Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:33:12.978413Z
Paper Citation Record · LEDGER
A Survey of LLM $\times$ DATA
As of 9 August 2026, this Paper Citation Record lists 100 of 300 outbound references and 7 inbound Pith citation observations for arXiv:2505.18458.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-30T03:28:58.816450Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T13:28:19.051903Z
Reference resolution
100 of 300 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved88
- parse uncertain12
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation deef5ada-56bf-4b11-ad2e-aaf2ae36a9f3 · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 1
- Resolution
- parse uncertain
- no resolver link, observed 2026-08-07T14:33:06.532294Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e4c4bab2-0cf1-4796-a72a-af4e1eb863ee · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:06.611622Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14bbfd85-e047-42fc-81d2-41897cc91ceb · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:06.682009Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ce47dcf-b023-47d3-9c2f-4995ae93fa47 · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:06.780637Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f2773f4-98f7-4355-9c98-3cb66b9b6a72 · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:06.832012Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8d1916be-b028-4dc2-acad-74a6241e7508 · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:06.926732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f7b53733-6f15-4cdd-a642-9475590de8e4 · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 8
- Resolution
- parse uncertain
- no resolver link, observed 2026-08-07T14:33:07.031587Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4af0c363-16eb-4184-b853-c67910b13811 · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 9
- Resolution
- parse uncertain
- no resolver link, observed 2026-08-07T14:33:07.058290Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 772662e4-111a-49c9-91e7-0652eaec334d · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 10
- Resolution
- parse uncertain
- no resolver link, observed 2026-08-07T14:33:07.061034Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ee21406-d2a2-4653-8b03-3c768b17e7ef · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 11
- Resolution
- parse uncertain
- no resolver link, observed 2026-08-07T14:33:07.104191Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 551fcdc7-a95d-404e-98a5-2deef38dfa41 · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 12
- Resolution
- parse uncertain
- no resolver link, observed 2026-08-07T14:33:07.220281Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b357e7a8-5995-439c-b6cb-05922d0de27e · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:07.363617Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e24f869e-3e8a-41c9-97e8-c4ac25c356d8 · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:07.509580Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59a43804-00e3-4da3-bb05-89ca3be024da · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:07.634740Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7baa7ee2-bff8-4c19-852b-09e0ebb9dcb2 · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:07.742918Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2526e11d-565e-47d3-9a9c-b6083f1c8cc8 · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:07.914903Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a5d3649-c715-4b99-aee6-8e78e12c299c · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:08.126851Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0025155-171a-4f7d-b4e1-d2017ef32c66 · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:08.283334Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dcf4cb49-2df5-4d50-a844-5f95b146ce10 · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 22
- Resolution
- parse uncertain
- no resolver link, observed 2026-08-07T14:33:08.352598Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93e4d5c7-58b8-4dc6-8781-51cd395db04b · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:08.595528Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5462e9ea-0ab2-4e3d-8a03-49e249ec8ba3 · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:08.772038Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40ab4c95-bc93-4fb1-acc8-41ad14c5bc81 · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 28
- Resolution
- parse uncertain
- no resolver link, observed 2026-08-07T14:33:09.015023Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18e92913-2636-40b5-ac06-1b46b119889c · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:09.153156Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea68b257-85aa-4cbd-aa43-8f5f4a5160b0 · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 30
- Resolution
- parse uncertain
- no resolver link, observed 2026-08-07T14:33:09.369692Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33364567-0b65-45cc-92c5-9039c6da36e0 · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 32
- Resolution
- parse uncertain
- no resolver link, observed 2026-08-07T14:33:09.462388Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 059a028c-d9d5-401c-a602-b96486af3091 · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 35
- Resolution
- parse uncertain
- no resolver link, observed 2026-08-07T14:33:09.687631Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b16824fc-83ec-49fa-9215-a1e911ed631c · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:09.825276Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 73f865e4-147a-46d6-bfa5-f65fd37500f4 · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:10.009827Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be9e3870-03b0-49f9-8c06-674942117b36 · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:10.172686Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ec82d4d-028a-4b54-9f93-097bdf8fa765 · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:10.292865Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 45f0b7a1-3cce-4a4f-9ba3-2e1d8b6e5908 · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:10.401115Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a1a68dd3-8990-4937-a30b-b21d0ae44ac5 · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 41
- Resolution
- parse uncertain
- no resolver link, observed 2026-08-07T14:33:10.495747Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7867a88f-f53c-4e0a-a8b4-da1bc690d6a9 · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:10.689426Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 522981e1-3657-46e7-97d8-ac52eef670e1 · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:10.803706Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f8b7b856-ee78-488b-b9ec-e1dae39f5a8a · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:10.914858Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0d4431bd-4013-4b3e-99c0-dfcc35429797 · outbound
This paper cites Effective pruning of web-scale datasets based on complexity of concept clusters.
A Survey of LLM $\times$ DATA Effective pruning of web-scale datasets based on complexity of concept clusters
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:11.026582Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 784956a4-fa3a-4274-9a30-7f88a65df49f · outbound
This paper cites SemDeDup: Data-efficient learning at web-scale through semantic deduplication.
A Survey of LLM $\times$ DATA SemDeDup: Data-efficient learning at web-scale through semantic deduplication
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:11.116630Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 36be2b93-a6c1-4af8-a8cf-54a7cbe8e1a5 · outbound
This paper cites ASRank: Zero-Shot Re-Ranking with Answer Scent for Document Retrieval.
A Survey of LLM $\times$ DATA ASRank: Zero-Shot Re-Ranking with Answer Scent for Document Retrieval
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:11.162258Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60399e7f-43b0-463c-889c-2280fd4c74f0 · outbound
This paper cites Abiteboul.
A Survey of LLM $\times$ DATA Abiteboul
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:11.207164Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d2798d4-4488-44ec-b19f-8c527c3728b8 · outbound
This paper cites Aggarwal, A.
A Survey of LLM $\times$ DATA Aggarwal, A
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:11.209807Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 04436bc9-0082-4f1c-a75b-25fcfa44a393 · outbound
This paper cites Aguerrebere, I.
A Survey of LLM $\times$ DATA Aguerrebere, I
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:11.212479Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb13955f-fdc1-4c36-8760-4fe179352c53 · outbound
This paper cites Ahmed, K.
A Survey of LLM $\times$ DATA Ahmed, K
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:11.254040Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4107553d-d326-4e2b-94e8-e58c5180f0bd · outbound
This paper cites Akbik, T.
A Survey of LLM $\times$ DATA Akbik, T
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:11.318336Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6bce50bd-572d-47b1-82fc-205be4fe2293 · outbound
This paper cites The Unreasonable Effectiveness of LLMs for Query Optimization.
A Survey of LLM $\times$ DATA The Unreasonable Effectiveness of LLMs for Query Optimization
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:11.396687Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5daf87ea-0e31-4568-a3ab-2c6099f8af10 · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:11.428254Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7649326d-e137-426d-b025-2e6c7b773dac · outbound
This paper cites A Survey on Data Selection for Language Models.
A Survey of LLM $\times$ DATA A Survey on Data Selection for Language Models
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:11.548684Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 13395d8a-e94c-4289-9887-7347d9649ddc · outbound
This paper cites Albalak, L.
A Survey of LLM $\times$ DATA Albalak, L
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:11.667794Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 79e9c2c1-1328-4613-af42-7b727613f203 · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:11.751014Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cc0d625b-2f9e-4cfb-b2cb-95520bed0cd4 · outbound
This paper cites LEDD: Large Language Model-Empowered Data Discovery in Data Lakes.
A Survey of LLM $\times$ DATA LEDD: Large Language Model-Empowered Data Discovery in Data Lakes
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:11.809233Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6983f761-f685-4e04-8df4-ad70f3e5424c · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:11.882719Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 67d200d9-767a-4de7-a19f-c6f6b0785b7d · outbound
This paper cites Angles and C.
A Survey of LLM $\times$ DATA Angles and C
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:11.941584Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cad70479-0978-461c-9cb0-d414cabc9110 · outbound
This paper cites Perplexed by Perplexity: Perplexity-Based Data Pruning With Small Reference Models.
A Survey of LLM $\times$ DATA Perplexed by Perplexity: Perplexity-Based Data Pruning With Small Reference Models
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.009961Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab102c24-e522-4b23-b9fb-a2b98582c714 · outbound
This paper cites Appalaraju, P.
A Survey of LLM $\times$ DATA Appalaraju, P
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.067938Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0cc6c85-a7fc-4947-9713-987358a6a985 · outbound
This paper cites Arora, B.
A Survey of LLM $\times$ DATA Arora, B
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.143670Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0bcc0a66-3e83-47ef-b5f1-7647ffb53a27 · outbound
This paper cites Efficient Large Scale Language Modeling with Mixtures of Experts.
A Survey of LLM $\times$ DATA Efficient Large Scale Language Modeling with Mixtures of Experts
Reference 64
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.148766Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc08d9ca-c770-448d-8295-cbc4a4ec7f3c · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 65
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.211523Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 63dfd1a0-6bae-4bab-9ed2-face421ac430 · outbound
This paper cites NLU on Data Diets: Dynamic Data Subset Selection for NLP Classification Tasks.
A Survey of LLM $\times$ DATA NLU on Data Diets: Dynamic Data Subset Selection for NLP Classification Tasks
Reference 66
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.304107Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec149db7-41f7-40de-a9f1-4a7bb92a5b91 · outbound
This paper cites Audibert, Y.
A Survey of LLM $\times$ DATA Audibert, Y
Reference 67
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.385146Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ecb0f4c-edc5-4c54-857c-d4c42ee9ca1e · outbound
This paper cites Ayoola, S.
A Survey of LLM $\times$ DATA Ayoola, S
Reference 68
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.553722Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a3bc321-1f00-4ef8-876f-1e66dc63c092 · outbound
This paper cites Qwen Technical Report.
Reference 69
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.636654Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7667b81a-d0d3-42dd-8818-9dec25e13e48 · outbound
This paper cites Qwen2.5-VL Technical Report.
Reference 70
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.698750Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c11d0864-038f-4ed8-9896-746146243cbf · outbound
This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.
A Survey of LLM $\times$ DATA Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback
Reference 71
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.775855Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3341eb4d-a23a-4a66-9b2b-f9bf7a5bef68 · outbound
This paper cites Pneuma: Leveraging LLMs for Tabular Data Representation and Retrieval in an End-to-End System.
A Survey of LLM $\times$ DATA Pneuma: Leveraging LLMs for Tabular Data Representation and Retrieval in an End-to-End System
Reference 72
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.859242Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 82abc315-1d7c-4ef9-abf7-6fdb1100dbd5 · outbound
This paper cites Barbaresi.
A Survey of LLM $\times$ DATA Barbaresi
Reference 73
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.864660Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 15b150a2-7b97-4d55-8344-31059177e7d9 · outbound
This paper cites Exploring LLM Agents for Cleaning Tabular Machine Learning Datasets.
A Survey of LLM $\times$ DATA Exploring LLM Agents for Cleaning Tabular Machine Learning Datasets
Reference 74
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.867763Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c4eb9012-28cf-48c5-a199-fcc84cb1a77c · outbound
This paper cites Formalizing BPE Tokenization.
Reference 75
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.870964Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a0212ea-5d01-41c5-a6c7-92c164461d52 · outbound
This paper cites Bevendorff, S.
A Survey of LLM $\times$ DATA Bevendorff, S
Reference 76
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.874787Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6d7719b-8d02-4480-958f-1f632c10946c · outbound
This paper cites Biderman, U.
A Survey of LLM $\times$ DATA Biderman, U
Reference 77
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.877664Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 116e5dee-60da-44af-b55c-86747c6f2f69 · outbound
This paper cites Biester, M.
A Survey of LLM $\times$ DATA Biester, M
Reference 78
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.880656Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7543105b-8659-4965-8c14-978e84de8832 · outbound
This paper cites Borthakur et al.
A Survey of LLM $\times$ DATA Borthakur et al
Reference 79
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.884320Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8561787-948b-49c2-8169-0c635569fcf2 · outbound
This paper cites CoLoR-Filter: Conditional Loss Reduction Filtering for Targeted Language Model Pre-training.
A Survey of LLM $\times$ DATA CoLoR-Filter: Conditional Loss Reduction Filtering for Targeted Language Model Pre-training
Reference 80
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.887313Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da1c8e05-658c-4321-b870-859b02cddcb3 · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 81
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.891006Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0d210d2-d92f-4dcd-98dd-4b418cb1e5c5 · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 82
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.893610Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d7cdc1ee-bef4-402c-8199-76a42e4fd249 · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 83
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.896351Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16e7db2c-f332-4fa9-bbe5-5e83e1d9133f · outbound
This paper cites Instruction Mining: Instruction Data Selection for Tuning Large Language Models.
A Survey of LLM $\times$ DATA Instruction Mining: Instruction Data Selection for Tuning Large Language Models
Reference 84
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.899936Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d1198e9-1a13-470a-85f8-5b27a36b8f3b · outbound
This paper cites Casey, K.
A Survey of LLM $\times$ DATA Casey, K
Reference 85
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.903648Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 859a4282-0d9c-4c5d-a8f4-3a57569679e2 · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 86
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.906612Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c6dbd24-41cc-4ef9-a76e-d9b4bc4562f8 · outbound
This paper cites Chang, Z.
A Survey of LLM $\times$ DATA Chang, Z
Reference 87
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.910423Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a23b23d7-a5dc-40f7-96c0-477ec03e6c3d · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 88
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.913982Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b8a0999-28ee-4401-a87b-329f8e18d665 · outbound
This paper cites Che, X.-L.
A Survey of LLM $\times$ DATA Che, X.-L
Reference 89
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.917002Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fedaf089-365f-4237-8859-905a682d1c0a · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 90
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.919878Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66fea8f9-aea5-405f-b095-96eab2be1349 · outbound
This paper cites Data-Juicer Sandbox: A Feedback-Driven Suite for Multimodal Data-Model Co-development.
A Survey of LLM $\times$ DATA Data-Juicer Sandbox: A Feedback-Driven Suite for Multimodal Data-Model Co-development
Reference 91
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.922910Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e1b02181-3a81-4300-a01c-574aa08769c7 · outbound
This paper cites On the Diversity of Synthetic Data and its Impact on Training Large Language Models.
A Survey of LLM $\times$ DATA On the Diversity of Synthetic Data and its Impact on Training Large Language Models
Reference 92
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.926530Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce8b472c-8fca-4410-8233-2259c968e0e9 · outbound
This paper cites Towards Effective and Efficient Continual Pre-training of Large Language Models.
A Survey of LLM $\times$ DATA Towards Effective and Efficient Continual Pre-training of Large Language Models
Reference 93
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.929690Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 68607df9-c1c7-491a-8c5b-d42a8ea9e218 · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 94
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.932756Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 848c34ad-a52b-4e7d-b499-02213c9818ea · outbound
This paper cites Evaluating Large Language Models Trained on Code.
A Survey of LLM $\times$ DATA Evaluating Large Language Models Trained on Code
Reference 95
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.935853Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9fbebb1f-2880-4cf0-8a6f-0e0808cbaefa · outbound
This paper cites Automatic Database Configuration Debugging using Retrieval-Augmented Language Models.
A Survey of LLM $\times$ DATA Automatic Database Configuration Debugging using Retrieval-Augmented Language Models
Reference 96
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.938481Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33b9b32f-41ca-404a-9f80-a5be94a20610 · outbound
This paper cites Dense X Retrieval: What Retrieval Granularity Should We Use?.
A Survey of LLM $\times$ DATA Dense X Retrieval: What Retrieval Granularity Should We Use?
Reference 97
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.941088Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eabe7462-6ae3-49e7-9c65-7797624d4980 · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 98
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.944483Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0691dff5-2c15-4e52-8dd7-fb51a2729c7c · outbound
This paper cites Instruction Pre-Training: Language Models are Supervised Multitask Learners.
A Survey of LLM $\times$ DATA Instruction Pre-Training: Language Models are Supervised Multitask Learners
Reference 99
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.947220Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 31e23037-8380-4531-b4b4-7113e01b93c4 · outbound
This paper cites Cheng, Z.
A Survey of LLM $\times$ DATA Cheng, Z
Reference 100
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.950462Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2b9e36e-de22-4217-8e5e-fce8fe33eb44 · outbound
This paper cites xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token.
A Survey of LLM $\times$ DATA xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token
Reference 101
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.953282Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1aae446f-c180-4a15-83c7-39e060879a3b · outbound
This paper cites Adapting Language Models to Compress Contexts.
A Survey of LLM $\times$ DATA Adapting Language Models to Compress Contexts
Reference 102
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.956394Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf4bca4a-108e-4f68-a463-85efa9b4cf74 · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 103
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.960374Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4b599c41-05a5-4208-933e-69b6daa66a92 · outbound
This paper cites Chowdhery, S.
A Survey of LLM $\times$ DATA Chowdhery, S
Reference 104
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.963528Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c107aa3f-8bd6-4c73-acf9-1a6ffe561af0 · outbound
This paper cites Christ, S.
A Survey of LLM $\times$ DATA Christ, S
Reference 105
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.966123Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e1cab187-a531-45fd-9f76-0a1dbceaa06c · outbound
This paper cites Training Verifiers to Solve Math Word Problems.
A Survey of LLM $\times$ DATA Training Verifiers to Solve Math Word Problems
Reference 106
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.969526Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b2682aa-9a9f-47e2-8a6f-25ef33fc9e0b · outbound
This paper cites an unresolved cited work.
A Survey of LLM $\times$ DATA Unresolved cited work
Reference 107
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.972194Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5c8b0ec-a233-4540-a246-9a889497cdba · outbound
This paper cites Colson, P.
A Survey of LLM $\times$ DATA Colson, P
Reference 108
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.975639Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3527e6e8-9ca3-40f3-bebb-3a5a3542b77f · outbound
This paper cites Computer.
A Survey of LLM $\times$ DATA Computer
Reference 109
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:12.978413Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation b6c8e5b5-221f-4469-820e-eb893ff774c5 · inbound
Talking Trees: Reasoning-Assisted Induction of Decision Trees for Tabular Data cites this paper.
Talking Trees: Reasoning-Assisted Induction of Decision Trees for Tabular Data A Survey of LLM $\times$ DATA
Reference 21
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T22:05:41.496889Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6cd29bee-db9e-4826-a836-670035d02bdf · inbound
Automating Database-Native Function Code Synthesis with LLMs cites this paper.
Automating Database-Native Function Code Synthesis with LLMs A Survey of LLM $\times$ DATA
Reference 57
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T21:23:17.862198Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 96f9f9a2-f703-4337-8b4d-a2207f90ea75 · inbound
Tracing the Roots: A Multi-Agent Framework for Uncovering Data Lineage in Post-Training LLMs cites this paper.
Tracing the Roots: A Multi-Agent Framework for Uncovering Data Lineage in Post-Training LLMs A Survey of LLM $\times$ DATA
Reference 65
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T09:06:00.528654Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation da8508cb-edb5-4ed4-9109-5fe7d605ee18 · inbound
Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code cites this paper.
Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code A Survey of LLM $\times$ DATA
Reference 156
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T17:26:04.586614Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f1695cae-b2e6-45ae-9993-8b58144b2b9a · inbound
PrepBench: How Far Are We from Natural-Language-Driven Data Preparation? cites this paper.
PrepBench: How Far Are We from Natural-Language-Driven Data Preparation? A Survey of LLM $\times$ DATA
Reference 60
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T08:31:25.445992Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b6faa145-283d-4aa0-ab9a-6abc31326b15 · inbound
LLMs+Graphs: Toward Graph-Native, Synergistic AI Systems cites this paper.
LLMs+Graphs: Toward Graph-Native, Synergistic AI Systems A Survey of LLM $\times$ DATA
Reference 83
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T13:28:19.053336Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4c7a7979-7bf5-4c1c-ae5b-7da36b0dbe66 · inbound
MaDI-Bench: An End-to-End Data Integration Benchmark cites this paper.
MaDI-Bench: An End-to-End Data Integration Benchmark A Survey of LLM $\times$ DATA
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T03:34:13.312660Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.