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Paper Citation Record · LEDGER

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

As of 8 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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:20.692166Z digest=sha256:4e160d2dc2b6d5638ee5d7f77b8ad905dfa5d623449ad89f68e9a9890d3f3fc3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:20.711530Z digest=sha256:fa4d985778e931f0ac9c58a3a8b4f7a00e596ee79eb0481c0ff98059a48cabe9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:20.726788Z digest=sha256:6484484c478d49fa40805898ea3176fa92a9a189c37122daac3092478ff8dd05

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=sha256:4611211d8a9fe4eb1182b4c2dd5b06caa44f1bbc1ab7aba4480028f65f31bcd0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:20.794751Z digest=sha256:963730924ff13fe759c8818aee46d8e6fc9fe1205348f2c016e28673d8069e52

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:20.825390Z digest=sha256:1cb7b4434c89dfa6d822de3e414dbd43174f0bfe4f58ec4b3162de82fe8dcf1c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:20.834793Z digest=sha256:2103eca953aebe23e869d4fe0f00b2cc740b4f82383cdaa2ba7c08422ba2d2ff

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:20.865179Z digest=sha256:dd2ae444ecac80e6ca594c1ceb9ce19f9931f0c11b0fac07f80bf3ade8a6c548

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
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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:b79dd2b3b33a307c8058325f254785f335c011d82831389ece79edcef31912f0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:20.926236Z digest=sha256:3d6989145a8952b258c85dfe80f214024f58b7ed9a58b0f3ae9c87c63497b48b

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=sha256:8957d5fb2c1dfff507f8d502dbc98e6fc78c801f26c9051c993b2f0d7e153370

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:20.984742Z digest=sha256:7fe17d9beb87d695c7c6d99f1a2e44356a01d43fd9f50a73bd0e009303219e3e

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:a676c2b1ca60cf29da2ab669899a1e1ee29e1a45f4276696e5f1bf955d0d2a88

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:21.074747Z digest=sha256:04ec73dc6925cc1c7a5bb10cce122f8ee20c8e45ec154991c55bf492e7106f67

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=sha256:7152c7e4d2a3d9e63b067fbe3fefce1cc376847b688f7a31d41af7077722c20b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:21.174747Z digest=sha256:5096f70bc260d84ffe8bed0db8639dc9f99a649af8504be50b40399c3004dfec

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=sha256:299f63d16d0c9604cf557daf80895a2fea6f956116d1288d40ef9a2bf3030d49

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:21.265140Z digest=sha256:1b3c2d00fdbfc13bb13bb4150d335db32e4274669ffa906e74a8c3a674f26d94

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:21.275472Z digest=sha256:c1fecaa964cb4c826f5031964f6db46064eaebc137217af65014f3865657d6e3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:21.302522Z digest=sha256:c36edf0514f33370f451b232918cdaf403e21040019269ed70ae5ce27897e72b

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=sha256:6c3a3f9f86caffe2d47a6b5a253d6613a14a0e649dad1afea378dc27af48c7f0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:21.384736Z digest=sha256:8abf3e031d47c8b4c96a81bfa63518f5a93442a2852727bcab6b0283a7fb27a9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:21.424743Z digest=sha256:5391c13126abbaee6487c01c63bff8a5f153fb9ef5e78c0645bb9431815953c6

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

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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=sha256:2e1bdf627cceead61c3088b5a8769e2bd59fb58d431d9c5e6f79136b1ee31e23

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:21.485714Z digest=sha256:fcdd011276d81e19debc55a0cc491d6b54221626d72e9ed976f31f41f96d43a2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:21.524739Z digest=sha256:eba9cee9b6a5a8971d5e344e70e82ea7716bb4a985931f2f3ad6443aef84891a

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=sha256:936ed50aac9942790187f6eca90e676e6c2d35cad192b123e6bd29ba88befe47

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:eaa92d06d134a5fffc9801d4965a34564162d2e607ec3d6fcebb51d8c552e989

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:21.604743Z digest=sha256:f3ec144357c95dc882e524524838c01e45acc8b31090ae019e9b4dc1af006140

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:dfe5440d2b29fc6163f2c0be31ddeaa055c3380ec9df1e0b4521b45e7fc83f5e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:21.655875Z digest=sha256:216497395819ea5574738f5cb65e7bcdaa8b68a5abccc954245629ced541fe65

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=sha256:9ec7e2005dc68c048cfdbd4701b8d2539185460d21129e739b757fd9beb4f5c4

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=sha256:8ae87da8c9aff70d4473a0fee9c983c9461b021a7a0e4e82ce6837d780551a49

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:d851c5da4a885abd16905f29dcfda8bbba5ea2f88827843ddd87a76793e698ae

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:21.742123Z digest=sha256:c5be477638d985392814bbbe9af1b0cb679c06ee74e1c614dd5c7327642d3214

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=sha256:3c3be8349593c5569e4994feea0f087a03f3c64b1ab7b590491e486b089cfc5d

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:f7b2a0e53802945cfe5ccda9e45b1a6c45c4e01ee5adf5673c1bfbdbb9ad2f77

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:21.800594Z digest=sha256:0e20a1c913b38dbb78f9d837b96795e1cbe5feaa284050f42b507f828e7fa423

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:21.807989Z digest=sha256:86e4fc0dd66e192e8ad240e6229cc4f9a3bd42b1f5aaa4826a5732af8930ee7c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:21.817047Z digest=sha256:496f7d26e829bc365d4ec27326520f44020dd7bc852b17856fb0208b3f33f321

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:21.838339Z digest=sha256:8c40da14049bc2e9aee9042e8528081f3465397482252f392dc929092ba84c30

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=sha256:601fdcf5280d5432b70729336248243a093fe4690f9fd0b0f4f14eef3bf593c6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:21.845526Z digest=sha256:727c281c3438c00963ec77a99155bbfa174c9bdffa175fd440c125071f77c6fd

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:21.853723Z digest=sha256:4d9042fb83bdce49969d2cebb6266363a9b4597528c3caa6e9bdf21b561cd241

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:21.861327Z digest=sha256:2e031e675d7109663a08569bf858616b16694269f21ecc7b10ad5e6eda6011e8

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:f72e4420e4e548829ba1f8beaa2761520b91b6351abd71753646fde495b57b27

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:21.928109Z digest=sha256:5bedbe92ff13e7125a70585b72cf1f0c5ca9f52249d0308789e11c5e029736c0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:21.964749Z digest=sha256:71e932d611e2ac4972117d217dd7d2f6ecc604dcc45a273d33b9a7c08068319f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:21.996992Z digest=sha256:d702cc8c3e3f6fe25e0db47baed29db7e4ca2bdca1e43b5be079b68a216f1874

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:22.034824Z digest=sha256:dfd48ebe7b9746a958b46a052e9a9d12efd3bb7bab6cdb514abc9deb97d4a966

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=sha256:07113d61eb7b82835bfcfc98b77b1e79c353748f7b4acdbdc5f12d7f41785dcd

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:22.114842Z digest=sha256:ad67045de5ea4cd8c8a6a5f846044baf32e508d43686bd1b8f0fa4c600f9d796

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:22.133801Z digest=sha256:598d3c6df1284da7ea45375b6920bbef73004b7f08d749bcfaaab421ae6ed0e2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:22.173731Z digest=sha256:1b757183f2393a492adea9390d5068aa043b738931021ca005ee673018fe5817

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:22.194744Z digest=sha256:f1d803a14a7c842b688ce5f96b6b4fdb0c4aaa1ac4538f0d17dac27193297957

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:fee741d236a2231e567a72a47098168802b58feb546b9b08e8087c69ef64becb

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:22.231910Z digest=sha256:c5483b7439a2f170d37c61b201158fad5ed6f2f71d85902014f84b3671f5b2f9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:22.235010Z digest=sha256:cffc7eb967eacefb3b4fe36e455c27235b4000c1f5083330956c3342852b1c9f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:22.243571Z digest=sha256:94bd6acefd6c6dfb3b12aaec5b743bcb260cef6259efd879635c9a3b70a8b85a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:22.259752Z digest=sha256:04cbecb80586760c280a07b8fdfbc0250fbf1ef53689ffc35592d98f5e20b3bd

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:22.304759Z digest=sha256:c258b1e8a5d2de6ed1ee95196eda885aa5de379eabfb1effc252cf0674c229c3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:22.334865Z digest=sha256:752628b5b7c36d0ede2816f4039b505bef28850a1f7a17de602fe050822202aa

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:22.360884Z digest=sha256:3902139b8c76b270113d7482fca48a6d9a276eb0d3d6867efaf71f8ae70f9390

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:22.384739Z digest=sha256:b6039ee90672ac16926c1797bf83fc79e5662b74ad3f2efc867ff5613db1dba2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:22.434735Z digest=sha256:c15f99f220ddf1f687bf91c9e2915fda626108197c710afe26d48fa83815e29d

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=sha256:3a6b3075567303432bbcc0ab83b184b4b61f589784075e43b3cbe8f3d808c4b1

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=sha256:8bbdf8730a54622b2bf2092bfbded67f8e0cc920907b9ec8bc7556d4e609462a

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=sha256:23cdc45e2184c77d424c2d49293fd6dc034efc4332bcf437fe85eb5320d0c9c3

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=sha256:694cc7a78555b785f69c491105c004d3b50911075a6dcdcf1645ca499b0dc9f5

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=sha256:255db14f701a31e9299e6ff10bbbd05494d72141be27390b50fda6c9454a5d01

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:22.682479Z digest=sha256:1391ce76634df7bded4094b0f168355f4d5048788cf4b877c894f238a7d7b40f

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=sha256:88110c02df6cce207e3da1549ad95f8d45810b1d5d4b4e9a4135384829e84383

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:de734a9e49279f32c6d14eb61feaaf1bcff0dfff4d0280d1ea84d4f39b9bba1f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:22.814750Z digest=sha256:15d14b9ecb55ea5e0562e745dac2a212f3c4a7aa17da7f3e5a2222f8a6b01604

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:22.844845Z digest=sha256:b50ee834a9b875c6862eb3ff2103d3bff8848a40a55748ebf75d16e30075d98d

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=sha256:55ece6382f81e31c2fe1eff0013bdb94417d67cceef77a3ff163488e1bae7871

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:a2e4a6125643a2889e58a67987abf1d8b42383e84f09a9deecdc5d6c04369c00

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=sha256:741d2c6e70c4e0435dd2d87a1ca4b97cecaff9dfd15ff5dd562c9d451ffb62a8

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:22.991518Z digest=sha256:6b9072d07871566c97e2fce7845e4e014b1eb2f3ee21f7433db2b5987f163dd6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T23:28:23.014807Z digest=sha256:cd6f77c877fb6d6b67fa51007282b5d5630bb642c217883b8a7b40de55df7124

Pith citing papers

No inbound Pith citation observations are available.