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Paper Citation Record · LEDGER

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

As of 7 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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:20.692166Z digest=sha256:cb8e0bae0c52d46a438cd81db6678dae5e7e2bf78f15bb834f84275a9815746f

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:20.711530Z digest=sha256:c1776560c02e911b18baeced6a946ad70e1888d30ed8435d86a0fd9762ba7204

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:20.726788Z digest=sha256:8a773dba23df4b1ded74f187ff3ecfd74e9c6c9c582beb94628e3b75dc5de604

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:eaba13a29759aa415216adcf9619547c3cc4f3f95f4c9d35f4f0e23c5495e3eb

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:20.794751Z digest=sha256:bc7b40c6b132c4499e1efbd5034750dc1943fa7c91aef59dab84801377950d0c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:20.825390Z digest=sha256:91f5c9ace4a359dd3d781576340caa512d2f808c2e148d67248ba914a0018597

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:20.834793Z digest=sha256:5a0fb1b77c2282bb9420a6f6ccfe23a59d4ae178c88c81b4f5e2f36472b8f74b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:20.865179Z digest=sha256:5b5735d1fb22580dd461b82530260bbec9c968315875635aa48263dc980b7001

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=sha256:9ef67b11186ff927e55399f51609e71a99c3b06ef7862134a964089aca75ebae

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:20.926236Z digest=sha256:9ce503fabd63d97b3b799243dd7f706726ed70c0ac44e80e9788032eff2beb53

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=sha256:0960c70f73ecff095a96f0d5413db0ef2e62056c102535cfc5da2f7b6a2a58da

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:20.984742Z digest=sha256:c59328cf92043eaec84775ca16fae6c1d1dd257cdbc7117df59346fbe3957d8c

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:d046911ddc55b25ab250acabdfbd23f010e6b9feb7fd9bd60fbb259eb6878b5c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:21.074747Z digest=sha256:4a51f8ddb7afb5a6540da787e52afe94607dcdf3058173f7ee0de594b3df711d

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:a258a23d31d2ad5ebbbc0616a8dbca85e80a174faaf88358d3d55c66b6096073

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:21.174747Z digest=sha256:863fe1aecea0c0d4d443e1aadc709172e81afef36ba64b5d9b3b255c8bc81f08

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
unresolved
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=sha256:93e9020e920549602007687602f129d44402050cf04d451b9e17e98eff4d7039

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:21.265140Z digest=sha256:8bd37ff6851d531d3ddc49601b0629744c4a78f5beda2e44b2d17aa0ec6ba267

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:21.275472Z digest=sha256:c654720f23f182e1180d505c8bd8ca93d63a692baf20589eceb62f1ed7f69297

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:21.302522Z digest=sha256:bcaa317f03746f20e2e7a66106e363e05648477fcc13226ecb80d000589033b8

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=sha256:56c4903fcc8dc8f162dd2642115c03dbc828852af06c2dd188c0bbe1476c458b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:21.384736Z digest=sha256:5416c16992dd538bdf6b04ffa974ebedca516130c76d652c9687a506c570f7f5

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:21.424743Z digest=sha256:080e544aca9cf340f3df69ceacc637576f79950f09f73541f657f5231ee85826

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=sha256:127796b6f5bfd0d646fe128a1f685722d0d061e15f77084319ae6b1f8a19fee8

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:21.485714Z digest=sha256:ffa6c91e4a6b2ea0cb1fa0bfa8e3921d771aee48c8bdb2fcdd0365f4b8186974

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:21.524739Z digest=sha256:37193c66f4bf3abc898613e97504981fb85e27963e693596ce672e096c461e18

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
unresolved
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=sha256:5bfbf8806c86bbfd7ee33fbeb62be50fc4b179e3d967e8d86ed5c07e81d9a38f

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:af9d6f4ff6315965601ddc7f1ff63e566385df03436f15f07ffb48f756e387b7

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:21.604743Z digest=sha256:b7a19bb599e340fdd2ae74119ba11930a1feb4fb7f4cf02b0813ba8b4c6dccad

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

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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:d9b084d174126c072008ef3ac5a4209e67a26c8b3de4ddb6413c5cfac7acf8d5

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:21.655875Z digest=sha256:1740de1924a511c003041d821171acbc8543a43eae3e998254cf0160fb4e362e

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=sha256:6ee3a73a0e0a17eb8b485f980f098cbc7b135157e10900f39cf58ecf1b3f88d7

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=sha256:4f9c0145b20bf897d527efc27d4e1ea6985236961c5d0ade7dc9cb2010edc806

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:bb6ff191ad8c71123df3d7f1f02aee9755de68f51499b00f8fb7059bfe760325

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:21.742123Z digest=sha256:5224e5e58be32b5be9c12e84fe1871ec7675dbce8952c22b5a0c5487abf131eb

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=sha256:250c1dad2a252354acf8098dbb4a3efb7358e2f08613e7635052ed0da1e32322

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:de69f5ee0a8ad6bc9a7b243e4fe2ecb6ad0b2423e33f81af5408d410f1b9b843

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:21.800594Z digest=sha256:b604ae372c1540db9068ba5499301feba8350e6e22872b9ab03c62698565b0ce

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:21.807989Z digest=sha256:3a432a0f93a0eac365ed696836359cf6c22aff8a7cc122395bbef8e50cb8277c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:21.817047Z digest=sha256:c104b56b1e71553c768bbe267a15a7e7eeab2f9e160e56f870dcd7824f26f04f

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:21.838339Z digest=sha256:ebc43fc3c92ea4e13760ba28f0eaad6d10d659bd0a4dbadd8ea4524ce20c94db

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=sha256:98bc417ffa1f0c5ae2401e9c6862a72ea086ac04bf4467e26b35e9983e9c543f

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:21.845526Z digest=sha256:b2a582a0f545cf52f7f352e08c6c45661725b08a84746f5c0804f2bf991ccaf1

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:21.853723Z digest=sha256:91c6a726431f5578e6c634efb52745becd518e230d42c03050d14d8da6647c9b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:21.861327Z digest=sha256:d637df22b0de5d153ee8cdabc7620007115910ce32c0566684207c564394bcf9

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=sha256:1558074e631b9b7a520a74f5cd7fade1e78f2dd29367fe18b6cae84b792a7208

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:21.928109Z digest=sha256:9b56f8edc1c3c10e1c508649bddb9a01e11aec2a6d48362389535ed18bcacfc8

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:21.964749Z digest=sha256:731c218456eaa0d2f1287b01fb9e854fdd0e4107bbf3e487c22f77eafb21d537

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:21.996992Z digest=sha256:873d96423f24ea3d303d71a15e7eeeac5287a42dfc90da2e20428f2115a67fd2

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:22.034824Z digest=sha256:aa1fe7c8db3f82d25b4ca7659e890efccbfab1bc197fa0e8f64e4cbd352471bb

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=sha256:7db7eac3c7fb0ee1470743563a0df297f9db4b744d7bba32b762d268d97d977e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:22.114842Z digest=sha256:a7cb2545de6745bb8dd584dc4c158d4780bfa0cb04a819161f8b2a9d9eb8cf10

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:22.133801Z digest=sha256:d431efa85df6fe74c95da9e585789f0c249672359dcd6e6176079c640fbddad3

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:22.173731Z digest=sha256:c0a86cbce895bf04e85ef8c7163fad0e4b0fca43ad8fbed2e78694d0ddae111d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:22.194744Z digest=sha256:e6dd5c52bfd367decb228dc68b43d3cd07d85d74647972b5e41a2139b1507120

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=sha256:02fb648a59d55c464873316305a12e2ef18d0b52e9a055aff4152be9e55c8876

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:22.231910Z digest=sha256:fa0faac911cb0293f17792651825bbb72129b0aad613db7e9172bdea2a37ce0a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:22.235010Z digest=sha256:4d928443bff21e6afc0f71e42ddc917dda1e9033f6a63e5d8905f94fca35364e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:22.243571Z digest=sha256:b83100f3d34eeecc3aa2f40a7b9f5cacedc075267c92acc5708fd0555cb9288b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:22.259752Z digest=sha256:4b8726f1085925051d468f6306c15091532241fb203aebdf1b9231cb64dd465c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:22.304759Z digest=sha256:78b05c0f823d67fc326cc72245115ac8a6755fc1d57dd02994f479ae174f066b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:22.334865Z digest=sha256:a660607de240f718e292f2cdaaa35a45ad3a65b1748d36f7a2ad524ae9db92f2

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:22.360884Z digest=sha256:52e1a955921da84d12ebdf8d92f8c2e7b93b0901701787928d5762e6c2f269e0

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:22.384739Z digest=sha256:715687af6146736b79ba982e63a978c2f1fdaa366643c3e7c20551c446407318

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:22.434735Z digest=sha256:2ecb29ae3cbdaeadeb940da2a763982ce192e159c98824e3684a22042b4893e3

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=sha256:874c27bf70cc584d820f72f36f0ce88872b656552d49815d682b6d2d29519059

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=sha256:959f3372d587b9b497669c48ed0ccffc160e1cd004617246f6820129529541e0

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=sha256:20b8ce9d1d5a684e36528dc50d879e28f08cb254d66bd49ee95f268b357a9924

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:cb3bac81e91a98b2059a71186c6013995d9dfe428567176815952af8ad3ed4bd

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=sha256:84202d5c7f37c4ad48fc4c51f61574c820df61f0c9b7db5f14dff02cc449fa7b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:22.682479Z digest=sha256:462c49d34009243eee5df2c176142da9b316a3d6ea1941a53cf6320c25fc85bb

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=sha256:868b8112f15797a31c887b4e4ee71a1df10fbdfbd54732e0ad2d9f6749f59d0d

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:da951b2aa271e108b73588d5ca78ca669834613cb00a9a5f68bf79b56d5c9cbc

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:22.814750Z digest=sha256:9bf7a743d8275532b721f621bee1e5f4141fe5245727b7642441f89bbb3ef42b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:22.844845Z digest=sha256:853f2d02d0e16bd0312beba08e36c26db9d8ea86acdd46d32b19e94c05521cc2

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=sha256:84ab2e8fb457271fada57d0290dbe270126489bf737dcb77e417413a7d2e17ae

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:c42ed1a4d8e003b4ec3cf558bcb7b9d9b60be8e2dd9087ef4ec67bb9d58f36b6

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:b66b6e581823b8630663c2ba21d67b60648dae0df2eee4e90488c3ab6ced6cc7

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:22.991518Z digest=sha256:5ebe173b4b7f4eadbe15ed580155047112ef272df2cc6ca8875b91c3795cf9c3

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:28:23.014807Z digest=sha256:2d16fd2508595d122a3726140ca007429dcef260ac04aa6d60f5ca75d728e943

Pith citing papers

No inbound Pith citation observations are available.