Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T16:39:33.444980Z
Paper Citation Record · LEDGER
LightAutoDS-Tab: Multi-AutoML Agentic System for Tabular Data
As of 8 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2507.13413.
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 2026-08-08T06:32:00.761636+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
Reference resolution
26 of 26 outbound references displayed
- verified exact0
- verified fuzzy7
- unresolved17
- parse uncertain2
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 90d38227-504d-4c06-bfce-d3885d4f399a · outbound
This paper cites an unresolved cited work.
LightAutoDS-Tab: Multi-AutoML Agentic System for Tabular Data Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T16:39:40.198123Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cf7bde60-ce1b-4263-a1ec-364aa4343e53 · outbound
This paper cites This code is autogenerated and will be regenerated upon project restarts.
LightAutoDS-Tab: Multi-AutoML Agentic System for Tabular Data This code is autogenerated and will be regenerated upon project restarts
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:39:40.049767Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8abdedab-0aa8-4175-ae13-a0ac3d8dec0e · outbound
This paper cites an unresolved cited work.
LightAutoDS-Tab: Multi-AutoML Agentic System for Tabular Data Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T16:39:39.866629Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 61a8e476-31c6-4bc8-857e-c4c9eed05fd9 · outbound
This paper cites r2-score.
LightAutoDS-Tab: Multi-AutoML Agentic System for Tabular Data r2-score
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:39:39.645225Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 28932887-8b23-426f-9fbe-8e9d0f8bbc7a · outbound
This paper cites an unresolved cited work.
LightAutoDS-Tab: Multi-AutoML Agentic System for Tabular Data Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T16:39:38.390237Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c6db1bee-1771-43a6-9e20-5edb6784610e · outbound
This paper cites an unresolved cited work.
LightAutoDS-Tab: Multi-AutoML Agentic System for Tabular Data Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T16:39:39.390692Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f996a773-45fb-4cde-8e6a-b18b6785947b · outbound
This paper cites an unresolved cited work.
LightAutoDS-Tab: Multi-AutoML Agentic System for Tabular Data Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T16:39:39.198595Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 865a5b4b-b209-4b57-9185-fc5d0605a80d · outbound
This paper cites an unresolved cited work.
LightAutoDS-Tab: Multi-AutoML Agentic System for Tabular Data Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T16:39:38.958039Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ecb9d08d-005d-4599-ad3b-a5dafcd50949 · outbound
This paper cites 4.1 Data type: 4.1.1.
LightAutoDS-Tab: Multi-AutoML Agentic System for Tabular Data 4.1 Data type: 4.1.1
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:39:38.682964Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c9af430e-adf3-424f-8d4f-4705dd186ed2 · outbound
This paper cites an unresolved cited work.
LightAutoDS-Tab: Multi-AutoML Agentic System for Tabular Data Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T16:39:38.099424Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4c07e056-fc3a-41b4-973a-6e0bf5e17e5c · outbound
This paper cites an unresolved cited work.
LightAutoDS-Tab: Multi-AutoML Agentic System for Tabular Data Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T16:39:37.885122Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6b700f48-5faf-4c88-85e1-673cfb8b3e74 · outbound
This paper cites Ensure that the analysis is thorough, with a strong emphasis on :.
LightAutoDS-Tab: Multi-AutoML Agentic System for Tabular Data Ensure that the analysis is thorough, with a strong emphasis on :
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:39:37.556848Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a15f3629-de9a-4128-bf4d-a72d072e2666 · outbound
This paper cites an unresolved cited work.
LightAutoDS-Tab: Multi-AutoML Agentic System for Tabular Data Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T16:39:37.285193Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 73299498-b797-4470-840b-f7640d7654a5 · outbound
This paper cites an unresolved cited work.
LightAutoDS-Tab: Multi-AutoML Agentic System for Tabular Data Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T16:39:37.044790Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 442527a7-3d96-4df1-ab04-3c01983d4689 · outbound
This paper cites an unresolved cited work.
LightAutoDS-Tab: Multi-AutoML Agentic System for Tabular Data Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T16:39:36.733219Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 76f777c1-510e-4d8b-929a-8ea37454e3e3 · outbound
This paper cites an unresolved cited work.
LightAutoDS-Tab: Multi-AutoML Agentic System for Tabular Data Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T16:39:36.463528Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 13c5ed4c-e11c-4272-85a8-b7de7b24d27b · outbound
This paper cites Normalization ensures all features are on the same scale, improving model performance. For example, a scaling process converts values like 'age' (5-90) to 0-1.
LightAutoDS-Tab: Multi-AutoML Agentic System for Tabular Data Normalization ensures all features are on the same scale, improving model performance. For example, a scaling process converts values like 'age' (5-90) to 0-1
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:39:36.144326Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4266ee10-8b23-4b55-8617-281793f51826 · outbound
This paper cites an unresolved cited work.
LightAutoDS-Tab: Multi-AutoML Agentic System for Tabular Data Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T16:39:35.818167Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 947b59ac-e19d-4a65-aaea-d250d9cd69bd · outbound
This paper cites an unresolved cited work.
LightAutoDS-Tab: Multi-AutoML Agentic System for Tabular Data Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T16:39:35.545890Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 693f9e04-2cc7-4c38-b8fa-8db5253da5bd · outbound
This paper cites an unresolved cited work.
LightAutoDS-Tab: Multi-AutoML Agentic System for Tabular Data Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T16:39:35.212787Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b2af07f9-e3bf-4f07-80ff-34da99e48229 · outbound
This paper cites an unresolved cited work.
LightAutoDS-Tab: Multi-AutoML Agentic System for Tabular Data Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T16:39:34.866004Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fb249302-dd2d-4fd5-bf4a-075eac91fd4a · outbound
This paper cites an unresolved cited work.
LightAutoDS-Tab: Multi-AutoML Agentic System for Tabular Data Unresolved cited work
Reference 23
- Resolution
- parse uncertain
- raw_fallback, observed 2026-08-06T16:39:34.604527Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 62003413-2cbf-46a0-b8cd-af80a01a04c1 · outbound
This paper cites an unresolved cited work.
LightAutoDS-Tab: Multi-AutoML Agentic System for Tabular Data Unresolved cited work
Reference 24
- Resolution
- parse uncertain
- raw_fallback, observed 2026-08-06T16:39:34.285809Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1b10de3b-49e0-4cc1-869d-a47e8c3f09a5 · outbound
This paper cites Accuracy tells us how often the model gets it right.
LightAutoDS-Tab: Multi-AutoML Agentic System for Tabular Data Accuracy tells us how often the model gets it right
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:39:33.999500Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c8c69b0b-bda7-407e-86ea-c49b943292c5 · outbound
This paper cites This model predicts X with an accuracy of Y%, demonstrating its potential in Z applications.
LightAutoDS-Tab: Multi-AutoML Agentic System for Tabular Data This model predicts X with an accuracy of Y%, demonstrating its potential in Z applications
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T16:39:33.708660Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 37ba32bd-1e1a-46ba-bb41-a2b436ab305f · outbound
This paper cites AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data.
LightAutoDS-Tab: Multi-AutoML Agentic System for Tabular Data AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
Reference 2020
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:39:29.556134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.