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Paper Citation Record · LEDGER

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models

As of 19 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 1 inbound Pith citation observation for arXiv:2506.23465.

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

pith.paper-citation-record.v1
2506.23465 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:45:05.916706Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:17:51.479774Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T15:17:51.741652Z

Reference resolution

43 of 43 outbound references displayed

  • verified exact5
  • verified fuzzy11
  • unresolved26
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 55bf3079-53fc-436c-a321-6de8a78510a6 · outbound

This paper cites Mohammadi, V.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Mohammadi, V

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:45:12.399093Z

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.

source=pdf_text observed=2026-08-06T21:45:02.579827Z digest=sha256:d85a652a5584b3f800e4bb6b52d79ae617855480b27208fd89567381d6f26d39

Observation 2b75c884-0690-40f9-a76e-f60c214cd1b9 · outbound

This paper cites an unresolved cited work.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:45:12.248213Z

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.

source=pdf_text observed=2026-08-06T21:45:02.657271Z digest=sha256:394d28962c97c674ffbdde2b672059023cf19ae40c127bdb448cfe27d0ce2514

Observation ad57c8fd-6885-403c-a6eb-1bbe39e1c7df · outbound

This paper cites Jandaghi, X.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Jandaghi, X

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:45:11.978629Z

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.

source=pdf_text observed=2026-08-06T21:45:02.741921Z digest=sha256:ac678eac488881ddab12f3efea608fc22cad93c769d2b616d88bd2eab15553c3

Observation 7fb3e538-70fb-4adb-96b9-b5a3b640518c · outbound

This paper cites Borazjani, P.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Borazjani, P

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T21:45:02.796089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:45:02.796089Z digest=sha256:7fd23f0decbd859af08e9321dc56509704191bee5a00aa8089d67bff4e1ffaec

Observation 146e7c41-7c92-422a-b941-fe5fbcc8401c · outbound

This paper cites Hosseinzadeh, M.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Hosseinzadeh, M

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:45:11.800947Z

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.

source=pdf_text observed=2026-08-06T21:45:02.853879Z digest=sha256:42a28bd072f3fe2963f87b1dfc0dd1be8f23894a0d6296ac291c3e173fa3c71d

Observation 050a8196-764d-47a0-9acc-7693286d3dc9 · outbound

This paper cites Safari, S.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Safari, S

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:45:11.614869Z

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.

source=pdf_text observed=2026-08-06T21:45:02.906397Z digest=sha256:3f38a4c0dca4b817f162aa09346aaa469ee42af3c78ee7a1b830eed78b58bbfb

Observation 3d0f0cb6-9f7e-4e9f-ae6d-7ea6fb27a681 · outbound

This paper cites Rezvani Boroujeni, H.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Rezvani Boroujeni, H

Reference 7

Resolution
verified exact
doi, observed 2026-08-06T21:45:06.339928Z

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.

source=pdf_text observed=2026-08-06T21:45:02.974302Z digest=sha256:f24e12b8350422a71100e47ebc893e5fb01a542de7433b996023861ff00243dd

Observation 112267d9-703c-435f-9f47-8cb075c0f9bb · outbound

This paper cites an unresolved cited work.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:45:11.447329Z

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.

source=pdf_text observed=2026-08-06T21:45:03.045637Z digest=sha256:2079ab1439e97df5e0427acc3f1710a067f5e5c93b3df08af05b62ffcf3b0b30

Observation f6d7e931-afb2-4edd-aae1-fcf34e2eead4 · outbound

This paper cites Drost, M.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Drost, M

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:45:11.280092Z

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.

source=pdf_text observed=2026-08-06T21:45:03.099954Z digest=sha256:162454e533897bff8145d1fd46b75e77fab22d2d8a94d712b2156756ae76bc29

Observation 47557269-2cbe-4741-af78-b1c4553d911c · outbound

This paper cites A Survey on Data Cleaning Methods for Improved Machine Learning Model Performance.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models A Survey on Data Cleaning Methods for Improved Machine Learning Model Performance

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T21:45:03.164130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:45:03.164130Z digest=sha256:46ae16c7ad156ba467bc481f9677552db03fc8755adc0ffeb7d183f52d3d0481

Observation f152628f-7c60-4f97-a645-62885de15bd9 · outbound

This paper cites Fr´ enay, A.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Fr´ enay, A

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:45:11.134519Z

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.

source=pdf_text observed=2026-08-06T21:45:03.216743Z digest=sha256:221beb3930aad4f283f647df47d0ba4b150bbf20c57ada9597611eaf05cafcc4

Observation 2fc2aca6-0032-4821-9eba-92164bfe4e4f · outbound

This paper cites Frenay, M.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Frenay, M

Reference 12

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T21:45:07.225442Z

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.

source=pdf_text observed=2026-08-06T21:45:03.296025Z digest=sha256:a0b30a0682776384b1233ffead29d1deb0ffdbca221e64d9676e80c63d1da5a7

Observation c48a3931-f97e-43e1-8f2a-b44bc21e521e · outbound

This paper cites an unresolved cited work.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T21:45:03.356062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:45:03.356062Z digest=sha256:0815f830dff66cb67722345c523c733dd3d5fa671158169c66b221580c6d5e9a

Observation 98bfa719-88a0-470d-9512-f1c04b95a560 · outbound

This paper cites an unresolved cited work.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:45:10.938811Z

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.

source=pdf_text observed=2026-08-06T21:45:03.401906Z digest=sha256:3987536deb860b2121e33453a6ff8a117c80eaabc6061e46d8c4636540771f4a

Observation 5d2e8a70-9f88-4e9d-8cc7-1e2cd84dc0dd · outbound

This paper cites Learning From Noisy Singly-labeled Data.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Learning From Noisy Singly-labeled Data

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-06T21:45:06.888527Z

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.

source=pdf_text observed=2026-08-06T21:45:03.442365Z digest=sha256:224308c35bb11077efec06ae007316005f66e02f62ccd4202cd80556368e68e1

Observation 948721fe-04a2-4ef9-b688-2315bac2ad0e · outbound

This paper cites an unresolved cited work.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:45:10.786926Z

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.

source=pdf_text observed=2026-08-06T21:45:03.516358Z digest=sha256:ab28fc10944acd13b9a94e3950b4b00d879e3d2913afa3ebcba69785d95ebe0e

Observation 909d882b-9549-44ee-9251-4809159f149c · outbound

This paper cites Schroff, A.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Schroff, A

Reference 17

Resolution
verified exact
doi, observed 2026-08-06T21:45:06.232003Z

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.

source=pdf_text observed=2026-08-06T21:45:03.571380Z digest=sha256:546051a4936e13cba5eec5decc3094b876016e50208fea9e3ec9a0edc43626d4

Observation c45ef2f1-234c-4352-aec4-dc0392c1ac9c · outbound

This paper cites an unresolved cited work.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:45:10.620759Z

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.

source=pdf_text observed=2026-08-06T21:45:03.644930Z digest=sha256:83fd69739d0b2d30018ba48f3bc39e19a45f2702f1f7fecda16251b82e546748

Observation 6c18f9ed-d6d8-4546-b73b-12e3d54de28f · outbound

This paper cites an unresolved cited work.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:45:10.434244Z

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.

source=pdf_text observed=2026-08-06T21:45:03.687443Z digest=sha256:ea04096dd813af1792741166bc3ac04f95053e191fd50ae38a1b8e4b6adc4aea

Observation 65b7891f-1f30-4d07-9712-3ee4f29e9780 · outbound

This paper cites an unresolved cited work.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:45:10.269182Z

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.

source=pdf_text observed=2026-08-06T21:45:03.733681Z digest=sha256:35f7c12d5929dc4c2ab52d0a324ab0cc4a8781b478e7419f0e25ad6d178a8de6

Observation 7bddc3b9-a6c8-47fb-b066-feb4ebf9449a · outbound

This paper cites an unresolved cited work.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:45:10.066968Z

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.

source=pdf_text observed=2026-08-06T21:45:03.792457Z digest=sha256:29c03c43923744f5c91c72dd652e862cd34c5a00041220ab7e0d4f60ada6f6a6

Observation c5800358-db05-42d6-bad7-7103237ceb27 · outbound

This paper cites Verma, A.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Verma, A

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T21:45:03.851164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:45:03.851164Z digest=sha256:e6a3beb45b3bfe86f340530006c55a7d2e367f66cf0b685fe35a9277ec9f7a7f

Observation 1ed51ff7-de6f-42cb-ba6f-029beffaaccd · outbound

This paper cites Bernhardt, D.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Bernhardt, D

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:45:09.855501Z

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.

source=pdf_text observed=2026-08-06T21:45:03.897469Z digest=sha256:81ab56262cff672f2b3f33694bb2f4145b7ef2b1ad6afc30e83177d649ae8c78

Observation 0cacd54e-b20f-49af-becd-b7f1796bb996 · outbound

This paper cites an unresolved cited work.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:45:09.631163Z

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.

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Observation 3e7221af-14b4-4b4a-97e5-d925e237e7df · outbound

This paper cites Sample Selection with Uncertainty of Losses for Learning with Noisy Labels.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Sample Selection with Uncertainty of Losses for Learning with Noisy Labels

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T21:45:04.070544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:45:04.070544Z digest=sha256:c710d07fb6836ec043a22e1c34acbcb95022cefc2e671d48cb053bd8fca7bae0

Observation 48203a0a-5d5e-4043-bf4b-f84cf196eb2b · outbound

This paper cites an unresolved cited work.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:45:09.435407Z

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.

source=pdf_text observed=2026-08-06T21:45:04.073621Z digest=sha256:c422c69c817b6e653ab0b09de2666ea1e89219c292aa18c31778a10417be64ac

Observation ea371f49-0b42-474f-a1d1-9612b3db0aaf · outbound

This paper cites an unresolved cited work.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:45:09.239879Z

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.

source=pdf_text observed=2026-08-06T21:45:04.076425Z digest=sha256:a06942a37b608e10fe5cb7a80536ec1389ec34e87f11207a5f6bb43fd8787985

Observation b96bbf37-0e37-46b3-87f7-090ff4edb409 · outbound

This paper cites an unresolved cited work.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:45:08.993386Z

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.

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Observation 629c2f3d-d60d-4021-b2b0-b1fda54ac414 · outbound

This paper cites an unresolved cited work.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:45:08.793118Z

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.

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Observation 95cf0575-757e-4e8d-9f2b-93a2a96ba704 · outbound

This paper cites an unresolved cited work.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:45:08.503907Z

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.

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Observation 7697575e-002d-4183-920f-8b5726be4060 · outbound

This paper cites Vision-Language Models are Strong Noisy Label Detectors.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Vision-Language Models are Strong Noisy Label Detectors

Reference 31

Resolution
verified exact
local_arxiv, observed 2026-08-06T21:45:06.666193Z

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.

source=pdf_text observed=2026-08-06T21:45:04.527227Z digest=sha256:01ecf93835a9428966a3b92e6a0458ee3ffba3907ae65e2b7651f68a2f8e236b

Observation 87bfa3cb-be43-4736-8f12-1d92bf91b356 · outbound

This paper cites an unresolved cited work.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:45:08.290879Z

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.

source=pdf_text observed=2026-08-06T21:45:04.728780Z digest=sha256:af4e801d0597a94047660de34cf4e29d2cfe0f53da6d3190caf508a8688637f6

Observation 136a9a7a-951c-48c9-83e6-bc23dd428f09 · outbound

This paper cites Radford, J.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Radford, J

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:45:08.045746Z

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.

source=pdf_text observed=2026-08-06T21:45:04.903778Z digest=sha256:d9ea381901ab3ebd816d3c32e60f86dbe79d881883f23b99c31cbaa28dd09990

Observation 3cfcf259-72b5-4f77-a93c-c01b8d45fc5f · outbound

This paper cites HuggingFace's Transformers: State-of-the-art Natural Language Processing.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models HuggingFace's Transformers: State-of-the-art Natural Language Processing

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T21:45:05.107338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:45:05.107338Z digest=sha256:35183b8e12ed8b2179df1eef6bdf8e62664a901a0597e2f73b564ec0fba181bb

Observation 5cfc86d8-a419-4b48-b642-0bad342a12f1 · outbound

This paper cites Ghiasvand, H.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Ghiasvand, H

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T21:45:05.202714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:45:05.202714Z digest=sha256:e2784bb0b7454adbfc73a7a8ec7ecada0ba382d8b524cc618322fa7360b9203e

Observation fdd79389-598c-4611-8054-367327a7cff9 · outbound

This paper cites Unsupervised Time-Series Signal Analysis with Autoencoders and Vision Transformers: A Review of Architectures and Applications.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Unsupervised Time-Series Signal Analysis with Autoencoders and Vision Transformers: A Review of Architectures and Applications

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T21:45:05.252052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:45:05.252052Z digest=sha256:b2cb538c31c6ba143d5c94bd6b8212fe64080e33e0979398ac01144eecc428a8

Observation 3f27aa5e-7257-4480-983f-ac7521a523a5 · outbound

This paper cites Khaniki, M.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Khaniki, M

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:45:07.851872Z

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.

source=pdf_text observed=2026-08-06T21:45:05.306562Z digest=sha256:cd1784da64eb54c3f3a48046d6e0649fddccc7239f337b427ed334e704039884

Observation 911f118a-d4e5-4475-ba5f-f24dea7bd12e · outbound

This paper cites GRU-AUNet: A Domain Adaptation Framework for Contactless Fingerprint Presentation Attack Detection.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models GRU-AUNet: A Domain Adaptation Framework for Contactless Fingerprint Presentation Attack Detection

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T21:45:05.417401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:45:05.417401Z digest=sha256:f3d263baacd073af0f9d0c725b73cf31df43401aa92c35b829b5e8ea1534b849

Observation edd2c38e-c336-4925-97c4-67114207d709 · outbound

This paper cites A Systematic Evaluation of LLM Strategies for Mental Health Text Analysis: Fine-tuning vs. Prompt Engineering vs. RAG.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models A Systematic Evaluation of LLM Strategies for Mental Health Text Analysis: Fine-tuning vs. Prompt Engineering vs. RAG

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T21:45:05.528263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:45:05.528263Z digest=sha256:d1b3000ac629b9bfb19a7e2280ea5dd70485fd72edec821ad49d3e1fc01ef41c

Observation 55c797e7-08a0-41e7-8f71-e01fab13c3a9 · outbound

This paper cites Ester, H.-P.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Ester, H.-P

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-06T21:45:05.596539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:45:05.596539Z digest=sha256:dd8052bcc4413276d7d28498f723f0ef32050d44eb6a342947d7a4056a7714ba

Observation 65adadfe-ecbd-44e7-93c8-32197ee02f75 · outbound

This paper cites Steinhaus, et al., Sur la division des corps mat´ eriels en parties, Bull.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Steinhaus, et al., Sur la division des corps mat´ eriels en parties, Bull

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:45:07.679583Z

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.

source=pdf_text observed=2026-08-06T21:45:05.731335Z digest=sha256:af4602b98950a3cdad2267b84846247ebaf7a41076db5e07531dbb886cdd13b8

Observation ccc97ce2-7ed2-487a-a50f-917fcd22454b · outbound

This paper cites Lloyd, Least squares quantization in pcm, IEEE transactions on information theory 28 (2) (1982) 129–137.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Lloyd, Least squares quantization in pcm, IEEE transactions on information theory 28 (2) (1982) 129–137

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:45:07.493482Z

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.

source=pdf_text observed=2026-08-06T21:45:05.830832Z digest=sha256:6423667cb3a491770802b6c213bde9342036656dd625728bcbb81c95e72b9f1f

Observation 09eab77f-1176-4d9d-a949-fa33e44198a7 · outbound

This paper cites Bowman, E.

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models Bowman, E

Reference 43

Resolution
verified exact
doi, observed 2026-08-06T21:45:06.096977Z

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.

source=pdf_text observed=2026-08-06T21:45:05.916706Z digest=sha256:10bb799fed1eb56f0c904782b00e79838135debc63decdf5b5432132cdc00e1b

Pith citing papers

Observation 75fcd687-f0c2-49f1-93f5-cef826f2915a · inbound

Enhancing Automatic Modulation Recognition With a Reconstruction-Driven Vision Transformer Under Limited Labels cites this paper.

Enhancing Automatic Modulation Recognition With a Reconstruction-Driven Vision Transformer Under Limited Labels Sanitizing Manufacturing Dataset Labels Using Vision-Language Models

Reference 20

Resolution
verified exact
local_arxiv, observed 2026-08-05T15:17:51.745880Z

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.

source=pdf_text observed=2026-08-05T15:17:51.479774Z digest=sha256:21cf3c58100fecd7918d4d35edfc186d0ed25f79ed4895bcd2aa452661022b65