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Paper Citation Record · LEDGER

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models

As of 12 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 0 inbound Pith citation observations for arXiv:2505.19490.

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

pith.paper-citation-record.v1
2505.19490 v1

Coverage vector

measured 72 of 72 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:18:08.100794Z

measured 72 of 72 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

72 of 72 outbound references displayed

  • verified exact0
  • verified fuzzy21
  • unresolved50
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fc7ca70d-1009-4207-865f-d8261a6571cf · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:21.031250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 3892e561-220b-4402-b78b-6e239045d906 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:20.793608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:00.481892Z digest=sha256:899df7e57fd2bb7b97d3b8fc56b1a221845e09bc8410e3c7c5cc2be8ed4f8130

Observation 81e426dd-a9b5-44a2-a241-846a3182ea6b · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:20.538586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation b90be1cb-6256-45ab-86e4-52c32c7b740c · outbound

This paper cites NewBodyFeatureOperation,.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models NewBodyFeatureOperation,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:20.242090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:00.756086Z digest=sha256:3ff62a84a785abe5125431d72cf769a24c9b5451c35d40d7538feac7f3dea469

Observation ca40bdcd-b93a-4ed3-994d-2f9aa32c393b · outbound

This paper cites Problems in Parametric Description:.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Problems in Parametric Description:

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:19.394458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:01.510125Z digest=sha256:a7febfa73dc8347a451c11c41339ab7546c6edf885d8ada58fad1fbcef19bbca

Observation d7c4617b-b33d-44af-9d2d-be3a52d204af · outbound

This paper cites First, draw an arc with an end-point atx = 144, y= 112, a sweep angle of 64 degrees, and a counter-clockwise direction.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models First, draw an arc with an end-point atx = 144, y= 112, a sweep angle of 64 degrees, and a counter-clockwise direction

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:17.471413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 0657644a-c67d-4d8a-8aba-63399790a540 · outbound

This paper cites • <EOS> marks the end of the entire CAD operation sequence.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models • <EOS> marks the end of the entire CAD operation sequence

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:11.038697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:06.945920Z digest=sha256:0adb2e2e32983fab42b849de00126dbaa0e07e2379f9e5872beba6b2198d2f9c

Observation 266c82e5-a61b-4195-b21a-92b7a45089de · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:10.871557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation d4b8417b-a763-4267-bec5-02ec7af11139 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:19.966475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:00.932537Z digest=sha256:366bfe2d3d9b5330e4d929d7cc1b2effee43378ade4c1ba24538617f6a6b0f86

Observation 5f754c38-0264-4e22-a360-d653d00b302a · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:19.785151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation e7a86233-5620-4fef-9d65-ad2901310baa · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:19.684297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:01.203904Z digest=sha256:a4293aaa8b1f4dfb77f764da4e267b3a7c8e7710737d3f1d546368ea462ddc9a

Observation 8790959f-281b-48f0-b796-4a7fcc22fd5c · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:19.547696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:01.333183Z digest=sha256:0f7728b01e27b8bc9c22210de8e309efcb21ff65be76f840feb6e1d8e78394d0

Observation d3f99194-93fa-4344-bb18-ee2e32bf35be · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:19.251207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:01.653021Z digest=sha256:ec19fe78c8acdd73c8a52cf3d1825cdbc54f3bde69e9898a2509faeb95ae2e53

Observation 43cc6582-9b17-4cd9-b95f-909788856d32 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:19.055200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:01.791765Z digest=sha256:d68dea449b30498e8a247541fcae72916dc4eb8b54687bddd9f0e4a805d55715

Observation aabea0f4-a2ad-4608-affe-2c2eaa89b431 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:18.901815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:01.904021Z digest=sha256:3c0d08f69a0effb13d30c9944ae605baf2d5e7ef496ba35691af95999316f928

Observation 326c7a31-7258-4038-b11f-53ff1d43abad · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:18.719010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:02.024481Z digest=sha256:b5ac2a6d9ec653992d5dd80d98108d2a595f2a2b0e45fcfd857617853602f8cf

Observation 02c42e84-79ed-4a44-b9fd-3f2c7a8ddb74 · outbound

This paper cites Improvement Suggestions:.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Improvement Suggestions:

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:18.545271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:02.119551Z digest=sha256:5c42d57ad1aeec2d9a18c38af1cc9148d4011553ab345ba14c5062bd04bc199f

Observation 69dda140-bf55-4f47-96d5-3ae04ecf6537 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:18.418884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 3ed9452a-e665-4ff2-b49b-6911f22c9d9a · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:18.246955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:02.335694Z digest=sha256:858830d5d981138eb240d155fed1942577c885cae05a624a9a174b3df36fc1c1

Observation d231712e-5ee2-4b2e-9556-6f4268545796 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:18.094244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 500fb38f-2deb-4609-9e5e-9c4eac54fd85 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:17.908123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:02.566704Z digest=sha256:a3735da5cb089a0e932bb5964fc953c64aa42f91024528d1b82a3c22b7aa8f73

Observation 0a5493ca-0a84-4237-87c5-79ca8bd38613 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:17.735322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:02.648004Z digest=sha256:a017bcce14eeea54e9e1b34902fbed32f14aa28cc07339bf0d3689a7ca1f1ad8

Observation 9972fd35-cd44-4a22-b997-653b8a66b49a · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:17.196266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:02.898414Z digest=sha256:9ea7a71467f21677f71ba624068ffafa22d6da8c0951bba6d8c3f173ae8e862c

Observation 01492298-94e7-4d6c-b1d2-96454e1c0a66 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:16.944024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:03.035122Z digest=sha256:34a400bd766c18abc072d80d9f6a18a3d5e6cdc97104411a79ab8d326736a0b6

Observation 009cbd7b-77bb-4621-bf73-05d7272b5490 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:16.744004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:03.192102Z digest=sha256:587d977d2ba21b2a50aa77223aa04b65a529e317fea9cea5f11cb9e53f0947e3

Observation d9df4976-56f4-4ac6-97c2-5989e192d1b5 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:16.534847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:03.315992Z digest=sha256:d2248b5d15d1a2a3bb7f1ed3c364c2a16fefb75344b9a5da98dcb7a0efa98dfe

Observation 71c870b5-6adc-4814-bfaa-cc9a507c9057 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:16.322858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:03.452454Z digest=sha256:1dee6a03f941b56c16d0294c4c3d79b3b9f3a6f38f895547459072415845c71f

Observation ebd7038d-084c-4d30-a8e2-10958846c018 · outbound

This paper cites Problems in CAD Parametric Description:.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Problems in CAD Parametric Description:

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:16.113790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:03.559416Z digest=sha256:d52ba9eddd9d692660f02f17a6c4111c04955e8fd5ad8e202376140e35bf4f46

Observation e16c320b-a40b-4373-9c1d-fbe92aafef21 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:15.850895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:03.680138Z digest=sha256:1a2b88a6e175790e2cada7ce158938104249bc9560f8fce9e3daec8e13f77cbd

Observation 6dd53da4-e901-4557-b5bd-68415bed8d49 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:15.634226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:03.807618Z digest=sha256:dc2cf4fd99d0c2d66d218ef3e09c75baa6f7684b7e09d06636b1439221521165

Observation 86796fb6-83ed-4d02-9432-d6b33d5b8974 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:15.454857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:03.906612Z digest=sha256:294700cd945a95857c3dcf64ac4302028c82e0bfb912068a55cd1e882722503b

Observation bbc38398-c424-455e-8482-f823ad799f16 · outbound

This paper cites Suggestions for Improvement:.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Suggestions for Improvement:

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:15.258500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:04.003727Z digest=sha256:e166accc054d3c230f664e885a442d4f02efc040753f15a9ef5a5df884461b9b

Observation 9fa3fa43-dcec-4647-bf3e-3e0bcbedc3af · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:15.028224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:04.086090Z digest=sha256:deb0471bb67f49a8ec0731bdc8199cc55d71931e5f22e87b5decd15bd668361f

Observation bc94f136-7573-497f-9166-715475d99030 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:14.852728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:04.244185Z digest=sha256:63644506d6d538e0366f1781788b3f945f8bcd98742f24f8d21c81f284213c95

Observation f528a4fa-a0d6-452c-a995-a5820278ed59 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:14.663295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:04.362359Z digest=sha256:eaf0f1919b0f353283aae3f329320cab4e92d1010a26d446995532265b12dfa8

Observation 7817c61f-b3fd-48f9-beef-a820d1a6f3a6 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:14.514681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:04.466679Z digest=sha256:08c9e8fe7f3b11d457b62c47dc82166d523060f2f3ec0b7a285d563bbdc23573

Observation c2e73db6-4491-49c7-9c27-b05694f680ac · outbound

This paper cites First, draw an arc with an end-point atx = 144, y= 112, a sweep angle of 64 degrees, and a counter-clockwise direction (f = 1).

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models First, draw an arc with an end-point atx = 144, y= 112, a sweep angle of 64 degrees, and a counter-clockwise direction (f = 1)

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:14.282098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:04.555877Z digest=sha256:bf8e4942f8dba65fb86710aba32029df796a12dfb9cd0cba62ceb9e097c07724

Observation 33061e4b-5c62-4461-a968-36b96e657a10 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:14.092610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:04.696547Z digest=sha256:aaf8b64450d8cfaaf1c318b94285a2dcf93d58f35ce2cdcd61c6b7ca111f9c2e

Observation de39b4ca-4166-4b5f-83cf-ffd4c987f130 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 42

Resolution
parse uncertain
raw_fallback, observed 2026-08-07T14:18:13.934971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:04.825010Z digest=sha256:47797286962ff3c40f5ce18e42d89d4448b6aa78ab7bf64cd83a132ced371f11

Observation 762af730-f889-45a7-aeb1-fed3636978f7 · outbound

This paper cites this multi-view image shows.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models this multi-view image shows

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:13.718492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:04.943756Z digest=sha256:32d718ca583e6188bd3e4e801db2f0306022136d5c12268f6b337cb0e572d506

Observation 52e7a7f8-9fc0-454c-a926-f85bae0374bd · outbound

This paper cites Focus on the general shape and proportions.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Focus on the general shape and proportions

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:13.529447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:05.073260Z digest=sha256:51ff1a5f3a23a82b9b0ac9180418a429741f1e70e9daeff4ccaee036d5ce842a

Observation 0f5bf57e-bf72-46d3-9b6f-eee290771c44 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:13.335856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:05.179003Z digest=sha256:0c71dfe5b71cc3950ab979607b60c18ac95152ba9867bddd3a17ce39c3016864

Observation 593b10d3-bc1f-4e9b-ac07-30f3ebcdc9b5 · outbound

This paper cites Your task is to describe a provided CAD command sequence based on specific requirements.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Your task is to describe a provided CAD command sequence based on specific requirements

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:13.203882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:05.283967Z digest=sha256:69cad7caead22518e213848a01a772de3f619c63b2da3e707d5057079109b79b

Observation 7ec73c3e-5d3b-49ba-ba97-eac27f08dfce · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:13.010090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:05.378799Z digest=sha256:e125be0a0f945f1562d1bdb2c9384aed113b74803ef4e17e423e11c2e5bae174

Observation 11a870c0-6ff2-4b05-8a39-3ffb81425d21 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:12.896323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:05.520947Z digest=sha256:72235fbd12dda96e98e1b7bbf5928c9447fff08d5c30b726a0cf7b442278fd66

Observation 8844ce0e-90e7-448c-9ec3-c821640c6cb9 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:12.729810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:05.638278Z digest=sha256:0272958bfdad6f27f88f3a240688202faa621d04acbaebcbed51bb576250acc0

Observation 8fb9177f-20c2-42a2-b363-83d6b9fd2206 · outbound

This paper cites NewBodyFeatureOperation.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models NewBodyFeatureOperation

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:12.499178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:05.744022Z digest=sha256:fb5a93e0783cbe0c6b4e81f939a54e0265d6e3e5a36b358c2346abbbdfbf2f3c

Observation b6e00a3a-952a-4dba-bf98-637916b77f3d · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:12.343464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:05.901356Z digest=sha256:ab4d6ec56c5b0662211c3b83b7da34638d9e5ba151b253b293f0ff970a17ac98

Observation cb030e65-7294-4ba1-8c1c-97a9ce0067f8 · outbound

This paper cites Describe the sequence in natural language, including every parameter without omission.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Describe the sequence in natural language, including every parameter without omission

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:12.159561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:06.066881Z digest=sha256:695aae74d2cc2bdbf3c1da0acb5649e0c5dac8bee969d6317219c83748b94a34

Observation 387835a2-636f-488b-8e86-b3c2c96e8e74 · outbound

This paper cites These may include creating lines, arcs, circles, and performing extrude operations.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models These may include creating lines, arcs, circles, and performing extrude operations

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:12.006619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:06.179131Z digest=sha256:f9be0425926fccbacc2f2f814df6711ce28436e33fa7927444bfbc7c03b37a82

Observation c8248889-0373-4fed-a9b3-9b86a653208e · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:11.814246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:06.337991Z digest=sha256:578efa5701cdc0c59f5272e7a40adbf38bef52896f8140d3cfee1975af730094

Observation d85a0630-c37d-4993-b65a-a181fae18dcd · outbound

This paper cites Start each new sketch with <SOL>.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Start each new sketch with <SOL>

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:11.661852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:06.503257Z digest=sha256:93dd79ae93c77155dda6c8e7371a32df4d4a849bf9e1b89db7aa96785907f5af

Observation 4e40617f-0703-486b-a756-c878276eff18 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:11.543944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:06.627834Z digest=sha256:b180d8ae288fdf02e1f50408cd28fee1a2263a7939392ae3d666f43aff5d8454

Observation a9d569e8-f3ff-42a4-b1d9-7b62ce5f037c · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:11.394997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:06.758868Z digest=sha256:98da2af0fbbe0becbeebb3aa70ff4125a049908aec840fc510f2f1d82d03799d

Observation 340d9315-a8b1-4247-b637-565e9e44d12a · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:11.228248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:06.855205Z digest=sha256:d1b92e5f9b7bfdb7f7bd1461a91f6ddb183a8643d05d8b0b3602adec33defa50

Observation 5034f780-dd22-4d55-9ae3-4852ef591a88 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:10.682599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:07.101615Z digest=sha256:cef321f61e95bd2a0fdc1f8fe12d91ef8fbd4eb6c58869abd16142ae2ba21cef

Observation 20475ccd-2902-4e3e-8e75-a16dcfbdbf6c · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:10.503967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:07.199782Z digest=sha256:dc06b87537f67b6c0adb206bcafd9ec5344a76e8481f5f34498b8090df055f1e

Observation 16432cfe-ba63-46a1-a02e-b92f2370e43c · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:10.353501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:07.325738Z digest=sha256:18c7a41eb4ee1cd2665b17ac19f68682ea778bf84d3bb363b0f599ec94cf19dd

Observation d0ff0db1-6410-4287-81ae-ab17c71c9404 · outbound

This paper cites • Ensure that all necessary information for each command is provided to avoid missing commands or incomplete sequences.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models • Ensure that all necessary information for each command is provided to avoid missing commands or incomplete sequences

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:10.184072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:07.422297Z digest=sha256:5153fb43871daf8ecbbbd31c22b78348257500a302483fc2b76acb5656b6bc74

Observation 6cb6b841-1674-4781-b0f5-b0202ef55789 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:09.994908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:07.518961Z digest=sha256:a511eb55ee0c2b3513c898b5fc71c37eebfb8e2a2445a705736e7b269df918a9

Observation bbb371e6-be02-4497-97d8-82a8f435457b · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:09.804917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:07.616544Z digest=sha256:4ced3519165a227806eb49cfa78e66d79b5bbc146648556b9bcf4acd7c08b04b

Observation fdb4ee2a-d52f-4fef-aa6f-9a09b1d90328 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:09.609474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:07.680317Z digest=sha256:e8c8b3025a3a47f28f5fbe971ef7bdb9b643b5e658dd003bf543aa2bddb60c27

Observation 9d5361df-2321-44a2-bcb0-1c8555b48b89 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:09.271846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:07.766163Z digest=sha256:ea78dcd2b21d58afc0732505a1fb4a6c1e5b1d47cf271e1ede616556ab0623a7

Observation 9ed7d238-9778-4b78-82f2-56817a0bcbea · outbound

This paper cites NewBodyFeatureOperation.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models NewBodyFeatureOperation

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:09.004282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:07.864825Z digest=sha256:beeb1af819f08666b036216811faa095ddd571f55954efe850ebc99240cb2756

Observation c0c07148-beb1-4cb5-9de9-6829ac38ff24 · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:08.799204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:07.939395Z digest=sha256:1a524b796ee8a31a4c07c61e946a0a4f2dfbac8ba287a6949810e4a303c9b33e

Observation a97946db-384e-47d4-8956-6c6ad76ecddc · outbound

This paper cites an unresolved cited work.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:18:08.637485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:08.017491Z digest=sha256:8a48a0289e64d1d78a06ff2c5ed1081eabc169947ece815c1125a68a592294f6

Observation bb5bd59d-028e-46e7-8645-6f396ac62a56 · outbound

This paper cites Your task is to generate a correct CAD Command Sequence (CCS) based on a CAD description, existing CCS, and confidence levels.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Your task is to generate a correct CAD Command Sequence (CCS) based on a CAD description, existing CCS, and confidence levels

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:08.415890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:08.100794Z digest=sha256:4654cf57523086748e2b647a7a8a6b3d399bc87f552e0ee9464f9062ee7087bd

Observation d9e15106-dcde-415a-bd7d-ba970d138106 · outbound

This paper cites The profile is extruded using the E command with orientation angles θ=45, φ=0, γ=0.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models The profile is extruded using the E command with orientation angles θ=45, φ=0, γ=0

Reference 128

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:21.257500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:00.229399Z digest=sha256:fa3112e717b984b51385362a94244e2f76ce3e784a94e1b849d63b8a8eb66650

Observation dc6264fb-0232-4b4b-88cc-a2d2891241e2 · outbound

This paper cites Biology, 10(11):1170.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Biology, 10(11):1170

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:21.590552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:17:59.616231Z digest=sha256:03c632d096b07beaf01a4ea1a9c1d24f0332369725fdfb87bc167b3bff500522

Observation ec918a61-82e2-47aa-8dad-9f58b2bd4854 · outbound

This paper cites Journal of King Saud University-computer and information sciences , 34(1):1295–1310.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Journal of King Saud University-computer and information sciences , 34(1):1295–1310

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-07T14:17:59.783420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:17:59.783420Z digest=sha256:54511209e478d697b7ed92def0db370c39ed87a0d92ad85aaa110712691aed6b

Observation c241b569-494f-4616-a5b8-dc84ec697c23 · outbound

This paper cites In Proceedings of the 62nd Annual Meeting of the Association for Compu- tational Linguistics (V olume 3: System Demonstra- tions), Bangkok, Thailand.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models In Proceedings of the 62nd Annual Meeting of the Association for Compu- tational Linguistics (V olume 3: System Demonstra- tions), Bangkok, Thailand

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:18:21.398401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T14:18:00.095232Z digest=sha256:71e83232c1e74c3363eac97d6a4ebd87408158cfcf7de3d81818ea8f299d662f

Observation d3d152ef-fabd-4b6a-b8f6-70a03c963b15 · outbound

This paper cites Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models.

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-07T14:17:59.923836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:17:59.923836Z digest=sha256:a20a2063cbbcddbefa4e05179f58dccca1b517484d563010b831a8ca2f633e63

Pith citing papers

No inbound Pith citation observations are available.