Pith. sign in

Paper Citation Record · LEDGER

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding

As of 7 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 1 inbound Pith citation observation for arXiv:2507.06719.

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

pith.paper-citation-record.v1
2507.06719 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:02:27.761461Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T09:37:24.078009Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

52 of 52 outbound references displayed

  • verified exact1
  • verified fuzzy4
  • unresolved47
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e430856c-9728-4ebd-a0b3-7328358f2abc · outbound

This paper cites GPT-4 Technical Report.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding GPT-4 Technical Report

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.425838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.425838Z digest=sha256:bed78b09379fb6f9a775921a735d2a2c6d5a38459081fee6a8de4841f7133a79

Observation 52635b51-0218-49c5-8dbd-cb514434b053 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.438299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.438299Z digest=sha256:a704bc094d054fc0880b3fe1b001882d3731065552e709848498d42e58cfcb34

Observation da1da85b-2e3c-4552-a84c-697b82ef9683 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:02:29.009505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:02:27.445913Z digest=sha256:39fed98c9ff76d4c69fccee0e52ef9bf2db1ae7ba3285d2fe48eda81e0d3762a

Observation 706e1804-54c1-42bc-9ac7-f0daeaf3c768 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.455825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.455825Z digest=sha256:a2196b597d6bfb7c585f4e41eb6b8b016fee45ef80311ceadc591b55c9d82660

Observation 8b445adc-5fbc-42ae-b450-9b57aecae4d2 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:02:28.962662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:02:27.462891Z digest=sha256:15b8edc959537c71073eba07a5fa519ad2c0d730a1f5a44a7075b1851ceaa5e4

Observation 972d10c4-fb09-44eb-9677-fee43ed14dbe · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.469156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.469156Z digest=sha256:99e4a977df5fee0720f2064d53b0a4e4015a79f7cf57a25897ef73816b8a672c

Observation 138a259b-dbd3-4569-aabe-face1e6e13eb · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:02:28.908535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:02:27.475916Z digest=sha256:3b0c8cfd364da79649e3fac143aa74297bd1592171ddb5ab34d359566556fd61

Observation caf5cf67-1095-4798-b369-ceceba2e06c2 · outbound

This paper cites Open-vocabulary Object Detection via Vision and Language Knowledge Distillation.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Open-vocabulary Object Detection via Vision and Language Knowledge Distillation

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.482075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.482075Z digest=sha256:6052ea03dc2d42a4655cf250d2a4d1151e6196d7c1a0332468e00fc6fe208484

Observation e8864114-a5a1-4263-9795-623815ad6580 · outbound

This paper cites Semantic Abstraction: Open-World 3D Scene Understanding from 2D Vision-Language Models.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Semantic Abstraction: Open-World 3D Scene Understanding from 2D Vision-Language Models

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.490100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.490100Z digest=sha256:c696d51fc9052a51d14fda4e46de2b1d773a51cabe890157b5c83c28c24e0ebc

Observation 156e64aa-9c51-4666-abf2-780c566423cf · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.496710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.496710Z digest=sha256:2c1288f719327b054895b79af3a300c3ca1cc077c71b48d2d8162198410fb0e9

Observation 851121b4-00e4-46a5-bfb2-78db0c97b63c · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.502379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.502379Z digest=sha256:eac8cb937a6cb88e0c304787881683eb707fd29c24acb03e0677503473a4acbd

Observation ec6f1529-8da0-400e-9e27-94f0790a2231 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:02:28.807890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:02:27.514755Z digest=sha256:79eba618293b99b1cf15966f5a356c548de7872f5f9edfa92e56e8cf1c0164a6

Observation 23c8beff-bf10-4901-a5bc-440d7ed4fffa · outbound

This paper cites GARField: Group Anything with Radiance Fields.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding GARField: Group Anything with Radiance Fields

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.519879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.519879Z digest=sha256:08accda4e24fdc9c198e8b0fdb562102c6bddc764bfc798ff3f71e9148c056b1

Observation f3ca6dff-09c4-4546-a1a0-b63e306b8a5e · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.525135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.525135Z digest=sha256:ee4fa6b731434e32162809870bad19c2fe7d42144bcc35bbc4a1d6c9c8e52fb3

Observation 9a1edfac-47b2-4e73-bc5d-2dabc3144754 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.535822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.535822Z digest=sha256:1af3af7c9a8e44d294dba646aa9b117f59066420da9d1facbd5a57621acf3ba8

Observation f99f6bd6-9c6f-430d-8e5f-814551a2f0e2 · outbound

This paper cites In Proceedings of the IEEE/CVF International Conference on Computer Vision.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding In Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.530243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.530243Z digest=sha256:1b835cbe564284500476bee85624692d73d7fe6753a821d2e759067604927188

Observation 2283b754-88ee-4ceb-9a5f-1550459da991 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.560305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.560305Z digest=sha256:dec63a09f4844c2581d5baf60c4b19ffc5c4a4f68735400f7cf3f66ca9dedcb7

Observation 723c59a9-1649-40e1-8a82-41b2693c12d5 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:02:28.644014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:02:27.565626Z digest=sha256:fc647fa5f929e84e74da248de292f63a4bfbbc6fb19e50d88c518df3e64f42b5

Observation f346f5eb-5301-4989-bb2c-da113d39ae23 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.546828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.546828Z digest=sha256:b6189f66c78ddf0ce5bbfde57f2a6e7c075c624bdb0cc5921cd0d3167c0e25be

Observation b57a8689-772e-4ebb-b482-882f48cd31cb · outbound

This paper cites ReasonGrounder: LVLM-Guided Hierarchical Feature Splatting for Open-Vocabulary 3D Visual Grounding and Reasoning.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding ReasonGrounder: LVLM-Guided Hierarchical Feature Splatting for Open-Vocabulary 3D Visual Grounding and Reasoning

Reference 20

Resolution
verified exact
local_arxiv, observed 2026-08-06T19:02:27.915186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:02:27.577153Z digest=sha256:753ce4721744e5154e48aade0b21cdf08f5b35e42b65c50dd1e9d3a7a91151f4

Observation cee30e8d-c58e-4c38-ab50-4411f563d563 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.582595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.582595Z digest=sha256:9d40b495a4f25148e6856c2a7ed13ce18fecf885a5b3afa3dc10084409264ca8

Observation 437f7167-3727-4310-b883-dca2cd980691 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.596639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.596639Z digest=sha256:4ce016f4ba24bebe622a0ff587f436944968a382997d04f255a292d8f098205f

Observation b35cd321-ba44-44e4-a7c8-00178b38ac50 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:02:28.616383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:02:27.571471Z digest=sha256:8e5d9b7f28e162bb3b04a2294cba116e6ab7f5ff71f80a4d585f7b0c55b26a85

Observation 3e43edb7-92e3-432a-98bc-437b89832120 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.609463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.609463Z digest=sha256:9cf2b916683a88cc1f11ef940780d8c4502b46cd207384f55c54d3d0f4cf5887

Observation 2eb91d31-157d-45ff-ac5f-9babc4c80328 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.614986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.614986Z digest=sha256:e3a216cb2c5cc842afef2d01bba58e6bdfbc199c8e8c49d7dc021da3689cf133

Observation 65755bfe-ec08-4fb5-b434-3fe0b2034d5d · outbound

This paper cites In Conference on Robot Learning.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding In Conference on Robot Learning

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:02:28.572436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:02:27.591040Z digest=sha256:6578d5209eabafce3c28929298c846894ee359332976881a760ef3f48d9983d5

Observation c534b93d-9ded-4f58-87ea-52024c1eb60e · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:02:28.422214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:02:27.625395Z digest=sha256:1d83069e9ff29a3de47a236c58c90f2557f9f94c4afdce7285efbd11e5fa7550

Observation 61eb9760-dad1-4d34-9331-ef7821152886 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.603923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.603923Z digest=sha256:9dea7f3ac3c6d7ed617995f7a14a409c1a92707a6e33fd3b68fb92bd6281f637

Observation fc7bed34-7dce-4fb2-b399-f74330e45dd6 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:02:28.365367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:02:27.638315Z digest=sha256:0ae56c113622ecb10786b67d97c51b6882874aa14000beb8b6b3d53fa2175428

Observation c51fafaf-01cb-4623-bec7-e5b9ac7b86d1 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.651951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.651951Z digest=sha256:79beef27193ccd39a5ecd8770f061d9d91e179913d367671cd28b40dfb59717c

Observation c498b33a-1343-4091-bc68-4fec427fb17e · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.620600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.620600Z digest=sha256:d419c999a9f14081a8a6d8d79a66e8b342b715cadac0ed9b03cc344a29fd5673

Observation 4edd8272-8a45-4faf-b1c7-337ae29c146e · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:02:28.288097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:02:27.665188Z digest=sha256:982e19962ac4a24cc65a43f4ba583e28e417c1952a2cec75d654e41b51aaad67

Observation 75960f1e-6c84-43c6-bbae-bec6ddea5e60 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:02:28.391100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:02:27.632357Z digest=sha256:4d6e81f86a640307dfb6d49bde5b4add324264d8d77b3de1fdd9fa0647450f0b

Observation 0d50c9f5-8aa2-469e-979e-1d6b22fd5812 · outbound

This paper cites The Replica Dataset: A Digital Replica of Indoor Spaces.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding The Replica Dataset: A Digital Replica of Indoor Spaces

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.682024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.682024Z digest=sha256:5888cb7545cc7d2dbbfceccda5f47003d61a150bb1a7c8635914d711db1e3167

Observation fd92c760-4b75-4ff4-85ad-d28f22d73adf · outbound

This paper cites LangSplat: 3D Language Gaussian Splatting.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding LangSplat: 3D Language Gaussian Splatting

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.645848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.645848Z digest=sha256:03057252082739599df924d5cf55d6b89685b56ff5c7d9b2ff007d9f3f08ce0b

Observation 541a4523-b7c2-48db-b4d0-38908720c85b · outbound

This paper cites NeSF: Neural Semantic Fields for Generalizable Semantic Segmentation of 3D Scenes.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding NeSF: Neural Semantic Fields for Generalizable Semantic Segmentation of 3D Scenes

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.694249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.694249Z digest=sha256:787404e9d784f80d4dfe31492eadc3c41c1ca86401252eceafa8d8bb8dafb40b

Observation 04f522ac-4076-4111-85bc-de65c9b923df · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:02:28.316579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:02:27.658224Z digest=sha256:9699e9d5a063629f560f0ae570108957134c2d6f65ab3f0324119d2652ed1f51

Observation 2cf5a654-d8b5-47ab-817d-d0c17002b786 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.713318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.713318Z digest=sha256:3e7d358adf00492c8703f08d78eedbd1b20597ab1568b08fffb09f0b629acde6

Observation 6e51bba1-ab2e-4d2a-a1aa-63e29c59e710 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:02:28.259322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:02:27.670482Z digest=sha256:bbe5887bcf1f73439fd1c8477f22eb95bad96a7632a89b438dbf66207947b62c

Observation 2acbfa95-207d-4075-8c18-7c6f9ee3bcef · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:02:28.153829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:02:27.733459Z digest=sha256:ed7403fe62556b98a483b8d78f4113b57f35232a9bbcb7ff684fcc2b42844c2e

Observation 3223a15e-c5b4-41bf-8b77-6b83c68008ef · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:02:28.240593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:02:27.689526Z digest=sha256:2f4c3e666625afdd4b3bf31257d46fe38b04c9c40f5fbbb929739691be101551

Observation 84ae9ed4-194f-4452-a979-e70e1826f242 · outbound

This paper cites TinyLlama: An Open-Source Small Language Model.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding TinyLlama: An Open-Source Small Language Model

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.744804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.744804Z digest=sha256:bc0135bd21f7d1028194002caaa100a91c47faf50e6fa370f87a14f2c9de7773

Observation 6a4f51f3-c40c-408a-9c09-c6c808f93775 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.703543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.703543Z digest=sha256:3d994a2872fdc47380ea36d83c188fcfa267b4db8007ccdf84ea2f3deb5e7d10

Observation 7215d9ad-dae1-4218-91e6-782cb9f71bd4 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:02:28.072334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:02:27.755728Z digest=sha256:3defa00a9057bc1039f78b741aeb99b9c84e881c6eb9c4337fae2cae397eef6f

Observation c4b88c64-a304-4e15-8237-ee6387b8ca08 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.721138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.721138Z digest=sha256:426b29767b220618015499519d12e2312cd8a6f358fa61788d04d8b5de22bd2d

Observation cbeb1c3d-4f9b-4d21-a31e-35a6f7a6c4f7 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:02:28.129664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:02:27.738263Z digest=sha256:3d42393b3f623ba86c2115e640e8366eb81d5e585c6766d7633cbb46778021cb

Observation f3d22795-4532-4a4f-b360-e1a56f0cd7e8 · outbound

This paper cites an unresolved cited work.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:02:28.096120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:02:27.750088Z digest=sha256:076216729e366e1aafd0f43bbc6e1675617a81833d753bcf0b7ea18d758e1e90

Observation 3ec613a3-6966-49a3-9cec-642604b53b4d · outbound

This paper cites In Computer Vision–ECCV 2016: 14th European Conference, Amsterdam, The Netherlands, October 11-14, 2016, Proceedings, Part II 14.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding In Computer Vision–ECCV 2016: 14th European Conference, Amsterdam, The Netherlands, October 11-14, 2016, Proceedings, Part II 14

Reference 2016

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.726206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.726206Z digest=sha256:aa7d28c0359e3a3111ae152ef0fedce7d52dcdc1ea8f7fa29b4b8b75f5f56b5e

Observation 0264d1c4-ac40-452d-9fbe-213329acaeca · outbound

This paper cites International journal of computer vision 123 (2017), 32–73.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding International journal of computer vision 123 (2017), 32–73

Reference 2017

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:02:28.706275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:02:27.541143Z digest=sha256:ff0629e155753e6342f671df7cccb1af1d6a2e83bfd52ddd4859d591d34fcb7e

Observation cad35f7d-b357-454d-ba49-fee0b3a9c751 · outbound

This paper cites In Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding In Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 2019

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:02:28.049285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:02:27.761461Z digest=sha256:df541c3077630b663bf05f6bcc2c0b6d8a0d4c2f24239a3188fb62e5b7bbc136

Observation 234e3b4e-4a8e-4650-9abf-f9266277d153 · outbound

This paper cites Language-driven Semantic Segmentation.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding Language-driven Semantic Segmentation

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-06T19:02:27.553989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:02:27.553989Z digest=sha256:e59cb9271a0c4b8d3c58cff179b213c51fc4b73a2d1bff363c445f68ed6715db

Observation b54c1ebc-c303-4caf-8d54-e3a698d551f7 · outbound

This paper cites ACM Transac- tions on Graphics 42, 4 (2023), 1–14.

A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding ACM Transac- tions on Graphics 42, 4 (2023), 1–14

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:02:28.846963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:02:27.508017Z digest=sha256:c6359deb2e0141a8aa3a8f0b8b2d35582896ecaf5819b75dcb63bb54e4264dee

Pith citing papers

Observation 1133017a-5c88-4666-98d4-89b634d1a817 · inbound

QuASH: Using Natural-Language Heuristics to Query Visual-Language Robotic Maps cites this paper.

QuASH: Using Natural-Language Heuristics to Query Visual-Language Robotic Maps A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-04T09:37:24.078009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:37:24.078009Z digest=sha256:d45d30e9299fbf94596aa491195fd34fbd7df3e90d0e93cefa835b28e29c0308