Paper Citation Record · LEDGER

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding

As of 11 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 3 inbound Pith citation observations for arXiv:2501.07819.

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

pith.paper-citation-record.v1
2501.07819 v1

Coverage vector

measured 68 of 68 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:39:12.809687Z

measured 71 of 71 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:46:14.473013Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-17T22:45:24.456612Z

Reference resolution

68 of 68 outbound references displayed

verified exact0
verified fuzzy34
unresolved34
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 86537c9f-e7a5-4eb3-9b3e-f488dcd4dcec · outbound

This paper cites Chatgpt: Optimizing language models for dialogue,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Chatgpt: Optimizing language models for dialogue,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:39:13.987351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9c87d6d7-194d-4d0b-bc4c-e48f9b4be5f9 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding LLaMA: Open and Efficient Foundation Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T20:39:12.465858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a7c1dc8-ba53-4303-b5b0-eb004f24549e · outbound

This paper cites The Llama 3 Herd of Models.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding The Llama 3 Herd of Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T20:39:12.471078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10c6979b-6176-466d-acbd-8629b503412b · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Gemini: A Family of Highly Capable Multimodal Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T20:39:12.477063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00713a15-c5e2-4d3d-83c9-7a4288d67de6 · outbound

This paper cites Blip-2: Bootstrapping language- image pre-training with frozen image encoders and large language models,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Blip-2: Bootstrapping language- image pre-training with frozen image encoders and large language models,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:39:13.970572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4ce9ec64-8924-40b1-b6f9-e35cca63b96b · outbound

This paper cites OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T20:39:12.489257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25316d5b-6cd3-4a81-9267-ad2b14393f95 · outbound

This paper cites Improved Baselines with Visual Instruction Tuning.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Improved Baselines with Visual Instruction Tuning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T20:39:12.495609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54232287-b629-49b0-9e68-f757043a9a7e · outbound

This paper cites X-InstructBLIP: A Framework for aligning X-Modal instruction-aware representations to LLMs and Emergent Cross-modal Reasoning.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding X-InstructBLIP: A Framework for aligning X-Modal instruction-aware representations to LLMs and Emergent Cross-modal Reasoning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T20:39:12.501353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 882b9a20-4a37-4b81-b3f2-b8c0f70adf50 · outbound

This paper cites Scanqa: 3d question answering for spatial scene understanding,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Scanqa: 3d question answering for spatial scene understanding,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:39:13.953513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a9548686-ba0b-4b81-b9d0-bb565b686606 · outbound

This paper cites SQA3D: Situated Question Answering in 3D Scenes.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding SQA3D: Situated Question Answering in 3D Scenes

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T20:39:12.511670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0db83eb1-3ce6-41d2-bf9c-925ac1f187f3 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T20:39:12.517167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 911bfe9a-57be-4a5c-8eda-440d9954f8d6 · outbound

This paper cites Deep hough voting for 3d object detection in point clouds,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Deep hough voting for 3d object detection in point clouds,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:39:13.935076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a4988914-e146-436c-984a-5b43be4ccc57 · outbound

This paper cites 3d-llm: Injecting the 3d world into large language models,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding 3d-llm: Injecting the 3d world into large language models,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T20:39:12.527226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee3aac66-f8e7-40e5-8e73-9779bf3879af · outbound

This paper cites Segment anything,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Segment anything,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:39:13.907356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 75a1cecc-f363-4e4d-871c-366da6dbc5d8 · outbound

This paper cites Masked-attention mask transformer for universal image segmentation,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Masked-attention mask transformer for universal image segmentation,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:39:13.890127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation abb9dd29-7bf7-41cf-accf-bb0bdf76d39d · outbound

This paper cites Training language models to follow instructions with human feedback,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Training language models to follow instructions with human feedback,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T20:39:12.544476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e4a6011-888d-492b-9274-6208796adb90 · outbound

This paper cites An end-to-end transformer model for 3d object detection,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding An end-to-end transformer model for 3d object detection,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:39:13.860073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 67d4dd9f-7124-46bb-9445-7cb3bbb22906 · outbound

This paper cites Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:39:13.843023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 40b8c5a7-a891-41b9-993e-4fe940c5c8e7 · outbound

This paper cites Vicuna: An open-source chatbot impressing gpt-4 with 90%* chatgpt quality,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Vicuna: An open-source chatbot impressing gpt-4 with 90%* chatgpt quality,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T20:39:12.561196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30ec9318-0d55-4ac6-94ed-7f53fb0d6833 · outbound

This paper cites Scannet: Richly-annotated 3d reconstructions of indoor scenes,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Scannet: Richly-annotated 3d reconstructions of indoor scenes,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T20:39:12.566721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76cad131-e458-4a6f-a361-83fd307fa6a0 · outbound

This paper cites Rio: 3d object instance re-localization in changing indoor environments,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Rio: 3d object instance re-localization in changing indoor environments,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:39:13.806435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation cc31d721-d77e-4517-a99e-e737e9b2a136 · outbound

This paper cites Exploring the limits of transfer learning with a unified text-to-text transformer,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Exploring the limits of transfer learning with a unified text-to-text transformer,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:39:13.790129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0ae896f7-fc7f-4c93-91e3-2cbb38a8dd87 · outbound

This paper cites Improving language understanding by generative pre-training,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Improving language understanding by generative pre-training,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T20:39:12.581307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da4c0956-d103-42e3-9ca8-86c7b227b352 · outbound

This paper cites Attention is all you need,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Attention is all you need,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T20:39:12.586551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5dbffb5-a6f5-4d57-ad0f-4e15ee6b49e7 · outbound

This paper cites Language Models are Few-Shot Learners.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Language Models are Few-Shot Learners

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T20:39:12.591535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb4d0a92-6165-4aeb-9219-f20695ae9012 · outbound

This paper cites Palm: Scaling IEEE TRANSACTIONS ON MULTIMEDIA 12 language modeling with pathways,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Palm: Scaling IEEE TRANSACTIONS ON MULTIMEDIA 12 language modeling with pathways,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:39:13.751537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1fd794bd-8bd1-4963-8aed-041f62183640 · outbound

This paper cites Baichuan 2: Open Large-scale Language Models.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Baichuan 2: Open Large-scale Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T20:39:12.601023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f536e8c-4164-41ed-8283-950e810934fa · outbound

This paper cites Flamingo: a visual language model for few-shot learning,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Flamingo: a visual language model for few-shot learning,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T20:39:12.607083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation caaab393-4c06-4497-b3f3-6061c181e667 · outbound

This paper cites Ferret: Refer and Ground Anything Anywhere at Any Granularity.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Ferret: Refer and Ground Anything Anywhere at Any Granularity

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T20:39:12.612153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c7cb602-e538-4525-b269-1e726bc37eeb · outbound

This paper cites OneLLM: One Framework to Align All Modalities with Language.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding OneLLM: One Framework to Align All Modalities with Language

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T20:39:12.617254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2b8a48b-ad0d-4ca3-bfdb-530e479272af · outbound

This paper cites Scanrefer: 3d object localization in rgb-d scans using natural language,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Scanrefer: 3d object localization in rgb-d scans using natural language,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:39:13.725263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 911dd5a4-4baf-46cb-b6c8-95473bfd0bbf · outbound

This paper cites Scan2cap: Context-aware dense captioning in rgb-d scans,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Scan2cap: Context-aware dense captioning in rgb-d scans,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:39:13.709117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c5b17490-9bf3-4fdb-a87a-868bbcd0b204 · outbound

This paper cites Proposalcontrast: Unsupervised pre-training for lidar-based 3d object detection,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Proposalcontrast: Unsupervised pre-training for lidar-based 3d object detection,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:39:13.692413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6b07d920-cd08-4cb2-a785-23756e104843 · outbound

This paper cites Graph neural network and spatiotemporal transformer attention for 3d video object detection from point clouds,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Graph neural network and spatiotemporal transformer attention for 3d video object detection from point clouds,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:39:13.675655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8a1fc6ef-ad7c-4e90-85ed-171f1f181541 · outbound

This paper cites Is-fusion: Instance-scene collaborative fusion for multimodal 3d object detection,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Is-fusion: Instance-scene collaborative fusion for multimodal 3d object detection,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:39:13.658802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5d0485a7-4762-46db-bb92-6ca5cd33ec80 · outbound

This paper cites Lsk3dnet: Towards effective and efficient 3d perception with large sparse kernels,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Lsk3dnet: Towards effective and efficient 3d perception with large sparse kernels,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:39:13.641281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8944b8aa-cb8d-408c-a235-f165081895d1 · outbound

This paper cites Shape2Scene: 3D Scene Representation Learning Through Pre-training on Shape Data.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Shape2Scene: 3D Scene Representation Learning Through Pre-training on Shape Data

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T20:39:12.650267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe59aff1-0f92-4177-867f-3237c083a435 · outbound

This paper cites Clustering based point cloud representation learning for 3d analysis,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Clustering based point cloud representation learning for 3d analysis,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:39:13.622864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation cf5e707a-e2e3-4ed6-8816-3c514a1cde6a · outbound

This paper cites Weakly supervised 3d object detection from lidar point cloud,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Weakly supervised 3d object detection from lidar point cloud,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:39:13.603492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation eb0cf1c9-3fa3-4b9b-9c30-52b079489d09 · outbound

This paper cites PointLLM: Empowering Large Language Models to Understand Point Clouds.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding PointLLM: Empowering Large Language Models to Understand Point Clouds

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-10T20:39:12.665081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9690402-a39d-4b5e-b218-a55365a7d2d2 · outbound

This paper cites ShapeLLM: Universal 3D Object Understanding for Embodied Interaction.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding ShapeLLM: Universal 3D Object Understanding for Embodied Interaction

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-10T20:39:12.669702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 199f1a3b-46a0-4550-9002-399de16f956c · outbound

This paper cites Ulip: Learning a unified representation of language, images, and point clouds for 3d understanding,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Ulip: Learning a unified representation of language, images, and point clouds for 3d understanding,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:39:13.586955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7146b3f7-ccfe-4720-bd8b-5d861a27bb73 · outbound

This paper cites Openshape: Scaling up 3d shape representation towards open-world understanding,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Openshape: Scaling up 3d shape representation towards open-world understanding,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:39:13.569847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 11682bad-c7ed-437e-a279-7bb85f95b4d8 · outbound

This paper cites Contrast with reconstruct: Contrastive 3d representation learning guided by generative pretraining,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Contrast with reconstruct: Contrastive 3d representation learning guided by generative pretraining,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:39:13.553376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 84f41382-658e-4b23-9bbc-0f1133c29f1c · outbound

This paper cites LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-10T20:39:12.689677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43aef20e-db89-4dff-8531-be3e8189dbf2 · outbound

This paper cites BAMBOO: A Comprehensive Benchmark for Evaluating Long Text Modeling Capacities of Large Language Models.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding BAMBOO: A Comprehensive Benchmark for Evaluating Long Text Modeling Capacities of Large Language Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-10T20:39:12.694961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2961d74e-47ac-4eb1-aefa-c5cf3c4b02df · outbound

This paper cites LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-10T20:39:12.699950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e072ceeb-fb24-4ee5-8742-ac729be88d55 · outbound

This paper cites Visual instruction tuning,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Visual instruction tuning,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:39:13.537382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 51a66ac0-39ab-465c-86b7-5954b17470f3 · outbound

This paper cites MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-10T20:39:12.711385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 489413b1-2a61-445c-aeb1-fbb29118e12b · outbound

This paper cites Language models are unsupervised multitask learners,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Language models are unsupervised multitask learners,

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-10T20:39:12.717610Z

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Observation 27ae5591-3cc4-40d7-8fc5-4dfe36296ef3 · outbound

This paper cites Learning transferable visual models from natural language supervision,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Learning transferable visual models from natural language supervision,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:39:13.509451Z

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Observation b03ea6e5-2791-4900-a1b2-af686b0e5f11 · outbound

This paper cites 4d spatio-temporal convnets: Minkowski convolutional neural networks,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding 4d spatio-temporal convnets: Minkowski convolutional neural networks,

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-10T20:39:12.729151Z

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Observation eb37209c-9864-44f0-96fd-5607582103c0 · outbound

This paper cites Point transformer,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Point transformer,

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:39:13.477999Z

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9dbd8e82-1bb1-4f20-b1c0-e73f73c3c873 · outbound

This paper cites slam: Dense slam meets automatic differentiation,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding slam: Dense slam meets automatic differentiation,

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:39:13.459257Z

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Observation 5287a31b-8269-4532-9396-18bd72f82627 · outbound

This paper cites LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-10T20:39:12.744650Z

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Observation 92a66cc1-1d39-49e0-aa03-98ddec7f179b · outbound

This paper cites Context-aware alignment and mutual masking for 3d-language pre-training,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Context-aware alignment and mutual masking for 3d-language pre-training,

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:39:13.440400Z

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Observation a7b91f80-1c30-452a-b690-2b3b0e639472 · outbound

This paper cites Ll3da: Visual interactive instruction tuning for omni-3d understanding reasoning and planning,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Ll3da: Visual interactive instruction tuning for omni-3d understanding reasoning and planning,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:39:13.422876Z

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Observation 01d1941d-f9f0-4048-aa9b-c0a58889375c · outbound

This paper cites Cider: Consensus- based image description evaluation,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Cider: Consensus- based image description evaluation,

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:39:13.403734Z

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2888d537-fda7-40f5-806d-4849acac4193 · outbound

This paper cites Bleu: a method for automatic evaluation of machine translation,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Bleu: a method for automatic evaluation of machine translation,

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:39:13.385071Z

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Observation 5c93929f-3281-45a8-b720-fba181e57d35 · outbound

This paper cites Meteor: An automatic metric for mt evaluation with improved correlation with human judgments,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Meteor: An automatic metric for mt evaluation with improved correlation with human judgments,

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:39:13.366738Z

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Observation b33b90a1-ac3f-4f2d-9fc1-8d37aa5a8a1e · outbound

This paper cites Rouge: A package for automatic evaluation of summaries,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Rouge: A package for automatic evaluation of summaries,

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-10T20:39:12.774546Z

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Observation 98e26045-219e-4bfe-be49-e6b22eecc441 · outbound

This paper cites Mask3d: Mask transformer for 3d semantic instance segmentation,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Mask3d: Mask transformer for 3d semantic instance segmentation,

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-10T20:39:12.779101Z

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Observation 812c78b1-b1b7-4895-a80b-d5fd3c69dd3a · outbound

This paper cites Judging llm-as-a-judge with mt-bench and chatbot arena,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Judging llm-as-a-judge with mt-bench and chatbot arena,

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-10T20:39:12.783741Z

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Observation 836d19e6-d68b-4282-8b6c-9606a30d2992 · outbound

This paper cites 3d-vista: Pre-trained transformer for 3d vision and text alignment,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding 3d-vista: Pre-trained transformer for 3d vision and text alignment,

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:39:13.315861Z

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Observation 9b6f0acb-dab6-4861-9b44-8b2625642794 · outbound

This paper cites Scaling Instruction-Finetuned Language Models.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Scaling Instruction-Finetuned Language Models

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-10T20:39:12.793736Z

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Observation e46bb015-5a37-4b73-94d5-2350e39a3335 · outbound

This paper cites Decoupled Weight Decay Regularization.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Decoupled Weight Decay Regularization

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-10T20:39:12.798622Z

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Observation d894135c-e36f-4193-8e0e-be7883d1cb40 · outbound

This paper cites V otenet: A deep learning label fusion method for multi-atlas segmentation,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding V otenet: A deep learning label fusion method for multi-atlas segmentation,

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:39:13.297387Z

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Observation 87d23797-1061-4368-a0bb-6ba93a11f832 · outbound

This paper cites Deep modular co-attention networks for visual question answering,.

3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding Deep modular co-attention networks for visual question answering,

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:39:13.278368Z

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Pith citing papers

Observation 58d23528-1edd-4483-a4f0-a17c2c013d05 · inbound

Uni3D-MoE: Scalable Multimodal 3D Scene Understanding via Mixture of Experts cites this paper.

Uni3D-MoE: Scalable Multimodal 3D Scene Understanding via Mixture of Experts 3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T13:46:14.473013Z

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Observation 8e4e8dc4-e183-471f-a647-449bd00eab2b · inbound

PySeizure: A single machine learning classifier framework to detect seizures in diverse datasets cites this paper.

PySeizure: A single machine learning classifier framework to detect seizures in diverse datasets 3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding

Reference 9

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Observation cc07f7e3-e66e-40f2-bf53-9bebee77e807 · inbound

Abstract 3D Perception for Spatial Intelligence in Vision-Language Models cites this paper.

Abstract 3D Perception for Spatial Intelligence in Vision-Language Models 3UR-LLM: An End-to-End Multimodal Large Language Model for 3D Scene Understanding

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-17T22:45:24.459884Z

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.