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Paper Citation Record · LEDGER

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models

As of 15 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2607.03661.

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

pith.paper-citation-record.v1
2607.03661 v1

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-12T00:51:34.506035Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

59 of 59 outbound references displayed

  • verified exact20
  • verified fuzzy0
  • unresolved34
  • parse uncertain0
  • malformed identifier5
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 454d59dc-d5bc-4f68-af43-8d0f734b7c9c · outbound

This paper cites an unresolved cited work.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work

Reference 1

Resolution
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arxiv_id, observed 2026-07-12T00:58:23.531087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation d31c650a-cf9e-47d6-b86e-028c2e799052 · outbound

This paper cites an unresolved cited work.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work

Reference 3

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arxiv_id, observed 2026-07-12T00:58:23.491470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 7238217e-2f14-42d3-afac-561fd6488f87 · outbound

This paper cites Zhang, L.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Zhang, L

Reference 4

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arxiv_id, observed 2026-07-12T00:58:23.522338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 9cdf5ebb-0861-450c-8cc2-f10d4f0f18d0 · outbound

This paper cites an unresolved cited work.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 4ea6693c-9670-4e6c-b13d-97817fc7a4bc · outbound

This paper cites an unresolved cited work.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work

Reference 6

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arxiv_id, observed 2026-07-12T00:58:23.582721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 5dd7e07f-b46f-4a57-9602-2767b5fd17d3 · outbound

This paper cites an unresolved cited work.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work

Reference 7

Resolution
verified exact
doi, observed 2026-07-12T00:58:23.430401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation ab418cc3-4653-4496-8f0c-f4f0be01bda9 · outbound

This paper cites an unresolved cited work.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work

Reference 8

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arxiv_id, observed 2026-07-12T00:58:23.376571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 94a122c9-50a4-4534-945c-bf7c22c701bc · outbound

This paper cites Teclaw, A.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Teclaw, A

Reference 9

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arxiv_id, observed 2026-07-12T00:58:23.590532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 426abf0a-d4e3-4ab7-93f6-1b601df109a2 · outbound

This paper cites Visual Instruction Tuning.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Visual Instruction Tuning

Reference 10

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 5071c852-2500-4902-b460-c5aca8b606d9 · outbound

This paper cites GPT-4 Technical Report.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models GPT-4 Technical Report

Reference 11

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no resolver link, observed 2026-07-12T00:51:34.506035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 1535bca7-7e3b-41fd-8a34-e6cac55b9542 · outbound

This paper cites Areerob, V.-Q.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Areerob, V.-Q

Reference 12

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no resolver link, observed 2026-07-12T00:51:34.506035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T00:51:34.506035Z digest=sha256:7c2cd1e206d2ef5aba8e29a2bdaf65b5f56e4aa238116a133c0a002be7a4050d

Observation fed27f51-3338-44c3-980d-88ae461b191a · outbound

This paper cites an unresolved cited work.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work

Reference 13

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no resolver link, observed 2026-07-12T00:51:34.506035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 0eee6c74-b7c9-40de-8569-ce3f9d0f2d21 · outbound

This paper cites an unresolved cited work.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work

Reference 14

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malformed identifier
no resolver link, observed 2026-07-12T00:51:34.506035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T00:51:34.506035Z digest=sha256:572d3b473996fcfba24e4e3d43d09725afbdbc8960afddfdb19d25b4c34e1bef

Observation bca0bd84-d1f0-4a3e-9fa9-1a817ebb94a3 · outbound

This paper cites Armeni, O.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Armeni, O

Reference 15

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no resolver link, observed 2026-07-12T00:51:34.506035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 7aaf2787-f43c-4483-99e3-85049647a91b · outbound

This paper cites an unresolved cited work.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work

Reference 16

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verified exact
arxiv_id, observed 2026-07-12T00:58:23.366918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation e8640f8a-e072-4a4b-9cc8-8df80f747a28 · outbound

This paper cites Scalable 3D Captioning with Pretrained Models.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Scalable 3D Captioning with Pretrained Models

Reference 17

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no resolver link, observed 2026-07-12T00:51:34.506035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation dc9e6419-4d38-4126-a844-b1f57c106ac2 · outbound

This paper cites an unresolved cited work.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work

Reference 18

Resolution
verified exact
doi, observed 2026-07-12T00:58:23.496328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 66a377c2-03ae-4dc7-a225-e314fa0a8fbd · outbound

This paper cites an unresolved cited work.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work

Reference 19

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation c27fdf16-beaf-4214-8487-5f7cf7fabf69 · outbound

This paper cites an unresolved cited work.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work

Reference 20

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 9cc6636f-57cc-4e38-ad1a-a6957522e5a6 · outbound

This paper cites an unresolved cited work.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work

Reference 21

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 047896f2-c554-41fb-88f2-e1cc3f7453b2 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models LoRA: Low-Rank Adaptation of Large Language Models

Reference 22

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation d9e3ff70-0386-4b9e-b6cc-5561ca38a3aa · outbound

This paper cites Learning Transferable Visual Models From Natural Language Supervision.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Learning Transferable Visual Models From Natural Language Supervision

Reference 23

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no resolver link, observed 2026-07-12T00:51:34.506035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation b1068262-c7aa-4589-875a-74b8ed621521 · outbound

This paper cites BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models

Reference 24

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Unavailable: canonical work link unavailable.

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Observation 66b7cf45-de1e-44ae-8ceb-51a59023a118 · outbound

This paper cites Shap-E: Generating Conditional 3D Implicit Functions.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Shap-E: Generating Conditional 3D Implicit Functions

Reference 25

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no resolver link, observed 2026-07-12T00:51:34.506035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 92aa3c32-7694-447a-8c49-d22312a1202c · outbound

This paper cites Mirzaei, M.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Mirzaei, M

Reference 26

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no resolver link, observed 2026-07-12T00:51:34.506035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 6526811e-eabe-45ed-b0c4-1cf2a652060c · outbound

This paper cites an unresolved cited work.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work

Reference 27

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verified exact
arxiv_id, observed 2026-07-12T00:58:23.432603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation a561ae95-de78-47d2-9173-b68ce8b23947 · outbound

This paper cites an unresolved cited work.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work

Reference 28

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verified exact
arxiv_id, observed 2026-07-12T00:58:23.566770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation b7b02188-344a-4a1b-92ab-44387043a2b8 · outbound

This paper cites an unresolved cited work.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work

Reference 29

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 9b91f8bc-9ec2-4034-9cfa-f0163012d043 · outbound

This paper cites an unresolved cited work.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work

Reference 30

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verified exact
doi, observed 2026-07-12T00:58:23.680029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation dd8dade1-16b3-49fe-93a9-754b16cf2cf9 · outbound

This paper cites an unresolved cited work.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work

Reference 31

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation f3ad6e86-dea8-40c2-a54a-c58851716c98 · outbound

This paper cites PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

Reference 32

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Observation 0fd75170-468b-43c0-b0b1-da8a3b98b3ef · outbound

This paper cites an unresolved cited work.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work

Reference 33

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation bb4a208b-e8aa-4782-8b4b-ad8db5aea02e · outbound

This paper cites an unresolved cited work.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work

Reference 34

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verified exact
arxiv_id, observed 2026-07-12T00:58:23.474620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 34bca633-9a87-4291-86ae-e41d215b6b7b · outbound

This paper cites Emunds, N.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Emunds, N

Reference 35

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arxiv_id, observed 2026-07-12T00:58:23.578204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 6a81ae11-828e-434c-9325-af841cd43a22 · outbound

This paper cites an unresolved cited work.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work

Reference 36

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Unavailable: canonical work link unavailable.

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Observation 693c5b4d-14df-4def-9381-b933d7938ff2 · outbound

This paper cites an unresolved cited work.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work

Reference 37

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Unavailable: canonical work link unavailable.

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Observation 6a024dd4-39ae-4ff7-b503-8418aede0ffe · outbound

This paper cites an unresolved cited work.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work

Reference 38

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no resolver link, observed 2026-07-12T00:51:34.506035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T00:51:34.506035Z digest=sha256:38d0c5581ad2cfc57b307f28354e7c2447a2736abc685b356cffb2c9732ad255

Observation 2b0e6915-ba4c-4dca-a86e-819be68178bf · outbound

This paper cites an unresolved cited work.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work

Reference 39

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arxiv_id, observed 2026-07-12T00:58:23.440561Z

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Observation 9807b589-775a-4402-8b78-f72e8b97143a · outbound

This paper cites 3D-LLM: Injecting the 3D World into Large Language Models.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models 3D-LLM: Injecting the 3D World into Large Language Models

Reference 40

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Observation df4be7b4-82d8-4ac2-b318-404017761af8 · outbound

This paper cites an unresolved cited work.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work

Reference 41

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Observation c2cdbd9c-49f4-48d5-a587-6e94882fb329 · outbound

This paper cites InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning

Reference 42

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Observation 7f249f0e-0a00-4c88-9218-bccbe433978f · outbound

This paper cites Deitke, D.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Deitke, D

Reference 43

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Observation fe783c36-cdfe-496a-a21e-83acd5640115 · outbound

This paper cites Utkucu, H.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Utkucu, H

Reference 44

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Observation 594717ea-f8db-4908-a981-0729c222521c · outbound

This paper cites 1179–1189.doi:10.1109/cvpr52729.2023.00120.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models 1179–1189.doi:10.1109/cvpr52729.2023.00120

Reference 45

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Observation 926c2ca6-0ddc-4587-9236-c8c00d39887a · outbound

This paper cites an unresolved cited work.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work

Reference 46

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Observation 20d47190-bfdb-4fc7-bfde-998929259097 · outbound

This paper cites an unresolved cited work.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work

Reference 47

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Observation 57c8ab5f-dcea-473a-8625-68b741ae06c0 · outbound

This paper cites Papineni, S.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Papineni, S

Reference 48

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Observation 424633fd-4da7-40c3-9f99-690f4c07373e · outbound

This paper cites Lin, Rouge: A package for automatic evaluation of summaries, in: Text Summarization Branches Out: Proceedings of the ACL Workshop, 2004, pp.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Lin, Rouge: A package for automatic evaluation of summaries, in: Text Summarization Branches Out: Proceedings of the ACL Workshop, 2004, pp

Reference 49

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verified exact
doi, observed 2026-07-12T00:58:23.405832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 64229163-c6d7-4dbd-bb87-a9dd4aef600d · outbound

This paper cites Banerjee, A.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Banerjee, A

Reference 50

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source=pdf_text observed=2026-07-12T00:51:34.506035Z digest=sha256:209c23f93381489ceedd20f1fabca6a7e3a98d237b8e50f330aa268ca799cf2b

Observation d58ced2f-ba0b-4e01-8226-fd9d5b79ae1e · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 51

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no resolver link, observed 2026-07-12T00:51:34.506035Z

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Observation 8f0a5fc6-1228-4de5-a93c-098a02c1d48e · outbound

This paper cites SimCSE: Simple Contrastive Learning of Sentence Embeddings.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models SimCSE: Simple Contrastive Learning of Sentence Embeddings

Reference 52

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Observation 5ba21bec-1bae-4d22-ba0d-18d6bfb4d1cb · outbound

This paper cites IFCNet: A Benchmark Dataset for IFC Entity Classification.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models IFCNet: A Benchmark Dataset for IFC Entity Classification

Reference 53

Resolution
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local_arxiv, observed 2026-07-12T00:58:23.384585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-12T00:51:34.506035Z digest=sha256:b3d950945a17ed7eac1dc203ef634ec3335d00a5ac6c9647301014a09cd46e7f

Observation 065ecf09-0161-4043-b785-eaf1ae89bb1f · outbound

This paper cites an unresolved cited work.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work

Reference 54

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Observation f18d5e45-8c2c-40a5-8f0b-9663b9cc5489 · outbound

This paper cites an unresolved cited work.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work

Reference 55

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Observation fec040a2-4182-4633-8716-06aa25290d4f · outbound

This paper cites an unresolved cited work.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work

Reference 56

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Observation dd808ffc-f37b-4a40-8274-3b8392142314 · outbound

This paper cites an unresolved cited work.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work

Reference 57

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T00:51:34.506035Z digest=sha256:465fd527b37fe72d903f4020e80c260ba61dbcf2a937bbba56cbf17a270ca342

Observation 35f3df2b-3767-4980-a7c3-f8ff1fc0ed8b · outbound

This paper cites Collins, BIMGEOM (2021).doi:10.7910/DVN/YK86XK.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Collins, BIMGEOM (2021).doi:10.7910/DVN/YK86XK

Reference 58

Resolution
verified exact
doi, observed 2026-07-12T00:58:23.458548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 49ac23a6-8396-4942-9c80-97ea53925242 · outbound

This paper cites an unresolved cited work.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models Unresolved cited work

Reference 59

Resolution
verified exact
doi, observed 2026-07-12T00:58:23.523362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-12T00:51:34.506035Z digest=sha256:988027452024211d9548274a45c9046389fed2ee1887b3d38517b3e6807430b8

Observation 589ce41a-219b-4ac0-bb7e-f6201433ce8f · outbound

This paper cites PointCLIP: Point Cloud Understanding by CLIP.

From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models PointCLIP: Point Cloud Understanding by CLIP

Reference 60

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Unavailable: canonical work link unavailable.

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Pith citing papers

No inbound Pith citation observations are available.