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Paper Citation Record · LEDGER

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces

As of 14 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 10 inbound Pith citation observations for arXiv:2501.09024.

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

pith.paper-citation-record.v1
2501.09024 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T23:01:08.557671Z

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:25:04.948807Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T21:10:08.552391Z

Reference resolution

50 of 50 outbound references displayed

  • verified exact0
  • verified fuzzy15
  • unresolved34
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a4726c3d-475b-4731-ba4f-605a126194e7 · outbound

This paper cites Conflict avoidance in social navigation—a survey,.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Conflict avoidance in social navigation—a survey,

Reference 1

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no resolver link, observed 2026-08-10T23:01:08.185702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:01:08.185702Z digest=sha256:c23eb182ad69caaf8cdf732fc6831ade206aba61c9d12775ff1855df70eecf0b

Observation eb20d4ee-6970-4a1f-9df9-9ee679e18f31 · outbound

This paper cites Principles and guidelines for evaluating social robot navigation algorithms,.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Principles and guidelines for evaluating social robot navigation algorithms,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:01:09.778096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:01:08.194466Z digest=sha256:76b6b1a902e46e393bebdd6d83a927e2d66fac2175f47ac206de507c91a7fe57

Observation ebcdaa8a-ade5-4efd-9ca4-9d6ee465bea2 · outbound

This paper cites Core challenges of social robot navigation: A survey,.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Core challenges of social robot navigation: A survey,

Reference 3

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no resolver link, observed 2026-08-10T23:01:08.202669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:01:08.202669Z digest=sha256:7ebc3e24181086bafb1e8f35b0a03cb5e5d1403eba830f36f8f6441d6555251a

Observation 24152565-5ae5-4dc9-88c3-f6c0a6320a42 · outbound

This paper cites Reciprocal n-body collision avoidance,.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Reciprocal n-body collision avoidance,

Reference 4

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no resolver link, observed 2026-08-10T23:01:08.209223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:01:08.209223Z digest=sha256:f726b2d8bef98d80b0954bf47ffc15eee7ac68a1f7e5fb6e4017068f86ba85ef

Observation 48005019-b8f4-44d5-891d-8d9b0b8ce3f5 · outbound

This paper cites Social force model for pedestrian dynam- ics,.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Social force model for pedestrian dynam- ics,

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:01:08.217205Z digest=sha256:ef2f1fd49c77c27ce5ff82b40760e38e5f443114a8e20a8ff03d36c2971f2e85

Observation 744bd63e-8133-4605-8ce8-5a075350ac3b · outbound

This paper cites Social-aware robot navigation in urban environments,.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Social-aware robot navigation in urban environments,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:01:09.718716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:01:08.224865Z digest=sha256:58b2ec6772f090637d057c29a50a855811a0cc75bf8e66369eb58ba911979983

Observation 3ca4a8b0-44b3-4bb9-82f6-30c78c4c5ecb · outbound

This paper cites Socially compliant navigation dataset (scand): A large-scale dataset of demonstrations for social navigation,.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Socially compliant navigation dataset (scand): A large-scale dataset of demonstrations for social navigation,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:01:09.697360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:01:08.232397Z digest=sha256:570dab1049df6325a4b85efa54f5e25e8ef82652ded7ed9b35e42e1ba591e7d0

Observation fa346a68-712e-4d0f-b1c0-4455c872309e · outbound

This paper cites Toward human-like social robot navigation: A large-scale, multi- modal, social human navigation dataset,.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Toward human-like social robot navigation: A large-scale, multi- modal, social human navigation dataset,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:01:09.675214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:01:08.238569Z digest=sha256:0246a685b99c0466c61ac5230f6c9a32166ce6495bf965a26c558ebe2819eeeb

Observation 512e13d6-4e21-45e5-b633-fa532e986847 · outbound

This paper cites Sacson: Scalable autonomous control for social navigation,.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Sacson: Scalable autonomous control for social navigation,

Reference 9

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no resolver link, observed 2026-08-10T23:01:08.245238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:01:08.245238Z digest=sha256:660db3da3a0400ed3d35f1a92ed3787d1e1edf4dfb3ebba9568f1ae01b3f09d5

Observation 3bda7eea-b61a-4a5d-9de4-b1b6fdeda2fb · outbound

This paper cites Visual instruction tuning,.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Visual instruction tuning,

Reference 10

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source=pdf_text observed=2026-08-10T23:01:08.251225Z digest=sha256:7905331f6b46ba62b2fe8bc8eaf2e00ad036a856fd9eb8826292f299eefa5370

Observation 239329e5-3b5a-48d3-a97a-5918e6f680c4 · outbound

This paper cites Vanp: Learning where to see for navigation with self-supervised vision-action pre-training,.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Vanp: Learning where to see for navigation with self-supervised vision-action pre-training,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:01:09.617980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:01:08.265221Z digest=sha256:a92fe27eb801783b37bc78ab1f2bbcdb6cbea70b8c7d6f2d1258211e409b628b

Observation 3c95e634-110c-4e0c-aaa5-4f498170cd44 · outbound

This paper cites A Protocol for Validating Social Navigation Policies.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces A Protocol for Validating Social Navigation Policies

Reference 12

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no resolver link, observed 2026-08-10T23:01:08.281900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:01:08.281900Z digest=sha256:73d93e3f27669531f9ba132bf722f718721d72a9174fb2122e6c525aa93ec939

Observation f5b59245-3717-4368-a346-563d42bf765b · outbound

This paper cites Robot companion: A social- force based approach with human awareness-navigation in crowded environments,.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Robot companion: A social- force based approach with human awareness-navigation in crowded environments,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:01:09.587588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:01:08.288918Z digest=sha256:95fb7aa3305ebf700f3641b65b71b31a3a258a7a819632661880e182e8ac2ff4

Observation d5d20c7f-5a56-4cd4-9412-055317b28543 · outbound

This paper cites Human-robot proxemics: physical and psychological distancing in human-robot interaction,.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Human-robot proxemics: physical and psychological distancing in human-robot interaction,

Reference 14

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:01:08.295448Z digest=sha256:2d1320d0e0251d349f1e80bd55af4dcfad0cf3cf6faf2af32314190f3697e9ff

Observation 9ddd1b75-2427-4f7f-9a78-d69e230d1e9e · outbound

This paper cites Robot navigation in large-scale social maps: An action recognition approach,.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Robot navigation in large-scale social maps: An action recognition approach,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:01:09.554168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:01:08.302398Z digest=sha256:08769131b4988f7cbd40ed9db16c7d16b3e002490935caaeff2eb8f398253230

Observation b7f5e78c-8c89-4f36-b5ec-9cf001a0a247 · outbound

This paper cites Exploring reflective limitation of behavior cloning in autonomous vehicles,.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Exploring reflective limitation of behavior cloning in autonomous vehicles,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:01:09.534511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:01:08.310808Z digest=sha256:de773904ffcf90d93a4afa8aeda67383bd0c27325354025ea30d350ffbc64ff6

Observation 95318e53-74da-4df5-9a91-8089a20fe3a0 · outbound

This paper cites Targeted learning: A hybrid approach to social robot navigation,.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Targeted learning: A hybrid approach to social robot navigation,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:01:09.513928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:01:08.319241Z digest=sha256:20e4c7e6c7ba126f7dc8c7c710f4a68b4e0b6661cec058306fd82cee6e778d79

Observation ec5d2524-61e3-4aae-889d-c4021084716e · outbound

This paper cites Data-driven hri: Learn- ing social behaviors by example from human–human interaction,.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Data-driven hri: Learn- ing social behaviors by example from human–human interaction,

Reference 18

Resolution
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raw_fallback, observed 2026-08-10T23:01:09.495669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:01:08.330453Z digest=sha256:9494676dd853e6b151740bca9fa15ed4071a8c8df86c9e7007722f9de3d5c48f

Observation f400fbb3-ff21-40b0-b9ea-2e3296ac9358 · outbound

This paper cites Appld: Adaptive planner parameter learning from demonstration,.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Appld: Adaptive planner parameter learning from demonstration,

Reference 19

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:01:08.338366Z digest=sha256:8d15e649d39e7e56ad8c3e3fe67bb9cb5a61039e13d29bf234c599859597ac26

Observation f46ee27b-a1d3-47b7-8488-59fea0054375 · outbound

This paper cites Learning model pre- dictive controllers with real-time attention for real-world navigation,.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Learning model pre- dictive controllers with real-time attention for real-world navigation,

Reference 20

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:01:08.345895Z digest=sha256:decab05bf268219e15904d6b8d0a81d1c572aaeac9caba37ff1612107dbd1804

Observation a9a4bc09-8475-419c-ad0d-6f0c6f65ae05 · outbound

This paper cites Deep representation learning: Fundamentals, technologies, applications, and open challenges,.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Deep representation learning: Fundamentals, technologies, applications, and open challenges,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:01:09.433151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:01:08.352873Z digest=sha256:86f615f5ee13df0f9a72609a15be5380037c4344b1bce2a47d4c487e916c49af

Observation ea6c641d-eed7-424a-92cf-079189d58809 · outbound

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

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning

Reference 22

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T23:01:08.360509Z digest=sha256:1d0b59784346e3249642edfdaf71d55e147c9bb4956ccb90f9c8e6b543b931e9

Observation e5c43d32-e685-48be-bc9b-6f1404200c6a · outbound

This paper cites MMBench: Is Your Multi-modal Model an All-around Player?.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces MMBench: Is Your Multi-modal Model an All-around Player?

Reference 23

Resolution
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Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T23:01:08.368963Z digest=sha256:8356c2daa324328ee068d280c2174880651e4a750a54fd18b8b3b7a19fa2c764

Observation 7bf96cce-6eb8-43fa-9f5c-324e5272c524 · outbound

This paper cites SVIT: Scaling up Visual Instruction Tuning.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces SVIT: Scaling up Visual Instruction Tuning

Reference 24

Resolution
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no resolver link, observed 2026-08-10T23:01:08.375491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:01:08.375491Z digest=sha256:27803cb6aff08234a15505a3638eecf988feeb0bd020cdd341e901150a9a621d

Observation 76c474ea-bf81-4d73-8188-d4bcdcaed8fa · outbound

This paper cites Visual Instruction Tuning towards General-Purpose Multimodal Model: A Survey.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Visual Instruction Tuning towards General-Purpose Multimodal Model: A Survey

Reference 25

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:01:08.385867Z digest=sha256:47f6960d96465c48bf314ef39f3ecca876e8d9e7f3ca7dfa05c9d2ac87b79dc4

Observation 903c2df0-f736-44c0-a553-a9c8fb94cc6b · outbound

This paper cites Microsoft COCO: Common Objects in Context.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Microsoft COCO: Common Objects in Context

Reference 26

Resolution
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no resolver link, observed 2026-08-10T23:01:08.398839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:01:08.398839Z digest=sha256:5c3803e76261d000021fbf6d7c42022a14370341100b3e88a075c3806a698897

Observation 10943af6-a93e-492c-a537-ab22892d774d · outbound

This paper cites Lamm: Language-assisted multi-modal instruction-tuning dataset, framework, and benchmark,.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Lamm: Language-assisted multi-modal instruction-tuning dataset, framework, and benchmark,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:01:09.412685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:01:08.408998Z digest=sha256:69e078b6d658c69444b55fe75303fc5198ea17bee4b35d1bf8c7e09799dd0e23

Observation c338da44-49c9-4708-b092-ea59116be6b3 · outbound

This paper cites ALLaVA: Harnessing GPT4V-Synthesized Data for Lite Vision-Language Models.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces ALLaVA: Harnessing GPT4V-Synthesized Data for Lite Vision-Language Models

Reference 28

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:01:08.417685Z digest=sha256:3f1614952d4b39cdb1375ef57fe2b2289d3a39725bdf02322716c805b0b4d510

Observation c2420a18-5892-49ce-9903-002b4a4e042d · outbound

This paper cites DriveLM: Driving with Graph Visual Question Answering.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces DriveLM: Driving with Graph Visual Question Answering

Reference 29

Resolution
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no resolver link, observed 2026-08-10T23:01:08.423570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:01:08.423570Z digest=sha256:d1713c9122b2a7c7fa406e6c0626f4a41e55b9c5c4d20cdbdcd6adfefaf9d77a

Observation fdb258d4-928d-4931-92ba-c46911302914 · outbound

This paper cites LingoQA: Visual Question Answering for Autonomous Driving.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces LingoQA: Visual Question Answering for Autonomous Driving

Reference 30

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no resolver link, observed 2026-08-10T23:01:08.429869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:01:08.429869Z digest=sha256:d88116a1927c9eaef72360279a6e37a0d279df9bcb120834cc41416468c723de

Observation da149138-46bd-40ef-9627-dddc905a9524 · outbound

This paper cites LIMA: Less Is More for Alignment.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces LIMA: Less Is More for Alignment

Reference 31

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:01:08.436680Z digest=sha256:64491b05714ab7472b28a00e9b374338adc2140b10b48d8a73c2ae667172a4bc

Observation 8195f48a-3b06-46ea-8031-e6e4f5ad1915 · outbound

This paper cites AlpaGasus: Training A Better Alpaca with Fewer Data.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces AlpaGasus: Training A Better Alpaca with Fewer Data

Reference 32

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source=pdf_text observed=2026-08-10T23:01:08.443092Z digest=sha256:eb745d6f31c626ff6315a74b5b6ba05a427e70c4f5bb8777b8151431ae4bf0d3

Observation c6714b32-3947-4c83-b032-bb97638279d4 · outbound

This paper cites Instruction Mining: Instruction Data Selection for Tuning Large Language Models.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Instruction Mining: Instruction Data Selection for Tuning Large Language Models

Reference 33

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source=pdf_text observed=2026-08-10T23:01:08.449490Z digest=sha256:aedad027f0df78628d25aa87ec47442dd311a7603776f0bebab9079d10139fae

Observation 7aa22314-150e-4637-b044-0071fea85742 · outbound

This paper cites MM-LIMA: Less Is More for Alignment in Multi-Modal Datasets.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces MM-LIMA: Less Is More for Alignment in Multi-Modal Datasets

Reference 34

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:01:08.455984Z digest=sha256:52d544dd94442a16f665d04a78d1e2d2547dd1f4655b76efac58ea441a3608d1

Observation b8e7a55b-dda3-4166-9f4d-a94ba55b2935 · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 35

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:01:08.462569Z digest=sha256:dde03c2cd8eb066ed19bc7b13fece9a2487496c3d06ce00679230f227b727a5c

Observation b39d7d6c-dd34-4c75-95bb-5e92cf6fcebf · outbound

This paper cites an unresolved cited work.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Unresolved cited work

Reference 36

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:01:08.469560Z digest=sha256:f9960a7844a91c976d51269a02b7267b3f3ce3bbbc003b2e865b61f54a3103dd

Observation 3ae28efb-4ca8-4f9c-80b9-6f14562b864d · outbound

This paper cites Marr, Vision : a computational investigation into the human representation and processing of visual information.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Marr, Vision : a computational investigation into the human representation and processing of visual information

Reference 37

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verified fuzzy
raw_fallback, observed 2026-08-10T23:01:09.367646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:01:08.477208Z digest=sha256:b8c346364c63e9a8ae9acc005f9329efe7456af994ad3e0570de317b99832584

Observation 3d43a7d1-e8fb-4156-b7dc-37296458d72b · outbound

This paper cites Spatialvlm: Endowing vision-language models with spatial reasoning capabilities,.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Spatialvlm: Endowing vision-language models with spatial reasoning capabilities,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:01:09.335847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:01:08.484445Z digest=sha256:b80b8687299dfdd2d9b1dc89554ad7ae82cecc7ee857afb1a2328f385d6b98f9

Observation 4d71acc0-5e54-4f84-968d-cf162780eb78 · outbound

This paper cites GPT-4 Technical Report.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces GPT-4 Technical Report

Reference 39

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no resolver link, observed 2026-08-10T23:01:08.491895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:01:08.491895Z digest=sha256:616b9d71aa6bae024d8c7c763607a1dea4cda178b63169382e21de179d76fe0a

Observation c7cfa1ed-d3bf-44fa-918e-eab9aacb3e6b · outbound

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

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Gemini: A Family of Highly Capable Multimodal Models

Reference 40

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no resolver link, observed 2026-08-10T23:01:08.499496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:01:08.499496Z digest=sha256:5311825d9c40141ae2747f165ab573923d877228671ec7bde8d7f72b4a0f827e

Observation 846fb2f2-e1a8-436d-9b55-77606b0ea995 · outbound

This paper cites Lora: Low-rank adaptation of large language models,.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Lora: Low-rank adaptation of large language models,

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-10T23:01:08.508876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:01:08.508876Z digest=sha256:ee950b265f13683325dfc208b598be48a8577d8a2dcdb04395c947d960ded09f

Observation 517a0395-b94f-455c-ac51-15f0b0de6eec · outbound

This paper cites SpatialRGPT: Grounded Spatial Reasoning in Vision Language Models.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces SpatialRGPT: Grounded Spatial Reasoning in Vision Language Models

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-10T23:01:08.524496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:01:08.524496Z digest=sha256:6b0f6aae7bcf1fd1229afdb90854eb30bd1d8bf1ddfd1d27951364460b2cf564

Observation 3b20cc39-d3fd-4efa-8abb-9158739bcd8f · outbound

This paper cites Structured spatial reasoning with open vocabulary object detectors,.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Structured spatial reasoning with open vocabulary object detectors,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:01:09.299091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:01:08.532255Z digest=sha256:44106234cbd69ae50fd00c5ddde369e276a430fe10b75093467015418e744462

Observation 0468ba8d-c02f-4785-8ed1-3d6c64e7b565 · outbound

This paper cites Vision- and-language navigation: A survey of tasks, methods, and future directions,.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Vision- and-language navigation: A survey of tasks, methods, and future directions,

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-10T23:01:08.538521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:01:08.538521Z digest=sha256:35b5d767082b80f32462cbe6dc2708f89112631d8342d83a79e56fedaf34dcb9

Observation effb321a-65db-4508-b35d-580552d7f6a1 · outbound

This paper cites GPT-Driver: Learning to Drive with GPT.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces GPT-Driver: Learning to Drive with GPT

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-10T23:01:08.544936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:01:08.544936Z digest=sha256:93cbd859962fc0fc7e7e991a7b446b9502733839e81b61ec15cb7578956dbea6

Observation e6950e09-bbe7-4121-89a6-a8dc28bcf122 · outbound

This paper cites Verifiably Following Complex Robot Instructions with Foundation Models.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Verifiably Following Complex Robot Instructions with Foundation Models

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-10T23:01:08.550920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:01:08.550920Z digest=sha256:d00d43254e74c0a3cda64c0f1c931fc796535f5272eeadd926ea24ddd72899ce

Observation 6277bf27-adcc-4719-acc0-937f968bba1c · outbound

This paper cites Vision-and-Language Navigation Today and Tomorrow: A Survey in the Era of Foundation Models.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Vision-and-Language Navigation Today and Tomorrow: A Survey in the Era of Foundation Models

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-10T23:01:08.557671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:01:08.557671Z digest=sha256:f3a205caa2a25cc3c9dfc404b20020b7194aa10cb7dafed425304c4c88c461a2

Observation f69939b2-5c5c-4889-bec5-beba66f11609 · outbound

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

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces LoRA: Low-Rank Adaptation of Large Language Models

Reference 2021

Resolution
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no resolver link, observed 2026-08-10T23:01:08.517015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:01:08.517015Z digest=sha256:3060042ac502362436bccb88de4ea37c519552812fb1d889bde401e7c7b8ff7f

Observation 4b91085b-47f2-4dca-95cf-3dd267d81efa · outbound

This paper cites Visual Instruction Tuning.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Visual Instruction Tuning

Reference 2023

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:01:08.256568Z digest=sha256:05740c1a88eb9f3897d90a371ec278c1ce00ea0bdd7b161bf6e81b1173b9f8cf

Observation eb2bd44e-0beb-4e5d-aad2-578d1a875e12 · outbound

This paper cites VANP: Learning Where to See for Navigation with Self-Supervised Vision-Action Pre-Training.

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces VANP: Learning Where to See for Navigation with Self-Supervised Vision-Action Pre-Training

Reference 2024

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metadata mismatch
local_arxiv, observed 2026-08-10T23:01:09.249181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:01:08.272974Z digest=sha256:d95ee6e72e9eb07c109c4e459e5bd7ad20750245953c8f7b228f6008438a32c5

Pith citing papers

Observation a735bf98-5ff6-4bb9-93db-4398d6f382d8 · inbound

AutoSpatial: Visual-Language Reasoning for Social Robot Navigation through Efficient Spatial Reasoning Learning cites this paper.

AutoSpatial: Visual-Language Reasoning for Social Robot Navigation through Efficient Spatial Reasoning Learning Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-23T00:27:17.796539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-23T00:26:58.273861Z digest=sha256:1aea2f18966cc60dc43623cd2d55a20ce3b0fed4d57b7b609c70381f1e15fc45

Observation 8030906a-0d0b-48d4-acb5-a22bdabea35b · inbound

Trust Through Transparency: Explainable Social Navigation for Autonomous Mobile Robots via Vision-Language Models cites this paper.

Trust Through Transparency: Explainable Social Navigation for Autonomous Mobile Robots via Vision-Language Models Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-05-22T20:25:05.406392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-22T20:24:46.225249Z digest=sha256:893adcc972f7897015f48abaa0e40eba1d9679d4a48f365aa069abd7e847848b

Observation 8071cd29-f15f-4b4d-ab67-68d890790e7e · inbound

Narrate2Nav: Real-Time Visual Navigation with Implicit Language Reasoning in Human-Centric Environments cites this paper.

Narrate2Nav: Real-Time Visual Navigation with Implicit Language Reasoning in Human-Centric Environments Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T00:25:04.948807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:25:04.948807Z digest=sha256:5916b56934b9f81d0d53609084fbd72ed179deb18560cbb4a44aefc0d6a19a05

Observation 008c4d89-bd89-41cb-aa6b-87abc623945c · inbound

HALO: Human Preference Aligned Offline Reward Learning for Robot Navigation cites this paper.

HALO: Human Preference Aligned Offline Reward Learning for Robot Navigation Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T05:41:41.959671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:41:41.959671Z digest=sha256:036106e1d0ecff035dc136c0bc0581be1cb5326e0578effe1886e5f419bf8d9a

Observation c14555a3-8daf-42db-838d-3ffdc0a58d06 · inbound

Logic-Guided Socially-aware Robot Navigation World Model cites this paper.

Logic-Guided Socially-aware Robot Navigation World Model Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-04T07:54:07.763791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:54:07.763791Z digest=sha256:860f9cb2ed6145feb6c5933843f2b0ff5e63b954445b0275772f3512ed347f5a

Observation e1cd809c-a776-4a25-8902-e60e3e343cdd · inbound

MUSON: A Reasoning-oriented Multimodal Dataset for Socially Compliant Navigation in Urban Environments cites this paper.

MUSON: A Reasoning-oriented Multimodal Dataset for Socially Compliant Navigation in Urban Environments Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-03T13:51:32.307397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:51:32.307397Z digest=sha256:4e3ed9b905aebebb1415b00ceaac6e21e647945780b405d5ae0531a8f55a9fc6

Observation 2e49b047-0d85-4fa4-a951-0374467b9cf5 · inbound

HCSG: Human-Centric Semantic-Geometric Reasoning for Vision-Language Navigation cites this paper.

HCSG: Human-Centric Semantic-Geometric Reasoning for Vision-Language Navigation Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-14T18:07:33.852632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-14T18:04:27.823075Z digest=sha256:4a91039014d84b4ee636c979662c3983dc2255d737c95f78e39c10b0e34722d2

Observation 3df5c082-6422-4754-994e-898505c50dd2 · inbound

Act on What You See: Unlocking Safe Social Navigation in Vision-Language-Action Models cites this paper.

Act on What You See: Unlocking Safe Social Navigation in Vision-Language-Action Models Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-07-03T06:07:41.692074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-06-27T12:52:38.764427Z digest=sha256:b37b7847d7cea139de38f17c2af299931e6cefff5af21b1dc03b564949513e89

Observation 7e28c39f-1b1e-4f96-b5ad-e7672a97f5c4 · inbound

Learning Robot Visual Navigation in Crowds via Intention-Aware Scene Representations cites this paper.

Learning Robot Visual Navigation in Crowds via Intention-Aware Scene Representations Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-07-04T21:10:08.555837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-06-25T19:06:41.116675Z digest=sha256:ffdc0d63e7981b6caae8e7d95400adbac9d5176477513f010c79fcdd8f65a572

Observation e2c62eb0-ee22-4109-8aba-be77a9913e6f · inbound

Think When It Matters: Conditional VLM Reasoning for Social Navigation with RL Policies cites this paper.

Think When It Matters: Conditional VLM Reasoning for Social Navigation with RL Policies Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces

Reference 37

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unresolved
no resolver link, observed 2026-07-14T07:49:44.998466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T07:49:44.998466Z digest=sha256:a4e955f0272b25992111249bc9eeabaee8fbb7e536bd387913eef23f5face76a