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Paper Citation Record · LEDGER

A Driver Advisory System Based on Large Language Model for High-speed Train

As of 15 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2501.07837.

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

pith.paper-citation-record.v1
2501.07837 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:38:00.924997Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

33 of 33 outbound references displayed

  • verified exact0
  • verified fuzzy11
  • unresolved22
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 46e14191-85a3-4d50-bc2e-f762c67d7332 · outbound

This paper cites Bagheri, V.

A Driver Advisory System Based on Large Language Model for High-speed Train Bagheri, V

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:38:01.318410Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-10T20:38:00.802322Z digest=sha256:a35dd36b9ae00a88e659b50f912eaa8262b9952773a25accbdbeddad3b1ea7af

Observation 53e6250e-b7cf-42f7-ae69-7b93521db193 · outbound

This paper cites Li, Z.-g.

A Driver Advisory System Based on Large Language Model for High-speed Train Li, Z.-g

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:38:01.307762Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-10T20:38:00.806646Z digest=sha256:d78abfa4c6e2d3543321cf4adea3533e1d0481fbf4a938553270a79a044b93c9

Observation 3c01d223-d46e-48ff-985c-eabc3052b62b · outbound

This paper cites Zhu, Z.-g.

A Driver Advisory System Based on Large Language Model for High-speed Train Zhu, Z.-g

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:38:01.296836Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-10T20:38:00.810782Z digest=sha256:454d30ccb0aeeff9bf4dc5d64946182daadf85e5f0736432b76169fc316cb025

Observation b1b02cfe-e18a-4e01-b251-55ecb5c303c8 · outbound

This paper cites Dong, and H.

A Driver Advisory System Based on Large Language Model for High-speed Train Dong, and H

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:38:01.286918Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-10T20:38:00.815003Z digest=sha256:dc98d492d80e3ede9e9e563912b7212e5576e0d0ad2d7ebfe01688ba5cbbe4a8

Observation c9d6395e-e109-4fbc-8bac-dd90d7d10f1b · outbound

This paper cites an unresolved cited work.

A Driver Advisory System Based on Large Language Model for High-speed Train Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:38:01.276534Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-10T20:38:00.819720Z digest=sha256:fab46bbd21fe65ddeae7ac78bf95bb91a2a7b9020a5a123a0412ed109910c2a0

Observation 7d8ef065-ea10-4202-9b85-a696fbc66635 · outbound

This paper cites Chatlaw: A Multi-Agent Legal Assistant based on a Role-Aligned Mixture-of-Experts Architecture.

A Driver Advisory System Based on Large Language Model for High-speed Train Chatlaw: A Multi-Agent Legal Assistant based on a Role-Aligned Mixture-of-Experts Architecture

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-10T20:38:00.823652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:38:00.823652Z digest=sha256:dde1d1db0f331721c25ee2414646ff709b5fea31735950e95632d8b75d3d9be9

Observation d59ce2a5-a6df-4166-adf2-80b2a96a2e6c · outbound

This paper cites BloombergGPT: A Large Language Model for Finance.

A Driver Advisory System Based on Large Language Model for High-speed Train BloombergGPT: A Large Language Model for Finance

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-10T20:38:00.828380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:38:00.828380Z digest=sha256:0d18651da6e4bed9886f1ea63275cc5bd114382e466574fd765909aac58bf30a

Observation a92c3ef1-6fd0-4d7a-87e6-67a0925e8832 · outbound

This paper cites an unresolved cited work.

A Driver Advisory System Based on Large Language Model for High-speed Train Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:38:01.265882Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-10T20:38:00.832731Z digest=sha256:0335e44339d4f51c0c9790681057f9186f344c492aee618bdd6793abab85f655

Observation 1436935a-7885-48d5-bd94-d648a10d0b32 · outbound

This paper cites an unresolved cited work.

A Driver Advisory System Based on Large Language Model for High-speed Train Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:38:01.255393Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-10T20:38:00.836433Z digest=sha256:25b9c285a4101f795394b49a70dc66ddbea5c6ac8413888a6f737a97671febe4

Observation cd8a3603-3e63-467c-8914-e84c90d93cf9 · outbound

This paper cites an unresolved cited work.

A Driver Advisory System Based on Large Language Model for High-speed Train Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:38:01.245135Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-10T20:38:00.839947Z digest=sha256:5884b2a19e55e20824a202d8aab1fe2a543582ef2bad2227da02b58e71e8272f

Observation de723056-dc2f-4db4-bac5-4be9929a39fe · outbound

This paper cites an unresolved cited work.

A Driver Advisory System Based on Large Language Model for High-speed Train Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:38:01.233619Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-10T20:38:00.843539Z digest=sha256:678cb82a126d73caf712b7a514b2139bd01e3f6b3e046bafbdc3ff97016cef0a

Observation 85ded15a-db34-4f42-97e3-75143e779efd · outbound

This paper cites Zhu, and S.

A Driver Advisory System Based on Large Language Model for High-speed Train Zhu, and S

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:38:01.222699Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-10T20:38:00.847039Z digest=sha256:3cfa3211958dba73d8519d310ec5498fe8bf4f60ced0efce976537e601455e7e

Observation c7076ce5-5e59-4ffe-bb8d-023bc580d159 · outbound

This paper cites an unresolved cited work.

A Driver Advisory System Based on Large Language Model for High-speed Train Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:38:01.210884Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-10T20:38:00.850672Z digest=sha256:1428b8e2df81044f17af400e5d5c669b002ebf76fcd647e56eae99748269e075

Observation 4ba05867-97cf-4766-a165-c5d03242ba26 · outbound

This paper cites Carbone, F.

A Driver Advisory System Based on Large Language Model for High-speed Train Carbone, F

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:38:01.199169Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-10T20:38:00.854167Z digest=sha256:8ae7900bf3d232b80c8a59ab843d0234fe177303fe7229d04b6dca97f6a067e2

Observation e09711ac-940b-4e2a-bed4-ba8b46ebc13b · outbound

This paper cites an unresolved cited work.

A Driver Advisory System Based on Large Language Model for High-speed Train Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:38:01.187566Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-10T20:38:00.857915Z digest=sha256:30e807ca6ae68d2c4639768ec2f9b324208cbfd74f79453012caab7e762f940f

Observation 3a33eee2-5f46-49ea-87c0-79313af2c1d7 · outbound

This paper cites Berdjag, P.

A Driver Advisory System Based on Large Language Model for High-speed Train Berdjag, P

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:38:01.175977Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-10T20:38:00.861497Z digest=sha256:960dbe40f4ae3fc6adef540d072cafe0740adf1c47629be5281e8e57f8f6e124

Observation 6e88e110-bf87-42ed-a100-8a6a618ef51c · outbound

This paper cites Huang, J.

A Driver Advisory System Based on Large Language Model for High-speed Train Huang, J

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:38:01.165216Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-10T20:38:00.865131Z digest=sha256:7db77ea9df89643a5ef8e80f69ed5c93d215fa5e64c61baf104e282bf8081f85

Observation 2ea94595-13d3-49ed-90fa-d9996db64bc0 · outbound

This paper cites an unresolved cited work.

A Driver Advisory System Based on Large Language Model for High-speed Train Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:38:01.153662Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-10T20:38:00.868794Z digest=sha256:12af1af6ccfb6107036236f00b45b5c6e932e0264ea67c6b5549651f91145864

Observation 4ab32279-5f74-4e70-b6bb-22e1a86731ed · outbound

This paper cites TransGPT: Multi-modal Generative Pre-trained Transformer for Transportation.

A Driver Advisory System Based on Large Language Model for High-speed Train TransGPT: Multi-modal Generative Pre-trained Transformer for Transportation

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-10T20:38:00.872448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:38:00.872448Z digest=sha256:20c1677a73af195332878264e86faf9d4f3b89c3a6a5700f516335b10fb6dfd2

Observation 67bbd665-abc8-4b8d-a502-d21ca2bcea15 · outbound

This paper cites Qwen Technical Report.

A Driver Advisory System Based on Large Language Model for High-speed Train Qwen Technical Report

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-10T20:38:00.876519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:38:00.876519Z digest=sha256:3fb74a1ef70395072af41bc8cd3b8d26d2ad977a29f4f37895bdc7384c84fba1

Observation 7ee801e0-6b98-4018-a291-3af9073cacb5 · outbound

This paper cites an unresolved cited work.

A Driver Advisory System Based on Large Language Model for High-speed Train Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:38:01.142350Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-10T20:38:00.880224Z digest=sha256:80dc19e8a77229f825f10e9ed03ac30a9d52285e99ff367fe1214b12688ed6c8

Observation 6c1ff45d-f8e8-49d7-8372-5952517421d6 · outbound

This paper cites CMMLU: Measuring massive multitask language understanding in Chinese.

A Driver Advisory System Based on Large Language Model for High-speed Train CMMLU: Measuring massive multitask language understanding in Chinese

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-10T20:38:00.883661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:38:00.883661Z digest=sha256:b441b2c0326e046bcaabb7817a14fab4b3175b95b7954ff0bb6ed9f6ea2970bf

Observation 24f7c239-1ce6-444e-b9f6-1e453d744967 · outbound

This paper cites an unresolved cited work.

A Driver Advisory System Based on Large Language Model for High-speed Train Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:38:01.130654Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-10T20:38:00.887520Z digest=sha256:9ab2e9eb27e1cb09938c585e233526992177cf87b18a26f26507e90d8c6352ba

Observation b3b5a422-2f5e-4d23-a2b3-5fbb5fdc313a · outbound

This paper cites I., Baichuan -7B.

A Driver Advisory System Based on Large Language Model for High-speed Train I., Baichuan -7B

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:38:01.118446Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-10T20:38:00.890826Z digest=sha256:23d8bd027cef9005f5cac9e0e105540be7caf01663239f4ea20d6334b61f0323

Observation 6287c6b2-21f2-4981-b94d-7137dd82b88a · outbound

This paper cites Crosslingual Generalization through Multitask Finetuning.

A Driver Advisory System Based on Large Language Model for High-speed Train Crosslingual Generalization through Multitask Finetuning

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-10T20:38:00.894929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:38:00.894929Z digest=sha256:a322d73d87e2b6b0af382bbf55db2e5a0a94de67e88cd525322804bdc51129fd

Observation af61bd98-8a0e-4a9f-aee8-8d67be8bf841 · outbound

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

A Driver Advisory System Based on Large Language Model for High-speed Train LoRA: Low-Rank Adaptation of Large Language Models

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-10T20:38:00.899241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:38:00.899241Z digest=sha256:e84cdf2fb0e1b810e1112744dbf078604f04de41e723c931346283ca936d75b4

Observation 8aa21833-7ef6-48e2-8bd3-d907329068af · outbound

This paper cites an unresolved cited work.

A Driver Advisory System Based on Large Language Model for High-speed Train Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:38:01.107117Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-10T20:38:00.902973Z digest=sha256:bebd68960e57bcae96b7e296c904e21275a78b58b8d70cab2d33b0c149f9b962

Observation 044a7263-59a4-40a5-9588-7fad967befcf · outbound

This paper cites Roukos, T.

A Driver Advisory System Based on Large Language Model for High-speed Train Roukos, T

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:38:01.095245Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-10T20:38:00.906792Z digest=sha256:44ab11b70b3169e3af12587452117c509dc3143481cd3b6b56d5473562f98c70

Observation 3d3b8e5d-a46c-42e7-a58d-c5b3f1b95473 · outbound

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

A Driver Advisory System Based on Large Language Model for High-speed Train -Y., Rouge: A package for automatic evaluation of summaries

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:38:01.082222Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-10T20:38:00.910221Z digest=sha256:e1ef3ba4dfa5b23df9ce4175f601c0942c726e8f1927bd31ed78c0fe0f4cc983

Observation 418fe9ac-9da8-4eef-b636-df4e1b3671d3 · outbound

This paper cites an unresolved cited work.

A Driver Advisory System Based on Large Language Model for High-speed Train Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:38:01.067842Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-10T20:38:00.913802Z digest=sha256:e7dcbafd07ba4d2dc0a403cdca19629f327c5c67505f27572d4d1473f9e7e1ce

Observation 97ed6b34-d76c-4815-8e94-91352f46f326 · outbound

This paper cites Qwen2 Technical Report.

A Driver Advisory System Based on Large Language Model for High-speed Train Qwen2 Technical Report

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-10T20:38:00.917506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:38:00.917506Z digest=sha256:cfc1df591884deb63a36b7c78b8195b9808a01224de2876273122368f081a398

Observation 7280994a-6fe3-4117-a898-d99083f2358d · outbound

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

A Driver Advisory System Based on Large Language Model for High-speed Train Baichuan 2: Open Large-scale Language Models

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-10T20:38:00.921146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:38:00.921146Z digest=sha256:18ed9c98ef0de2530705ba2691e382bda409f845c7d7d9ccb31979788936d3aa

Observation 553e27af-28e9-4be0-9ca4-31060192b6cd · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

A Driver Advisory System Based on Large Language Model for High-speed Train Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-10T20:38:00.924997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:38:00.924997Z digest=sha256:73169bf020f9265d2eb4d66812544080f2b0c28171ab412a30c48f1ede80dd9e

Pith citing papers

No inbound Pith citation observations are available.