Paper Citation Record · LEDGER

Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 13 inbound Pith citation observations for arXiv:2501.19054.

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

pith.paper-citation-record.v1
2501.19054 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:17:59.923836Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

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

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models cites this paper.

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.

Observation 46da1772-8fab-4141-9740-63bfeab07c54 · inbound

CAD-Coder: Text-to-CAD Generation with Chain-of-Thought and Geometric Reward cites this paper.

CAD-Coder: Text-to-CAD Generation with Chain-of-Thought and Geometric Reward Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-19T14:12:22.514055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cb510fc1-6018-45f1-bddf-1e0bbfaf771a · inbound

UORA: Uniform Orthogonal Reinitialization Adaptation in Parameter-Efficient Fine-Tuning of Large Models cites this paper.

UORA: Uniform Orthogonal Reinitialization Adaptation in Parameter-Efficient Fine-Tuning of Large Models Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T14:04:38.384837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91f9441a-ccd4-4aea-8647-a4d025f4db31 · inbound

neuralCAD-Edit: An Expert Benchmark for Multimodal-Instructed 3D CAD Model Editing cites this paper.

neuralCAD-Edit: An Expert Benchmark for Multimodal-Instructed 3D CAD Model Editing Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-10T09:13:29.733080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 41ae6b31-c54c-4f2c-afec-b0804a8b2e0e · inbound

Text2CAD-Bench: A Benchmark for LLM-based Text-to-Parametric CAD Generation cites this paper.

Text2CAD-Bench: A Benchmark for LLM-based Text-to-Parametric CAD Generation Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-20T12:53:17.747323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5c89402c-6aea-4430-8cdd-ff73e83a6a1b · inbound

Physics-in-the-Loop: A Hybrid Agentic Architecture for Validated CAD Engineering Design cites this paper.

Physics-in-the-Loop: A Hybrid Agentic Architecture for Validated CAD Engineering Design Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models

Reference 81

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:58:04.785017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7d02fb00-711e-459a-95b7-323ad21bba95 · inbound

Memory-Augmented Reinforcement Learning Agent for CAD Generation cites this paper.

Memory-Augmented Reinforcement Learning Agent for CAD Generation Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models

Reference 72

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:18:03.003936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6ef22b22-4c5d-424e-b613-7f38ce2ecbef · inbound

MUSE: Benchmarking Manufacturable, Functional, and Assemblable Text-to-CAD Generation cites this paper.

MUSE: Benchmarking Manufacturable, Functional, and Assemblable Text-to-CAD Generation Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:03:24.460442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c357dd36-40f8-4a7a-b959-99ac57bed22b · inbound

BRepCLIP: Contrastive Multimodal Pretraining on BRep Primitives for CAD Understanding cites this paper.

BRepCLIP: Contrastive Multimodal Pretraining on BRep Primitives for CAD Understanding Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-07-02T08:26:48.368002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d32cf52b-6501-4121-b92d-9e354eb788a1 · inbound

FllumaOne: A Code-Native Multimodal CAD Dataset with Executable Programs and Kernel-Validated Feature Histories cites this paper.

FllumaOne: A Code-Native Multimodal CAD Dataset with Executable Programs and Kernel-Validated Feature Histories Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-07-03T20:58:58.353516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0b70b462-31f5-4288-881f-11a4ce31dab7 · inbound

BIM-Edit: Benchmarking Large Language Models for IFC-Based Building Information Modeling cites this paper.

BIM-Edit: Benchmarking Large Language Models for IFC-Based Building Information Modeling Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-07-04T03:49:29.763087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f4b61375-235d-4f71-8e3e-83135eca6f0e · inbound

ArtisanCAD: An Industrial-Level CAD Agent with Expert-Grounded Knowledge Distillation cites this paper.

ArtisanCAD: An Industrial-Level CAD Agent with Expert-Grounded Knowledge Distillation Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-07-11T02:37:46.647120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 69dad128-5228-4e1b-b76b-b61fcf3a60c4 · inbound

Nova3D: Code-Native Generation of Programmable 3D Assets cites this paper.

Nova3D: Code-Native Generation of Programmable 3D Assets Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T10:09:26.630055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.