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Paper Citation Record · LEDGER

"What's Happening"- A Human-centered Multimodal Interpreter Explaining the Actions of Autonomous Vehicles

As of 11 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2501.05322.

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

pith.paper-citation-record.v1
2501.05322 v2

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:17:01.120227Z

measured 27 of 27 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

27 of 27 outbound references displayed

  • verified exact2
  • verified fuzzy23
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9e2ac49c-5d11-4a0b-b44e-4ce12aab1684 · outbound

This paper cites Fear of self-driving cars on the rise.

"What's Happening"- A Human-centered Multimodal Interpreter Explaining the Actions of Autonomous Vehicles Fear of self-driving cars on the rise

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:17:01.457536Z

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.

source=pdf_text observed=2026-08-10T21:17:01.025722Z digest=sha256:a5de3848aecabf47624d466c04513b162820ae864fe8c982ff5ff0e6ae98f1b6

Observation bc3399e7-c90f-4a58-838e-ee8c4cd01b22 · outbound

This paper cites Explainable Artificial Intelligence for Autonomous Driving: A Comprehensive Overview and Field Guide for Future Research Directions.

"What's Happening"- A Human-centered Multimodal Interpreter Explaining the Actions of Autonomous Vehicles Explainable Artificial Intelligence for Autonomous Driving: A Comprehensive Overview and Field Guide for Future Research Directions

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-10T21:17:01.030697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:17:01.030697Z digest=sha256:c01483d0a01737cb3df3254721f4d374bcd0cbbdb82cd54ab7bb0556f41d5632

Observation 89f94df8-f0d9-4765-940d-365db7132aef · outbound

This paper cites Explainable artificial intelligence for autonomous driving: A comprehensive overview and field guide for future research directions.

"What's Happening"- A Human-centered Multimodal Interpreter Explaining the Actions of Autonomous Vehicles Explainable artificial intelligence for autonomous driving: A comprehensive overview and field guide for future research directions

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:17:01.445615Z

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.

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Observation 130b3ee8-ddbc-4b60-b5e7-331f084d5290 · outbound

This paper cites Research on the influence and mechanism of human–vehicle moral matching on trust in autonomous vehicles.

"What's Happening"- A Human-centered Multimodal Interpreter Explaining the Actions of Autonomous Vehicles Research on the influence and mechanism of human–vehicle moral matching on trust in autonomous vehicles

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:17:01.433535Z

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.

source=pdf_text observed=2026-08-10T21:17:01.039299Z digest=sha256:62ab3ddd235d1f720b90b7c5461fcebb04bb55de3190f297c5cb64ee1e723257

Observation f6eb5a71-a49a-4f9d-8eef-9dcdc798cf91 · outbound

This paper cites an unresolved cited work.

"What's Happening"- A Human-centered Multimodal Interpreter Explaining the Actions of Autonomous Vehicles Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:17:01.420829Z

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.

source=pdf_text observed=2026-08-10T21:17:01.042908Z digest=sha256:40af3a59cb64a84dca415753f7ef62b4dc945fd0328de16357bdf3f2243973b3

Observation 9ae58f66-e6f8-4421-a700-e6cc6ac6a32f · outbound

This paper cites The role of human-automation consensus in multiple unmanned vehicle scheduling.

"What's Happening"- A Human-centered Multimodal Interpreter Explaining the Actions of Autonomous Vehicles The role of human-automation consensus in multiple unmanned vehicle scheduling

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:17:01.408908Z

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.

source=pdf_text observed=2026-08-10T21:17:01.046292Z digest=sha256:d88da3ebf043e8fab4184ee82015c0ef0a1cd039a1379e44aa0aa22e5b4c156b

Observation 90692648-8a0c-4047-b2e3-450f3b084dca · outbound

This paper cites Energy-efficient Hybrid Model Predictive Trajectory Planning for Autonomous Electric Vehicles.

"What's Happening"- A Human-centered Multimodal Interpreter Explaining the Actions of Autonomous Vehicles Energy-efficient Hybrid Model Predictive Trajectory Planning for Autonomous Electric Vehicles

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-08-10T21:17:01.164533Z

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.

source=pdf_text observed=2026-08-10T21:17:01.050147Z digest=sha256:05320f4103b3bbe06d0bf58592316924010c3db8facb458f7af89403ad39f2f8

Observation 34aa6b92-5d77-4b49-b020-5cf4f8d9ef49 · outbound

This paper cites Why did the ai make that decision? towards an explainable artificial intelligence (xai) for autonomous driving systems.

"What's Happening"- A Human-centered Multimodal Interpreter Explaining the Actions of Autonomous Vehicles Why did the ai make that decision? towards an explainable artificial intelligence (xai) for autonomous driving systems

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:17:01.397681Z

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.

source=pdf_text observed=2026-08-10T21:17:01.053723Z digest=sha256:a23dd4557c8d479e73456de9d22d61823cabef4d5bbff7992794c2a039e51730

Observation bc4ef3da-114a-4aeb-aa3d-383c2e5eb4b5 · outbound

This paper cites V oice user interface interaction design re- search based on user mental model in autonomous vehicle.

"What's Happening"- A Human-centered Multimodal Interpreter Explaining the Actions of Autonomous Vehicles V oice user interface interaction design re- search based on user mental model in autonomous vehicle

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:17:01.384816Z

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.

source=pdf_text observed=2026-08-10T21:17:01.057766Z digest=sha256:c6fd0c50ce77f9afc30806390b7948ed3934a8c51e4665aac915835b6780b57e

Observation 2af712e6-b40d-4c60-a9ee-b1b92827e183 · outbound

This paper cites Adaptive user-centered multimodal interac- tion towards reliable and trusted automotive interfaces.

"What's Happening"- A Human-centered Multimodal Interpreter Explaining the Actions of Autonomous Vehicles Adaptive user-centered multimodal interac- tion towards reliable and trusted automotive interfaces

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:17:01.373379Z

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.

source=pdf_text observed=2026-08-10T21:17:01.061162Z digest=sha256:24fa437ced6fb96fb149e11adbb52b244bba2306a53f5b99f143c5978c65d6e3

Observation 7b5d6c7c-65b8-4da1-ad57-67741a63a9e3 · outbound

This paper cites Ai in autonomous vehicles: Opportunities, challenges, and regula- tory implications.

"What's Happening"- A Human-centered Multimodal Interpreter Explaining the Actions of Autonomous Vehicles Ai in autonomous vehicles: Opportunities, challenges, and regula- tory implications

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:17:01.360767Z

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.

source=pdf_text observed=2026-08-10T21:17:01.064236Z digest=sha256:0bffc350bad60675d3566e7e00671522b7cd06a0a826fd36ef72ecf4a9ae81d7

Observation d97ddb95-2443-431d-b76d-a64eed58409e · outbound

This paper cites Pkrd-cot: A unified chain-of-thought prompting for multi-modal large language models in au- tonomous driving, 2024.

"What's Happening"- A Human-centered Multimodal Interpreter Explaining the Actions of Autonomous Vehicles Pkrd-cot: A unified chain-of-thought prompting for multi-modal large language models in au- tonomous driving, 2024

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:17:01.349568Z

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.

source=pdf_text observed=2026-08-10T21:17:01.067247Z digest=sha256:3f6b1f6e0b4355c47418382d17c45b09d4247c36a24976f547cd9ce827cc5d66

Observation db7a9ee3-0639-4ae8-b4b1-e92832e859fb · outbound

This paper cites Multimodal con- trol system for autonomous vehicles using speech and ges- ture recognition.

"What's Happening"- A Human-centered Multimodal Interpreter Explaining the Actions of Autonomous Vehicles Multimodal con- trol system for autonomous vehicles using speech and ges- ture recognition

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:17:01.338714Z

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.

source=pdf_text observed=2026-08-10T21:17:01.070528Z digest=sha256:c026991f3facaa168e99e9bd0300941b1ff5e1084eae9d2baeed066e2c29f664

Observation 88c81938-8c6a-416b-8036-b67200734fff · outbound

This paper cites Omeiza, K.

"What's Happening"- A Human-centered Multimodal Interpreter Explaining the Actions of Autonomous Vehicles Omeiza, K

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:17:01.328090Z

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.

source=pdf_text observed=2026-08-10T21:17:01.073976Z digest=sha256:1a01b6cfbbf8b37e2000d837814a9d605a7dbee1ca2d11f3895b4fcbac0cabe5

Observation d5250807-e19a-4ec4-a316-d0a9fdbfe857 · outbound

This paper cites Learning to map vehicles into bird’s eye view.

"What's Happening"- A Human-centered Multimodal Interpreter Explaining the Actions of Autonomous Vehicles Learning to map vehicles into bird’s eye view

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:17:01.317706Z

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.

source=pdf_text observed=2026-08-10T21:17:01.078182Z digest=sha256:2a565b9482a015f299a223581986e743fe9ef8278cda3a0594af6e90dce7b680

Observation 77413989-b001-4c73-b512-f65fe464431d · outbound

This paper cites Text-based information design for in-vehicle displays: a sys- tematic review.

"What's Happening"- A Human-centered Multimodal Interpreter Explaining the Actions of Autonomous Vehicles Text-based information design for in-vehicle displays: a sys- tematic review

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:17:01.307320Z

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.

source=pdf_text observed=2026-08-10T21:17:01.081396Z digest=sha256:d898c1227d5386682d8ba211af57dbd73a03e2963a95ee0cd1e77f991f9e9ce9

Observation 4f269555-15b7-4a2d-861d-3d1740d8b294 · outbound

This paper cites Mobile interac- tion: automatically adapting audio output to users and con- texts on communication and media control scenarios.

"What's Happening"- A Human-centered Multimodal Interpreter Explaining the Actions of Autonomous Vehicles Mobile interac- tion: automatically adapting audio output to users and con- texts on communication and media control scenarios

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:17:01.296862Z

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.

source=pdf_text observed=2026-08-10T21:17:01.085083Z digest=sha256:119b80e8a07513d3227ed1dcb11f4f256ebfa510bce276db3e5e1e59905d0116

Observation bb789892-1329-41d9-8d5f-11f6b76dfbd4 · outbound

This paper cites why should i trust you?.

"What's Happening"- A Human-centered Multimodal Interpreter Explaining the Actions of Autonomous Vehicles why should i trust you?

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:17:01.285027Z

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.

source=pdf_text observed=2026-08-10T21:17:01.089158Z digest=sha256:ec6d6886c713501cf2a56610d30a5558ae38f1a7a8ee8da6dece74067ac572b1

Observation c109bc27-fdd2-4558-9604-410044e46756 · outbound

This paper cites Enhancing trust in autonomous vehicles through intelligent user interfaces that mimic human behavior.

"What's Happening"- A Human-centered Multimodal Interpreter Explaining the Actions of Autonomous Vehicles Enhancing trust in autonomous vehicles through intelligent user interfaces that mimic human behavior

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:17:01.273089Z

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.

source=pdf_text observed=2026-08-10T21:17:01.092399Z digest=sha256:e99d3fbdefdd8c7fbdeb4cc6a4919115ec075ece2fbaac55400e45b082c7be96

Observation 1fb1711b-d667-413d-bbac-54f47c8327bf · outbound

This paper cites Airsim: High-fidelity visual and physical simulation for autonomous vehicles.

"What's Happening"- A Human-centered Multimodal Interpreter Explaining the Actions of Autonomous Vehicles Airsim: High-fidelity visual and physical simulation for autonomous vehicles

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:17:01.261285Z

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.

source=pdf_text observed=2026-08-10T21:17:01.095459Z digest=sha256:bfb3760b52a0c91e9d70a0e62ae8f80a8e083245f7106be2a4d311d36a2f3abf

Observation 3548c54d-cd72-4bb7-98cd-7fa0719faab9 · outbound

This paper cites Improvement of au- tonomous vehicles trust through synesthetic-based multi- modal interaction.

"What's Happening"- A Human-centered Multimodal Interpreter Explaining the Actions of Autonomous Vehicles Improvement of au- tonomous vehicles trust through synesthetic-based multi- modal interaction

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:17:01.249669Z

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.

source=pdf_text observed=2026-08-10T21:17:01.098574Z digest=sha256:ec76f29544eec6ac55a44860829ac99cbbabd2ec714c97042f90e040ed8c333f

Observation 5966b283-d7c3-4ef5-8db5-3e0a8e1beb14 · outbound

This paper cites Reli- able and transparent in-vehicle agents lead to higher behav- ioral trust in conditionally automated driving systems.

"What's Happening"- A Human-centered Multimodal Interpreter Explaining the Actions of Autonomous Vehicles Reli- able and transparent in-vehicle agents lead to higher behav- ioral trust in conditionally automated driving systems

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:17:01.235930Z

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.

source=pdf_text observed=2026-08-10T21:17:01.101624Z digest=sha256:2b95967a4e2d32d999d255208553853eccfb64fcf3b0d70e11ab3cf865881151

Observation 403152db-f7d3-4953-b037-2f57521874ad · outbound

This paper cites Advancing Explainable Autonomous Vehicle Systems: A Comprehensive Review and Research Roadmap.

"What's Happening"- A Human-centered Multimodal Interpreter Explaining the Actions of Autonomous Vehicles Advancing Explainable Autonomous Vehicle Systems: A Comprehensive Review and Research Roadmap

Reference 23

Resolution
verified exact
local_arxiv, observed 2026-08-10T21:17:01.149733Z

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.

source=pdf_text observed=2026-08-10T21:17:01.104686Z digest=sha256:be98aee4ba5bd9733b01660458e30a3b8a91e9018679a345560863e3c946d92d

Observation 1131af7a-f72d-4ce6-b8cf-ee2d86329fec · outbound

This paper cites Trust in automated vehicles: constructs, psychological processes, and assessment.

"What's Happening"- A Human-centered Multimodal Interpreter Explaining the Actions of Autonomous Vehicles Trust in automated vehicles: constructs, psychological processes, and assessment

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:17:01.223465Z

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.

source=pdf_text observed=2026-08-10T21:17:01.109054Z digest=sha256:38c803384ab580dbc8ebbf5310f8185ab829f2f91930c20cb4e725b17dde22d5

Observation e147f53f-de3e-4aa7-b2da-f71754e96930 · outbound

This paper cites i’d like an explanation for that!.

"What's Happening"- A Human-centered Multimodal Interpreter Explaining the Actions of Autonomous Vehicles i’d like an explanation for that!

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:17:01.211742Z

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.

source=pdf_text observed=2026-08-10T21:17:01.112552Z digest=sha256:25872e76d1b46535989fb3766f1fcc5089e1a078f21e02c04cb9376c5462ea24

Observation c0c976f9-e8cc-4e88-8440-52b361a845cd · outbound

This paper cites Making pre-trained language models end-to-end few-shot learners with con- trastive prompt tuning.

"What's Happening"- A Human-centered Multimodal Interpreter Explaining the Actions of Autonomous Vehicles Making pre-trained language models end-to-end few-shot learners with con- trastive prompt tuning

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:17:01.199836Z

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.

source=pdf_text observed=2026-08-10T21:17:01.116396Z digest=sha256:d825b06102d3544ba1c7cccfe034b056cb513f1c82243fc6390dccca6e367d9f

Observation b989a5b0-85e5-4214-b75e-aefb4290659c · outbound

This paper cites Review and challenge: High defini- tion map technology for intelligent connected vehicle.

"What's Happening"- A Human-centered Multimodal Interpreter Explaining the Actions of Autonomous Vehicles Review and challenge: High defini- tion map technology for intelligent connected vehicle

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:17:01.188349Z

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.

source=pdf_text observed=2026-08-10T21:17:01.120227Z digest=sha256:6b3b2eb0db1dbc3ac2c17be0e18336cfcbf15a4d0abfed71f0c3d80f5717bf4a

Pith citing papers

No inbound Pith citation observations are available.