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Paper Citation Record · LEDGER

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

As of 16 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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+00:00.

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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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:38:00.806646Z digest=sha256:3d33172572707fce3e2a540dfab87023f4d5a511d46ca92bffa40bb1fe5401cc

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:38:00.810782Z digest=sha256:a0cacd1651e86df3b97b5f6e0ca0125c4635d635cc86f568d86d594d00642289

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:38:00.815003Z digest=sha256:65c040e6ab1550d931af48655d01ec7a63ab93a2c7ea7c5392644405fbdc1cc2

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:38:00.819720Z digest=sha256:4846ae871c52116a0beb6bdf5eb894ddda8d8b1761805320238509f38d3d6fa6

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=sha256:366a4f3b5b9fc8ae172ab2db3708eb0e0f5b857938ed46969317cb1b5c16d440

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:38:00.832731Z digest=sha256:8078f02766ae46261c5d64d65a6edeccc0207de96e147ecc9621edf140510303

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:38:00.836433Z digest=sha256:e27b7fc8f398596c420c44af6f2a99dc40c4fcb6ae747b840af0a7682cea54a6

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:38:00.839947Z digest=sha256:b81c5ab4f46fda4b1489e85852c76750646e64936a445f74a740910cb7c5b8bb

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:38:00.843539Z digest=sha256:0e9f9be1be7b95ce3a399cc993983b47c16718488cb8f4814237a2caae82cf0b

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:38:00.847039Z digest=sha256:ba074d86724ba9232c6bffab53bea06ec6f6823a9fba46cb3aed6d1c4a89e101

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:38:00.850672Z digest=sha256:833c4789b5c24a7576ce49a91f839e620cba2c47bf437e43d11d1f150ae7bf02

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:38:00.854167Z digest=sha256:2663d4e1e823dca88fdf3d28ad9d3e341e6081d213752b8050e9dba592b63701

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:38:00.857915Z digest=sha256:9375f9acd2b4f2d83fe10de8bfb209af206a161bc6560b8680efc7d99060d012

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:38:00.861497Z digest=sha256:5b2b97ead4d890df82c901dc2ffaf280b7f461e136d9d587b076276cd66fd09a

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:38:00.865131Z digest=sha256:6e69593010f751db33a25566160f2224ab33ee3c49d75b587c6e350cee294d35

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:38:00.868794Z digest=sha256:b6e2ee7784b7c71e9f065efd691580fa933b819be91630ba21e53db82c09e680

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:b68c30001ec8a9e21bd9f18d25816253f94223ceb1f52dbb5928279a5ba59306

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:38:00.880224Z digest=sha256:a6c84ed283eca2a7a658367cb93819810cd8149752708c9ddd796f05e4a27f7d

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:38:00.887520Z digest=sha256:42de9cbebbfd3663d643eec2b5e283463dd914c630cac947d0b8cde92d3c6328

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:38:00.890826Z digest=sha256:e2c57cd94d1e11dd1983333bd9d88e6090b5e7e864dad04f95ed5fe2980f33cf

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=sha256:00bac28464cd705737a599021f722fa1d0ca0923e985a268a124c3a6edf754d6

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:38:00.902973Z digest=sha256:fd5a8bdf63f15e65759aa7c4bad6e4a6053605c9fc4a5daa620b3140e414b525

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:38:00.906792Z digest=sha256:7232e4f7afec7b4f8a3107587c5e73f5013306f80fa3ade5eee16fa6f99a3ce3

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:38:00.910221Z digest=sha256:d4184b7f94300cf5d137969fc90b69e49da514e247f890d3557b162669592701

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:38:00.913802Z digest=sha256:66aed0aa020631f36614fe72a84fdb904bac32a5ffade560659f5ac1b9a39728

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=sha256:01474864b2dcc0d6b1834af86591f3c720df9b10f236c97ad1868834b95a748f

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.