished =
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5774c178-8ac7-4373-83da-cd72542dfdab · outbound
Deep Research Pretraining via Predictive Navigation International Conference on Learning Representations , year =
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06e189f0-3660-43d1-b996-17a79a83e235 · outbound
Deep Research Pretraining via Predictive Navigation , title =
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd23ea95-793f-4223-a273-f566370d18af · outbound
Deep Research Pretraining via Predictive Navigation 2018 , eprint =
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 633d2244-b589-49a8-803d-160d7d1975ea · outbound
Deep Research Pretraining via Predictive Navigation Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing , year =
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da0bec2b-e364-46d7-a08a-4fda1fc6d6e7 · outbound
Deep Research Pretraining via Predictive Navigation Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics , year =
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 529499cb-69df-4951-9a5d-e79f99cf858c · outbound
Deep Research Pretraining via Predictive Navigation Proceedings of the AAAI Conference on Artificial Intelligence , year =
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 36ec66e8-0bcc-44b2-b9f5-f0d84ef5df90 · outbound
Deep Research Pretraining via Predictive Navigation 2021 , eprint =
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 042b3160-2bdc-40c9-9923-9761bc963386 · outbound
Deep Research Pretraining via Predictive Navigation Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics , year =
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05881750-7a94-4c3b-8dba-682846314df0 · outbound
Deep Research Pretraining via Predictive Navigation Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics , year =
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4dc9a53b-8d52-494c-8e55-ca29139a3263 · outbound
Deep Research Pretraining via Predictive Navigation Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics , year =
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 815e1700-de38-4838-ae6f-01c180654036 · outbound
Deep Research Pretraining via Predictive Navigation and Salakhutdinov, Ruslan and Manning, Christopher D
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd42abaf-479b-4b81-9f6d-43729fb9e726 · outbound
Deep Research Pretraining via Predictive Navigation Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics , year =
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0f54b9ba-ba37-4117-b013-85b074ba8f79 · outbound
Deep Research Pretraining via Predictive Navigation Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics , year =
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2306ba39-d2b3-4cda-8485-de4759fad2bf · outbound
Deep Research Pretraining via Predictive Navigation Proceedings of the 28th International Conference on Computational Linguistics , year =
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5865d832-556a-4e76-bcee-c2d4fedf8eb0 · outbound
Deep Research Pretraining via Predictive Navigation Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics , year =
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a0567f88-ebef-4a32-9ad7-92c168ae6437 · outbound
Deep Research Pretraining via Predictive Navigation Transactions of the Association for Computational Linguistics , volume =
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 60cbaf21-67a9-4363-a88c-6f31b4906929 · outbound
Deep Research Pretraining via Predictive Navigation WRAP++: Web discoveRy Amplified Pretraining
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
No inbound Pith citation observations are available.