Paper Citation Record · LEDGER

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective

As of 9 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2507.05962.

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

pith.paper-citation-record.v1
2507.05962 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:19:00.867734Z

measured 46 of 46 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

46 of 46 outbound references displayed

verified exact2
verified fuzzy12
unresolved32
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 91e12c2c-9482-4e20-bdb1-1dd97d4bb925 · outbound

This paper cites Gradio: Hassle-Free Sharing and Testing of ML Models in the Wild.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective Gradio: Hassle-Free Sharing and Testing of ML Models in the Wild

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T19:18:56.767117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3aca6de2-7c48-4345-a3d1-69fdaf9e91e4 · outbound

This paper cites SantaCoder: don't reach for the stars!.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective SantaCoder: don't reach for the stars!

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T19:18:56.808693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 507011ab-6270-4797-98bd-7b29979ba0ff · outbound

This paper cites Program Synthesis with Large Language Models.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective Program Synthesis with Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T19:18:56.917445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33665487-f4b5-4fad-92f4-ec10a828aed0 · outbound

This paper cites N., Hoos, H., B¨ack, T., et al.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective N., Hoos, H., B¨ack, T., et al

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:19:07.137990Z

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Observation 160c402a-b4c2-4edb-9a92-407a4fba59e9 · outbound

This paper cites G., Soares, C., and Vilalta, R.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective G., Soares, C., and Vilalta, R

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:19:06.963825Z

Source-reported events for the cited work

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Observation 18c25ef5-95d2-4831-a8d7-0003aa8c33dc · outbound

This paper cites an unresolved cited work.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:19:06.788214Z

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 9b86d62f-6e14-4437-b0f7-be90c207908b · outbound

This paper cites A Survey on Evaluating Large Language Models in Code Generation Tasks.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective A Survey on Evaluating Large Language Models in Code Generation Tasks

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T19:18:57.264731Z

Source-reported events for the cited work

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Observation def0909f-7504-4e87-8323-2cb3bd2bee63 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective Evaluating Large Language Models Trained on Code

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T19:18:57.356582Z

Source-reported events for the cited work

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Observation 95b3a4ce-991c-4181-975f-d6bb3278c130 · outbound

This paper cites an unresolved cited work.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:19:06.625400Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7fefef00-7afa-4254-b9dc-4572f1bdebcd · outbound

This paper cites Is Functional Correctness Enough to Evaluate Code Language Models? Exploring Diversity of Generated Codes.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective Is Functional Correctness Enough to Evaluate Code Language Models? Exploring Diversity of Generated Codes

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T19:18:57.541770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2085b764-8bff-4d7f-9381-f04b6e6472ac · outbound

This paper cites an unresolved cited work.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:19:06.457419Z

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 e14a235b-73e6-4ead-bf8f-c2f0babcaf52 · outbound

This paper cites AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T19:18:57.716212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a647c3cc-6cbc-4d72-9bb1-d05dcc10e8db · outbound

This paper cites an unresolved cited work.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:19:06.237838Z

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 8ad9e898-6e62-4748-a7c6-60902752ed49 · outbound

This paper cites an unresolved cited work.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:19:06.063869Z

Source-reported events for the cited work

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Observation 9c92b1bf-065f-442a-a8ed-86af91a72898 · outbound

This paper cites an unresolved cited work.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:19:05.899075Z

Source-reported events for the cited work

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Observation df0a701f-540c-4627-972a-f40b35e97896 · outbound

This paper cites an unresolved cited work.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:19:05.726495Z

Source-reported events for the cited work

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Observation 94187ba1-00ed-4346-a393-599a5e86a822 · outbound

This paper cites an unresolved cited work.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:19:05.563329Z

Source-reported events for the cited work

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Observation 846d0e6f-b03b-4eb9-bf2d-b6c2e2428789 · outbound

This paper cites an unresolved cited work.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:19:05.380504Z

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 745bfea2-0e1e-42ed-a1dd-6d5c9ab414dc · outbound

This paper cites D., and Liang, X.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective D., and Liang, X

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:19:05.202546Z

Source-reported events for the cited work

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Observation 7c66f3c7-72cc-4f84-820a-0fe32f4e64ad · outbound

This paper cites and Poirier, S.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective and Poirier, S

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:19:05.072979Z

Source-reported events for the cited work

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Observation 0e7d4cb4-32e9-45b3-8e4d-f74a18a5d7ff · outbound

This paper cites AutoProteinEngine: A Large Language Model Driven Agent Framework for Multimodal AutoML in Protein Engineering.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective AutoProteinEngine: A Large Language Model Driven Agent Framework for Multimodal AutoML in Protein Engineering

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:19:01.411643Z

Source-reported events for the cited work

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Observation cf3c7bbb-42d7-4ad9-b0ce-c10f3b3128af · outbound

This paper cites G., and Shen, Y.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective G., and Shen, Y

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:19:04.912784Z

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 9a3f7e2a-8988-40f4-b38a-1e2a3f0babcf · outbound

This paper cites G., Horv´ath, T., Cerri, R., Vanschoren, J., and De Carvalho, A.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective G., Horv´ath, T., Cerri, R., Vanschoren, J., and De Carvalho, A

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:19:04.749615Z

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 db04cf7e-e5a2-4818-aba5-2914a4d60d92 · outbound

This paper cites and Zhu, H.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective and Zhu, H

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:19:04.535755Z

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 064cd0d6-0eb2-4e25-9eb0-bbf1c47b2390 · outbound

This paper cites an unresolved cited work.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:19:04.302457Z

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 a9854608-ed36-49b9-a333-fca1a6d87362 · outbound

This paper cites L., Srinivas, V.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective L., Srinivas, V

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:19:04.062233Z

Source-reported events for the cited work

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Observation 0dfe5290-5e2c-4266-974a-fb777ecbd332 · outbound

This paper cites an unresolved cited work.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:19:03.905655Z

Source-reported events for the cited work

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Observation 8dacb926-5fea-4296-ab24-3abbcdcf12fd · outbound

This paper cites and Giraud-Carrier, C.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective and Giraud-Carrier, C

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:19:03.727595Z

Source-reported events for the cited work

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Observation d51cd1b8-c468-462c-8fc0-185d4cd6d95b · outbound

This paper cites an unresolved cited work.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:19:03.551589Z

Source-reported events for the cited work

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Observation 9e3b8698-62fb-454f-bcea-e6e5041fdf35 · outbound

This paper cites an unresolved cited work.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:19:03.391162Z

Source-reported events for the cited work

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Observation 3f9ce91f-5bc4-427a-938b-9e8e5b19c307 · outbound

This paper cites an unresolved cited work.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective Unresolved cited work

Reference 31

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Observation 863f08bf-5b78-4e60-9821-991cdd05c95b · outbound

This paper cites Operating Room Workflow Analysis via Reasoning Segmentation over Digital Twins.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective Operating Room Workflow Analysis via Reasoning Segmentation over Digital Twins

Reference 32

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Observation 7367602f-b780-4a2e-a377-645572233744 · outbound

This paper cites Online Reasoning Video Segmentation with Just-in-Time Digital Twins.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective Online Reasoning Video Segmentation with Just-in-Time Digital Twins

Reference 33

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Observation 8a3dbe91-4d75-4d94-9f1d-5af352af6b3d · outbound

This paper cites an unresolved cited work.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:19:03.022087Z

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Observation 6096306c-cddb-457e-8740-0cc2696590b4 · outbound

This paper cites D., Ng, A.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective D., Ng, A

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:19:02.833478Z

Source-reported events for the cited work

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Observation d3aa7b59-2317-4e0c-8a15-e131073becf2 · outbound

This paper cites an unresolved cited work.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:19:02.632355Z

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 61ab75f4-039d-4b05-be8d-a7ea8de2d5a3 · outbound

This paper cites C., and Antoniol, G.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective C., and Antoniol, G

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:19:02.453338Z

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Observation 8fb82867-9c9d-404d-80f9-2edc778aa2c6 · outbound

This paper cites AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML

Reference 38

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Source-reported events for the cited work

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Observation e3dfd9d3-49c7-4c31-b996-d5eb3796a0c5 · outbound

This paper cites AutoML-GPT: Large Language Model for AutoML.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective AutoML-GPT: Large Language Model for AutoML

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:19:01.137904Z

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Observation 204eadfe-0889-47b2-9c00-eb4864107ad7 · outbound

This paper cites an unresolved cited work.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:19:02.271612Z

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Observation f834c0f0-3498-44db-8100-93eb8911cbb7 · outbound

This paper cites and Shen, Y.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective and Shen, Y

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:19:02.122509Z

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Observation b38d604c-9e58-4ce0-a18a-d48310e60dea · outbound

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Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:19:01.921348Z

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Observation 3e2ae659-4147-4feb-955e-2a0749e78e41 · outbound

This paper cites Large Language Models Meet NL2Code: A Survey.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective Large Language Models Meet NL2Code: A Survey

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T19:19:00.630740Z

Source-reported events for the cited work

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Observation 80fe797f-47cd-4cbb-9c98-6afeaa06bf01 · outbound

This paper cites AutoML-GPT: Automatic Machine Learning with GPT.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective AutoML-GPT: Automatic Machine Learning with GPT

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T19:19:00.701344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a97cc55-8902-4539-a3e2-69b2b21f260a · outbound

This paper cites an unresolved cited work.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:19:01.688977Z

Source-reported events for the cited work

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Observation f46c20d5-4b32-4fc3-95c0-3a9f39be809e · outbound

This paper cites Neural Architecture Search with Reinforcement Learning.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective Neural Architecture Search with Reinforcement Learning

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T19:19:00.867734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.