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Paper Citation Record · LEDGER

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection

As of 18 August 2026, this Paper Citation Record lists 80 of 80 outbound references and 0 inbound Pith citation observations for arXiv:2506.18245.

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

pith.paper-citation-record.v1
2506.18245 v1

Coverage vector

measured 80 of 80 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:28:23.014807Z

measured 80 of 80 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

80 of 80 outbound references displayed

  • verified exact3
  • verified fuzzy2
  • unresolved75
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 78a38a9d-7825-4f36-8fb6-0274e1b86abf · outbound

This paper cites models of Smart-LLaMA-DPO.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection models of Smart-LLaMA-DPO

Reference 1

Resolution
verified exact
doi, observed 2026-08-06T23:28:23.150226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:20.692166Z digest=sha256:6de9f61baacb6c970109135f39aa7cc15b2502b969b26111f69b552628cb48e1

Observation 8332d980-88a3-4d6b-928a-b8f4702c5626 · outbound

This paper cites Smart-LLaMA-DPO.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Smart-LLaMA-DPO

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:28:41.164730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:20.711530Z digest=sha256:fb851dee3a13cdebfe37544c375ead37c0f0827ab25ee2cec7f9a7c690bfbdc7

Observation 3cd86207-3013-43ad-a2ff-41faf932f7b6 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:40.811488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:20.726788Z digest=sha256:714af23d6dd7003d8957546697b2a579289291ad75385b97ecd4795779d50d69

Observation 693db6e5-958d-48c3-b2e6-2b6a7a6068d9 · outbound

This paper cites Blockchain-based Smart Contracts: A Systematic Mapping Study.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Blockchain-based Smart Contracts: A Systematic Mapping Study

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T23:28:20.761630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:28:20.761630Z digest=sha256:65e24668e723ea3572569e54475ec30aca6544e6dfba95137cff4c41fd9af902

Observation 60d2355e-d5e1-4e95-83a8-b46b3b499fb2 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:40.494746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:20.794751Z digest=sha256:f57f20472049cf2cc764951bc73c37d465d2a78097b98d461d7a3dd154d2e796

Observation 9ed5a652-b92c-4394-a00c-2f6474797354 · outbound

This paper cites Language Models are Better Bug Detector Through Code-Pair Classification.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Language Models are Better Bug Detector Through Code-Pair Classification

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-08-06T23:28:24.316398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:20.825390Z digest=sha256:1c4ea53adcff21a657d9a627697333ae12f9ef8dd198b24f6809b0a1b7c566b5

Observation 7375cc96-bcca-4792-9509-0b9c3088deaf · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:40.224823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:20.834793Z digest=sha256:abfb5b73f916c3450e5ce69d8b7c6942c3a66eb37d614c95287edc3f08a8b4e6

Observation 04215f5b-5a68-42d9-947f-6a37b1a1f875 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:39.864735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:20.865179Z digest=sha256:962ab0d2ed2c8deaa9084c5e21f810e4ef4dc606c6612c3386c3356055fecd37

Observation 371a6430-83e0-4f69-9a34-69329bab90a2 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T23:28:20.897165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:28:20.897165Z digest=sha256:a81dc909fa0dcc493b06e9587e282b20fb7be2b351a1a4e66a7c49496009e7a7

Observation 785b6939-6d6c-4c01-a2a6-389421f1e99e · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:39.426052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:20.926236Z digest=sha256:98dd3a6375a3efe4b0e2dc1dc1f6181e8f9fb432986d5485600a8a40b4e04ecb

Observation 85168725-2e18-4ee6-852e-ddfbd26f97dc · outbound

This paper cites When ChatGPT Meets Smart Contract Vulnerability Detection: How Far Are We?.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection When ChatGPT Meets Smart Contract Vulnerability Detection: How Far Are We?

Reference 11

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no resolver link, observed 2026-08-06T23:28:20.967347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:28:20.967347Z digest=sha256:579597770c4e7d8ab29cf7ebf824c6754751c3b613c6a56030fdfb255ecf24ad

Observation 212985cd-d949-43e0-9651-c0b856776f93 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:39.078152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:20.984742Z digest=sha256:ae456eea2601e4d69f4d8b4b9315e0b73122e4f5f0a0ca1576c2c6674fbafcff

Observation 098877ce-7ab3-4095-88db-0b4ed55b66b8 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T23:28:21.034747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:28:21.034747Z digest=sha256:0b60c81a90e1e2049f5b5a9940e3832111e2a9435f298e455576dbccf279bf30

Observation 348a5b7f-b073-43f6-8584-da6e9cbcf1b8 · outbound

This paper cites DeepREST: Automated Test Case Generation for REST APIs Exploiting Deep Reinforcement Learning.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection DeepREST: Automated Test Case Generation for REST APIs Exploiting Deep Reinforcement Learning

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-08-06T23:28:23.964734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:21.074747Z digest=sha256:487a680b927a37abf4b2fd04c43d8eec294cfd7684cee38e28d883f2ddcafefc

Observation 918b2804-8605-4559-b61d-dc9249a4e246 · outbound

This paper cites Do you still need a manual smart contract audit?.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Do you still need a manual smart contract audit?

Reference 15

Resolution
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no resolver link, observed 2026-08-06T23:28:21.124746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:28:21.124746Z digest=sha256:98d5e964ff97ae56f6c73bea2d1b235d892321c242d902e8a90b3fdbff99ffe5

Observation 371006da-b397-476a-a3b6-50cdd7247a53 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:38.575477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:21.174747Z digest=sha256:b53bd508cbaea2df940b1610ece5d87101a9503f5995e230a59464b361ab5262

Observation f2f069e3-9114-44f0-9fda-553a19e245e3 · outbound

This paper cites The Llama 3 Herd of Models.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection The Llama 3 Herd of Models

Reference 17

Resolution
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no resolver link, observed 2026-08-06T23:28:21.214745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:28:21.214745Z digest=sha256:c89f9b3fc576c7876f7dded26837f5b6aaf362c15d871f0d5c70a878507f933a

Observation 00be3125-c4fb-476f-ae62-46cc341253bd · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:38.124825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:21.265140Z digest=sha256:28a4c396ac984c14a939c3650e8c37d387b5fd0ff93aa222bf9386511fdc48da

Observation b9fd908f-ed0d-4cf8-90a8-99107d20544a · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:37.747825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:21.275472Z digest=sha256:7ec1834e8c07c377914be65911eb7fed8b91a412098fc6f706cdacb28e314a71

Observation ae18bad4-c3f7-42f4-82e3-c0232bfb424c · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:37.414736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:21.302522Z digest=sha256:0df3520e5d0eee414b718a5894eb6b7112e1f7c61a60af11d33ab5df76e7567a

Observation f00c1398-2561-42e0-9c7b-13c93fd28f35 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 21

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no resolver link, observed 2026-08-06T23:28:21.344738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:28:21.344738Z digest=sha256:e738884f84f4987791a22276738043b4e8641507d2525386a60afe72f6b6b2e6

Observation e15e8ea4-0f90-4b6f-8bbf-411070087d16 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:36.942150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:21.384736Z digest=sha256:23fa044b70bf694f3c556993c456297e1d9527702d228aa9e74f56cba16fec50

Observation 6b0d61f8-2fd8-4a4f-b349-25818181f5bc · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:36.624748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:21.424743Z digest=sha256:42ea84a0263472b791b59559ec0ad371d8a6f8dd19132d45fd8cdd0370a3b3c0

Observation bad07715-ba35-40c0-a543-8dd81b6de203 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 24

Resolution
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no resolver link, observed 2026-08-06T23:28:21.450418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:28:21.450418Z digest=sha256:c8a136e63b7d2a71b499a270e81c915fb54844925e05eac0166fb750787b83ea

Observation 8075e4f6-df69-462c-9d18-98b668964925 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:36.174741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:21.485714Z digest=sha256:e99e5d2c221b6ca975b1ca6dd621b8492ca21255ca7cc597ebc579aedac767bb

Observation a6e62847-c937-4f3d-a46d-afc7f0d7ab6e · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:35.844743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:21.524739Z digest=sha256:f837ba8be46cfe6ec4024d1a0f6808eb920446fac9709682f66a2a705be3997e

Observation 8f851637-4b1a-42cf-a4ce-e2e9cd917880 · outbound

This paper cites Large Language Model-Powered Smart Contract Vulnerability Detection: New Perspectives.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Large Language Model-Powered Smart Contract Vulnerability Detection: New Perspectives

Reference 27

Resolution
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no resolver link, observed 2026-08-06T23:28:21.543764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:28:21.543764Z digest=sha256:41362b3d451b2872858b7e1d6c485f79f14bce331dedc1be8e684fe1d9dbf0e1

Observation 7bda2975-acd1-4187-88be-c2e396703cdf · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T23:28:21.563340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:28:21.563340Z digest=sha256:0328c2b88fb17b2143530f6eb8936f7bef0f426b2b88cafe8fa28255cef46c9b

Observation 65c67c93-d99f-4d64-9b9b-fd63c0e407ad · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:35.444810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:21.604743Z digest=sha256:4addee745e938e5a1ee2e86ddac32c01f1eb9ccc17d44820c6b7da51d490ba86

Observation 2e9f9908-77cf-483a-9d34-0b96462f7f38 · outbound

This paper cites Semi-Supervised Classification with Graph Convolutional Networks.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Semi-Supervised Classification with Graph Convolutional Networks

Reference 30

Resolution
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no resolver link, observed 2026-08-06T23:28:21.634737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:28:21.634737Z digest=sha256:045bf2902387568eeff0f0d4b1c27e7c897fff2c1a724578edab6bc0d4c851f4

Observation aff1a3b6-a252-4844-b0b6-dd0689ada74d · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:35.160191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:21.655875Z digest=sha256:1d1239f034739d944cb140fc8988bb095eef0320140dd94761751f3a6b5b9d3e

Observation 735389f2-7cfe-4f70-893b-61136045f6d1 · outbound

This paper cites Smart Contract Vulnerability Detection: From Pure Neural Network to Interpretable Graph Feature and Expert Pattern Fusion.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Smart Contract Vulnerability Detection: From Pure Neural Network to Interpretable Graph Feature and Expert Pattern Fusion

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-06T23:28:21.684754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:28:21.684754Z digest=sha256:61cbd2f0d9013e93139ada58c242df7e6c522f50f2e83946409fff4c42a3b8ad

Observation 33e91161-5c1f-4e36-8ab1-65f186b0473c · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T23:28:21.723347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:28:21.723347Z digest=sha256:d62728412e8278fd96b1e8c132ed7ac66e043c77d719693d9f76596e3c76d3ad

Observation 21618051-a193-4bfe-be5f-3d16634a3b14 · outbound

This paper cites Decoupled Weight Decay Regularization.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Decoupled Weight Decay Regularization

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T23:28:21.738003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:28:21.738003Z digest=sha256:815d603ad68ba8c85799f2e8d85d930e161396d26206ad8b08c872b0eb49e7d7

Observation 0fa58422-f8cd-4cdd-9534-ac22c2cc7adc · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:34.833026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:21.742123Z digest=sha256:95d85ea99140ef83eeaeb1ea724ac3b8ce868dae74682eb73b93cb1e73b59516

Observation 2eda36cd-9313-4882-a8bf-2e11b522fe8e · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T23:28:21.770533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:28:21.770533Z digest=sha256:28bff2e50a10ac3aba67689c15b11857a90a364d81c6d79986b1ea6e65e063f2

Observation 6c92f228-9a70-4322-8b10-d2624ac46a87 · outbound

This paper cites Combining Fine-Tuning and LLM-based Agents for Intuitive Smart Contract Auditing with Justifications.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Combining Fine-Tuning and LLM-based Agents for Intuitive Smart Contract Auditing with Justifications

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-06T23:28:21.791401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:28:21.791401Z digest=sha256:659d97db4f0402599fe01599ffa36e8ecf598672fdbebc3eb30824aca4228437

Observation c72c1624-fbc2-429e-a584-1fc716c00015 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:34.405049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:21.800594Z digest=sha256:8a3579a702bc21d2f80571dfa202ec5a7452eb3095794e9bcf9d0c18607d8b85

Observation 33ff5fa1-15ec-419a-b64a-5b173453f59a · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:34.076120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:21.807989Z digest=sha256:9444004a7ef8d678dbcec5664c0a142afde763176c4f6267be2563c490e30a15

Observation eade873c-5bce-4968-b214-38ad1330a603 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:33.734761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:21.817047Z digest=sha256:af43cdff5cfdd0d77448b70d25b7e8a6bb3917b4b0a3df999c33918a761f72ba

Observation ca8ccdad-7838-4b88-b857-215ef6fceef5 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:33.421217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:21.838339Z digest=sha256:7621d96bb02ab1e3af6198b8b9afcec882f15c1e4ae7244272e35e6b4a004749

Observation d31d0c87-ceec-43b8-b93f-936354c40b9f · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T23:28:21.842075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:28:21.842075Z digest=sha256:00b1d63f34242aae4924a3fcc52fd24f1cdc0eafe81a9106eb71a52438f2dbf2

Observation b30476cc-ab43-41bf-8141-f0a328758627 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:32.958746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:21.845526Z digest=sha256:f7ce92529ddffdf5891d6dad173c879fbe94471b77c0c786a547477c5eac9eb9

Observation 8cc25d22-acfe-4e84-b15d-2003a88bbd68 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:32.664804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:21.853723Z digest=sha256:215b9d646a5d5310324f3fc63bc51f177eb58aa193f060d216ea4855d029d360

Observation 50bdf66d-6917-45b4-ac3a-ea62bcf8d810 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:32.243968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:21.861327Z digest=sha256:054105f4b0636b431e6259b57a2ff491e0dbfe4028d8daf9d6238eef8c3db2c7

Observation 8c4f83f8-c804-4ee5-8cc6-67f471c91fb3 · outbound

This paper cites Security Analysis Methods on Ethereum Smart Contract Vulnerabilities: A Survey.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Security Analysis Methods on Ethereum Smart Contract Vulnerabilities: A Survey

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-06T23:28:21.877491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:28:21.877491Z digest=sha256:b1a1305d2a8ae78858c70b40a16e8566394ac14dd1bc407c25893888c85f9599

Observation deaf0a1b-86bc-410d-b5c2-0e277bedd23a · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:31.860276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:21.928109Z digest=sha256:6c122639ad7fd2a038dc4cb52f71e60f81644e9651fc3e43b65c5573c39c18d6

Observation b82aac17-5799-42bf-ae17-785583bc2b8e · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:31.592836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:21.964749Z digest=sha256:48848d88b2304df634c3e53c2d92e7cfef199f170862497d6ce8444a86e86d72

Observation 57205499-d803-4aa6-aac3-c20988cedda3 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:31.209051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:21.996992Z digest=sha256:0e668000753fb1b3bf3670be40f5501fca3a08e976233ffa94394c274b432087

Observation b466a375-9fa4-4091-b3e7-c437690395a4 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:30.834759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:22.034824Z digest=sha256:cb753443a1e23d9cac33ec155e5f7a89f9bccbdecad48dd2096fd52296e9fe78

Observation 7bc0d5ec-33ef-4662-aa11-9219843b5f89 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-06T23:28:22.075379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:28:22.075379Z digest=sha256:1ad5d5cb6ef44e5a9f62cfb9f4ca05c09fd788165bb7ab81fa8f8f905ed90b66

Observation ae79edc6-ae83-4968-a927-1f0b1626eba4 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:30.386696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:22.114842Z digest=sha256:7bb78d0cb73106cf3cb9c6bf6b492dcce2b5b3a1effac8a0a52d6cfbb02e1722

Observation 77eae326-3fae-4c31-913d-855c46c0c147 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:29.996016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:22.133801Z digest=sha256:fe8a3f1cf9c012ccdfb64e5dd96dc5d5ffa71acbc654209d83874dd7f4650b6a

Observation 0041c229-822e-413b-8490-78cc691d22f4 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:29.655730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:22.173731Z digest=sha256:9cd450a14a746ba732bbcbb428980dd245bfbea19ef9d81e8e6d708663b28490

Observation 1de85efa-4227-47aa-850a-0421a43f829b · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:29.324752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:22.194744Z digest=sha256:e146832e05edea7d66dad74c1a496609bbdd24425366b0d4325e56a03719204b

Observation 8aa629ce-1ee7-4474-8832-a1a80dcf82c7 · outbound

This paper cites LLM4Vuln: A Unified Evaluation Framework for Decoupling and Enhancing LLMs' Vulnerability Reasoning.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection LLM4Vuln: A Unified Evaluation Framework for Decoupling and Enhancing LLMs' Vulnerability Reasoning

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-06T23:28:22.218251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:28:22.218251Z digest=sha256:9096967f006b48f0247b6e706a035e1e89ddb6f36de6bb885808109f0b15ab2a

Observation f8b8d28f-6bb8-4df2-aafc-deb585412798 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:29.024750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:22.231910Z digest=sha256:1c6de6c133f364f9696b5cbe7b65c085d9545481a5bf510e1378b1532278dbd5

Observation 49e6fd25-5f82-496c-a2e2-02c75a32f4d2 · outbound

This paper cites O’Reilly Media, Inc.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection O’Reilly Media, Inc

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:28:28.661120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:22.235010Z digest=sha256:c573c003dcd73790f23706bcfaa8139c6e41c05f470d0c36ce4e3d350da21c68

Observation 2f2f9e01-7cc3-47b6-ad0b-443a3f48b8c4 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:28.338836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:22.243571Z digest=sha256:c22dbc218c6e0883f09bf79b38c1b2df4f446be4e9d2f7ee3d4eff4e4d066d52

Observation 6fc3b4f0-333d-4167-8beb-b9c197da2a39 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:27.855522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:22.259752Z digest=sha256:7b0aefe16d1b55aca55daad0dd9ff9d2ad315d8e32ee316fe1426929c2980351

Observation 94826a56-84ec-4193-ae1b-41ff634accec · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:27.588604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:22.304759Z digest=sha256:0705c7e52efadc83dd92dbc281fa62628e1e9a97e95f92e77a8fd19cad71b25a

Observation e28ef090-ccd9-431a-a567-336ca9541f2e · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:27.335128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:22.334865Z digest=sha256:111b1f16d7f34533edac0dc4ebc06653d16390fa01066af0fb9261474c571e1d

Observation 4cc1798a-b251-41ff-a630-d26d1e98d5d2 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:27.036809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:22.360884Z digest=sha256:5d2cd0e2d13198b1e2a45f7ae437dfa7debd8102f21d8d814e60b34e4d6b8948

Observation 5065389f-0237-49fd-a42f-f09e7488175e · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:26.748701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:22.384739Z digest=sha256:736d5446a45f38cd21967a0833fc2fbc885b69a0a561453b891d48aaa6ea6962

Observation 6be735bd-bd26-48f3-a800-fba6b1f0df85 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:26.502150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:22.434735Z digest=sha256:98ea842d1e73ed1e58122c4f2df042277ff7910d02c6874aa3a74af4483bac0e

Observation 23f14364-e246-42cb-bd07-655d2c4681fc · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-06T23:28:22.474490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:28:22.474490Z digest=sha256:a5a50de14fa9d4de0203058aebd93745fc0c5f547889a886301b7f85d1f55e39

Observation 6e9dde58-d87d-459a-a43d-72aa56782fb1 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-06T23:28:22.524823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:28:22.524823Z digest=sha256:a0b21b108fa926fb461052ae516297cb7a1799a71ae03dba6daa342f22c061e8

Observation 6435ef73-d9d5-4014-8393-78b69f3b2401 · outbound

This paper cites RLCoder: Reinforcement Learning for Repository-Level Code Completion.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection RLCoder: Reinforcement Learning for Repository-Level Code Completion

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-06T23:28:22.555572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:28:22.555572Z digest=sha256:bf97cd49e3858364729fa19f322d589dea5f312915f6b8bdbb4bd15ac0e6fb52

Observation cc7d5ef5-0f83-4964-9f5c-7d807f7b0401 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-06T23:28:22.595516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:28:22.595516Z digest=sha256:5c56a18d4d1d834d5ea170e504efdb2e0f43f11ec2379a7ebf79761f506facad

Observation 6d8115c2-8990-49f5-921e-50476e8eae44 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-06T23:28:22.636900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:28:22.636900Z digest=sha256:606765d4c2c7d6a7fe8880f1c9029a38df5d531dedeca67ec14721a24d3eb025

Observation 4b1ab76c-7434-4ab3-9b7e-99ae9a18157d · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:26.114767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:22.682479Z digest=sha256:1acf28b95b6496fd600c565bffdfe68943e8f44ab9af1dadebfa90c0166b3517

Observation 9f573b84-b5be-49af-b28a-65981f32e7e4 · outbound

This paper cites Qwen2 Technical Report.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Qwen2 Technical Report

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-06T23:28:22.744744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:28:22.744744Z digest=sha256:0369b3abda1c338da2c2727cb31c159f808605f9af5db8c9ef57721285b8d551

Observation b0152679-86d1-4891-b324-16a0c3783137 · outbound

This paper cites Smart-LLaMA: Two-Stage Post-Training of Large Language Models for Smart Contract Vulnerability Detection and Explanation.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Smart-LLaMA: Two-Stage Post-Training of Large Language Models for Smart Contract Vulnerability Detection and Explanation

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-06T23:28:22.775671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:28:22.775671Z digest=sha256:61580a9ccd2af52041adf0cf1f19a7e716835435c7dd0fee785f13c8e073df88

Observation 7eb4fc61-e094-4da6-b812-46fe96e9e9d8 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:25.734751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:22.814750Z digest=sha256:3c05886bea90d2efd6a9cac25e4dd589ddc15338b8824cfdf5918df570a9e735

Observation 7ecb8695-973b-432a-a8f5-6b7e83e45b08 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:25.474978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:22.844845Z digest=sha256:ef25463528d5f84897a387179f4ca5647cd60e1e3d570a0a40ca5b37ff71249f

Observation 7851eb3d-1237-47e8-92a3-bc07134252c7 · outbound

This paper cites A Critical Review of Large Language Model on Software Engineering: An Example from ChatGPT and Automated Program Repair.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection A Critical Review of Large Language Model on Software Engineering: An Example from ChatGPT and Automated Program Repair

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-06T23:28:22.898849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:28:22.898849Z digest=sha256:911e71df45c20d8e7b6bc327d5589516e79ebbf1152a4b0d1f4e5a0e82108f60

Observation 5c91aa04-0c5e-4ba4-9067-d01f252d0187 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-06T23:28:22.918609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:28:22.918609Z digest=sha256:ce44ba1f42416ff5d45dcb5f1154c0859ec5435a1b9a58467aa172f5c800dbed

Observation 1f5c0619-0ff7-4f6f-b4d3-fb203c5fde40 · outbound

This paper cites LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-06T23:28:22.942704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:28:22.942704Z digest=sha256:cc5af18fa28e95f8f00af98f410c8bcbe00aab547b3a4c4942d770e56f37b032

Observation ef9f6bba-edff-49e1-935d-8f884cb7a1a1 · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:25.087867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:22.991518Z digest=sha256:f53d641db15c832e20b5b7e9179209a62cf12eea79f42cd096544af957d7fce0

Observation a337c445-a719-46f3-a13a-34ee9868f2ce · outbound

This paper cites an unresolved cited work.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:28:24.635741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T23:28:23.014807Z digest=sha256:1902f5fa20a6d6ef947c88bfe3ebb674625a79fe9ac1ecd9e15efa0fa4268b1c

Pith citing papers

No inbound Pith citation observations are available.