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Paper Citation Record · LEDGER

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings

As of 20 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 1 inbound Pith citation observation for arXiv:2509.07540.

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

pith.paper-citation-record.v1
2509.07540 v1

Coverage vector

measured 63 of 63 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:16:16.260979Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-26T09:47:51.579030Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T09:39:45.997552Z

Reference resolution

63 of 63 outbound references displayed

  • verified exact2
  • verified fuzzy1
  • unresolved59
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c6ce3b7f-7a12-421c-adbe-ec8b2ad6235d · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-15T16:16:15.954943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:15.954943Z digest=sha256:6c13ef9f2f760e97c7ebbf6d5897401f8638bf7c5e1b4735faaadc5ccd56b543

Observation 9ae90cc1-d473-4f93-a284-cb00f60c7f9f · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:16:17.341828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:16:15.962414Z digest=sha256:4cb5f46b2188d88188bde11b226875842021cfe1bef85e4ff0f78ed4861fa061

Observation 68c359af-dc66-4e23-a477-38c8eeeaa300 · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:16:17.327977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:16:15.967243Z digest=sha256:801166372ea66a03d3e0af5d3e9e8a6122705befd3d33a463b597b2474d4ab71

Observation 7d32f348-bd8c-4e42-939e-e325b6bc9d68 · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-15T16:16:15.971388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:15.971388Z digest=sha256:cba86ed24a53067cbdb5ecb66a368691f532e78138cf74f1bd94b55701f37958

Observation c66ded90-281e-40f2-b430-5b6827aa00d0 · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-15T16:16:15.977781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:15.977781Z digest=sha256:f66511ca027848cb87616ba386de53002e3989baf1d790e94aa6036427929332

Observation 37cfec9f-94e7-4661-b723-2aaf7672971f · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-15T16:16:15.986486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:15.986486Z digest=sha256:bd5f96178e49343fc7be1d7f8f299aa549a0b3cc3fbebb546693983db38c0cca

Observation d1d60ffe-7c99-477b-8844-7ea47926fcbc · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-15T16:16:15.990858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:15.990858Z digest=sha256:e4b7073cfaf124adbd295bf60917e8ed54384555e96d24223000ff355b6637ea

Observation 25004ce4-9fcb-4508-934d-12b7d50ef0ac · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-15T16:16:15.995176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:15.995176Z digest=sha256:dc86f2de2423b1fb6520f3bffd73c1650ef10a0a52bf8b6b2502baaa313274e0

Observation bba95914-960f-495e-be1b-1357bb717964 · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-15T16:16:16.000122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:16.000122Z digest=sha256:943534601527f358fae7c29c544ac1a899f116ecb81ce25b07f38905b922c09c

Observation 133346de-e3c7-4eaa-901d-a3403958b3cd · outbound

This paper cites VERCATION: Precise Vulnerable Open-source Software Version Identification based on Static Analysis and LLM.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings VERCATION: Precise Vulnerable Open-source Software Version Identification based on Static Analysis and LLM

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-15T16:16:16.015313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:16.015313Z digest=sha256:8430af416f1392859afcc33a287680218cb53755ab74bbba27d4346a5d159659

Observation ac1f6716-0947-41b9-8ef6-d7254eb1744e · outbound

This paper cites Fixseeker: An Empirical Driven Graph-based Approach for Detecting Silent Vulnerability Fixes in Open Source Software.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Fixseeker: An Empirical Driven Graph-based Approach for Detecting Silent Vulnerability Fixes in Open Source Software

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-15T16:16:16.020910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:16.020910Z digest=sha256:a9f5d84ea0a3684a48c9fba1815931ebb6253ae5991a3ad0364aa2de21fec9cb

Observation 290887d1-4279-4270-ab54-3d2c155fdde2 · outbound

This paper cites 2010.Introduction to modern information retrieval.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings 2010.Introduction to modern information retrieval

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-15T16:16:16.027966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:16.027966Z digest=sha256:7774109b381f3ce6a6d0ab4ad916fad0aaef0ad144e7e13a3c003200faf4ba7a

Observation 271230c8-56e3-41ca-a115-41a136e25b64 · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:16:17.250313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:16:16.032648Z digest=sha256:aaa10b7387236aced37f309c6b750c2889889134a08597f306f24d699a48b2f3

Observation 6d2a8a01-4c3a-463e-a7a8-10fde3185d05 · outbound

This paper cites Vulnerability Detection with Code Language Models: How Far Are We?.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Vulnerability Detection with Code Language Models: How Far Are We?

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-15T16:16:16.037314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:16.037314Z digest=sha256:4fb92fc67f4a5871c797830796df07dbbd31a1bfd3a049e82c8a1ddd44aaff63

Observation d1d8192e-edb2-411c-ae0c-83b7f8cbf573 · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-15T16:16:16.041682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:16.041682Z digest=sha256:42a2e52775ae592d8f571a63b74138822c9a5c57eebc95b1ee9c676f091072cb

Observation 1d4b4650-21d9-46fb-a6a0-0d7fb61a6be8 · outbound

This paper cites The Faiss library.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings The Faiss library

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-15T16:16:16.046184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:16.046184Z digest=sha256:9a940800fef40916ec716c82bbab629944c887c46eca5918b2386ce75c6309e0

Observation 581eea21-933a-453b-91da-11b4a0c6ab67 · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-15T16:16:16.051564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:16.051564Z digest=sha256:ce9305e375f4b520b11dbafb4dfc2b3adf9b3c1b580c9cd2809ad408ca74723d

Observation d7f54b91-e31d-45c1-b555-3c048193b7e2 · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:16:17.227446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:16:16.056719Z digest=sha256:ef086ebe544b284ad2ea6345d5983b2ee000265c1feca3f4be688dbc67f05044

Observation 24607539-51e6-4844-954c-ce33c2454a06 · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:16:17.209950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:16:16.060750Z digest=sha256:3f997b6af0cb4445ad2f6b58882969ecad826287b7aba540b82c6d4987666e6e

Observation de93b9b1-2050-4128-ae74-8b6ee5d72a92 · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-15T16:16:16.065227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:16.065227Z digest=sha256:81789b51aae50cb37b0b4229fa8b957406301990de2b66e2181a104b12bf2272

Observation 75aa241e-6ffe-4df0-9eec-c006f0825f09 · outbound

This paper cites CodeBERT: A Pre-Trained Model for Programming and Natural Languages.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings CodeBERT: A Pre-Trained Model for Programming and Natural Languages

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-15T16:16:16.069756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:16.069756Z digest=sha256:9b6a1c5d1ec5b24b0f316043d627265393973b4900d5f7b4ee5c62f35e26f2bb

Observation 594553cf-2adb-4a47-bb7a-4dad19406fdd · outbound

This paper cites Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-15T16:16:16.074744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:16.074744Z digest=sha256:64261e9e183975a6a4ec2f6ad16097e8ca2b983c7dda4a74151d498d8d83f04f

Observation 0b116767-8331-46da-838b-1411502b5e8e · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:16:17.186319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:16:16.080128Z digest=sha256:b6cebbe8dfbb8cccc57cc6d4fcd72f60f22058b9fcc69b3333b5d1bb71eb766d

Observation cff58f74-37ae-4d1b-b547-c2d76e0e705d · outbound

This paper cites (Debiased) Contrastive Learning Loss for Recommendation (Technical Report).

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings (Debiased) Contrastive Learning Loss for Recommendation (Technical Report)

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-08-15T16:16:16.708223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:16:16.084089Z digest=sha256:e29aab4177f3f2b03333a4bd5140e162401d6f60e3a8b85c5f63fd45067ee64b

Observation 42f73983-6652-4b01-a314-efd72273af66 · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:16:17.173557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:16:16.088917Z digest=sha256:24252d811204c7da2ff15890fa3d7fafd1a0b125c99690717469bca602139c07

Observation 6fb57c7e-95dc-490a-816b-e782fc14813c · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:16:17.161637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:16:16.094198Z digest=sha256:f9e186d959654029240988bd69497efff050dbffed626751f09ab8e0e3d64b50

Observation 2d05f643-6e7e-45cb-a1c0-6493e827146a · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:16:17.148647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:16:16.098677Z digest=sha256:b60cf84e7f5863e6e6242c8456fcec203a65d2f6158e494684c0d7d76a121901

Observation e63531bb-0397-4494-94ac-ba8a0600877b · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:16:17.135644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:16:16.103550Z digest=sha256:0ffb1f181db420ac1bd25ac70e882e6e6251f8ad5d865beb9638c6eab68b564c

Observation be1fe1a6-6d7c-4b32-8e49-bf0ea20d2084 · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-15T16:16:16.107904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:16.107904Z digest=sha256:d77338a5e2741bbff87ca1475e3ad18cd0dbe2021327d76c58e45331152bff16

Observation 972ce375-0846-493a-ada1-892d5ffc92dd · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:16:17.116096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:16:16.111996Z digest=sha256:7f783a3a196dffb83c314dda7108f7f9161e74fa6bab09b9d856fb275fe29297

Observation e9f4acfe-7ae4-4f30-8236-c317217be9ee · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-15T16:16:16.116052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:16.116052Z digest=sha256:5dab7b183125f2a466caabe1d53333c8a4d676187e47491155e4ed6793d1e464

Observation 71b64213-38d4-4f87-b06e-3ff7810c71f3 · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-15T16:16:16.121809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:16.121809Z digest=sha256:e6bb3e5866f66560ffbd0bd2e7829d8d46cc6af634039253c22158a4a25952f8

Observation 77746708-cffc-47f8-95a9-e8026f62a1b5 · outbound

This paper cites Mapping NVD Records to Their Vulnerability-fixing Commits: How Hard is It?.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Mapping NVD Records to Their Vulnerability-fixing Commits: How Hard is It?

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-15T16:16:16.126097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:16.126097Z digest=sha256:7a0f97135b934a78233ab75c37e0db50ec6468258d97a351465bf78a7fa8978d

Observation 60bbf11a-adb5-4224-8164-eb5a0f86f528 · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:16:17.095911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:16:16.130693Z digest=sha256:eb82f6da3015662984d5553515edf321c58e591950179071fed8b71fa016a1b4

Observation 24518fa8-6b69-4a6c-ab28-e08579c69216 · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:16:17.082976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:16:16.135022Z digest=sha256:4ffe62a7eaf84ef95d5bb8a22b6b63d905f6e513b18df60e3f52e8a0260ba2cd

Observation 78801b11-94a1-432f-bb0d-dff22411978b · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:16:17.070822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 4b50c6b7-00f9-4720-8583-2ff07a996684 · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Representation Learning with Contrastive Predictive Coding

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-15T16:16:16.142807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:16.142807Z digest=sha256:47204d005dedb3f7d707c8de7ba3526208744a8610e99d8838fe8f3a5f85c4e2

Observation 697c1195-7dc8-485d-95b5-5a1b376a915c · outbound

This paper cites 1995.Okapi at TREC-3.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings 1995.Okapi at TREC-3

Reference 38

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unresolved
no resolver link, observed 2026-08-15T16:16:16.148085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:16.148085Z digest=sha256:4baec19bdbbedaa85ba82d8586f70bf848e6a9178c16462b0faf89f24e1af61e

Observation a0260493-26ef-49b6-965a-38a0f2461fab · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 39

Resolution
malformed identifier
no resolver link, observed 2026-08-15T16:16:16.152212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:16.152212Z digest=sha256:f5a0d1ce86506cc02d4237c83a059cceb7b1cb321e678566d27fe0f5cb888b5b

Observation 930488f3-aa20-442d-b860-1a1140c8c9c2 · outbound

This paper cites Learning to Catch Security Patches.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Learning to Catch Security Patches

Reference 40

Resolution
verified exact
local_arxiv, observed 2026-08-15T16:16:16.533088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:16:16.157743Z digest=sha256:9f4b53bcad1b0899a678fcfcf376a81f363bb4167c915487c911db7c0715e14c

Observation db9af07c-a3d0-4ed1-a9d1-852706912dc3 · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:16:17.051155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:16:16.163837Z digest=sha256:cd97be79994a7e2ea97c097f7d647776cac5c0e8d8ac238316fb2aeb77310603

Observation 3684cdfb-23b3-48f2-ab36-cbcc36e9a662 · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-15T16:16:16.169161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:16.169161Z digest=sha256:88e37ba7316f868026af5b7d0d135cafce1042f02850dc51f33aa27099a77dda

Observation 3ded2a3d-b12f-44ed-943d-927ee97d2015 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-15T16:16:16.173716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:16.173716Z digest=sha256:c3d138b42b3e4e99592787f9c25f8b50c9375e8c2583a9a7b3715d88bc411818

Observation 2f85180e-e5a9-4dc3-ba29-8d967b556f3a · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:16:17.037457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:16:16.179141Z digest=sha256:b7825abfc47a895c7cb2f3ce3b2741cc3addc656023c59983d6e02ae9ed8cff3

Observation 11fe32ae-f161-43ad-a445-4a69a2800dc4 · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-15T16:16:16.183198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:16.183198Z digest=sha256:43b62f762ceaeb58b588a4b3d0d0b48c763a4e8cafe3267bac69752147fc46b9

Observation 0df02eaa-c81b-491c-a493-b075b066d0db · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-15T16:16:16.191003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:16.191003Z digest=sha256:dd6c180db616ce060586d28c0a7ed5eb336e37e71e227034af2c15d4d2220ec8

Observation 841f5599-27c7-49c2-8360-db52f28535b5 · outbound

This paper cites CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-15T16:16:16.194923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:16.194923Z digest=sha256:aa5ae74ea6c80757f326485694e5fb87fa315363732d5ca8720222fbee74f6fa

Observation 757e9bef-4139-45b0-bb8b-96e5c828796e · outbound

This paper cites Rethinking InfoNCE: How Many Negative Samples Do You Need?.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Rethinking InfoNCE: How Many Negative Samples Do You Need?

Reference 48

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unresolved
no resolver link, observed 2026-08-15T16:16:16.201176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:16.201176Z digest=sha256:51e470750b2e542487ac0560b15e40c1700982140c719bd9afc2bd27cb604bde

Observation f06a474c-dc7d-4966-9105-9005ca9867fa · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 49

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unresolved
no resolver link, observed 2026-08-15T16:16:16.206214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:16.206214Z digest=sha256:7d71d40036982d2d006e29484d8a9526479e1872c697e0d5161da03ebd4a84d6

Observation 18bab2b7-b81d-466b-99bb-515701e834b9 · outbound

This paper cites Qwen3 Technical Report.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Qwen3 Technical Report

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-15T16:16:16.217550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:16.217550Z digest=sha256:9d975b4b212886d99bad44e77a6f3d819f618729d802f9efa4a34aad22609027

Observation b583b2f5-8e19-4ac9-ac4f-6533abb67e44 · outbound

This paper cites LLM-Enhanced Software Patch Localization.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings LLM-Enhanced Software Patch Localization

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-15T16:16:16.222696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:16.222696Z digest=sha256:56b7151ffd80b548968399065b184f2d425a1c35454a7446841e94ea7ff994fd

Observation 169b4cee-a0ec-40c2-bf12-94b22f424721 · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:16:16.981387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:16:16.227314Z digest=sha256:efd303d3997975768b358a168ec44cc4dbc85e47634c00176df7123bce3d9141

Observation 8b913c0b-f581-47f1-b839-c684d318fd4e · outbound

This paper cites Benchmarking Large Language Models for Multi-Language Software Vulnerability Detection.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Benchmarking Large Language Models for Multi-Language Software Vulnerability Detection

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-15T16:16:16.231636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:16.231636Z digest=sha256:e521b5fbab7414949fbdfac185fd6f92344c8a8a518cc87fa00f0ac70b137ced

Observation a681258e-d4e2-43ae-ba07-aca113a10dee · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-15T16:16:16.237418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:16.237418Z digest=sha256:23c5c39107af15fa648a0201c6b97a478e6720a87c41c08ec894b31ab38fd3f6

Observation a51efb3d-c258-429f-91f7-952f68127236 · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:16:16.960979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:16:16.241614Z digest=sha256:0a6ec7885edf44654f013ad3a4aca17291b56ee4ff2a3be735a1daff4c34c916

Observation c3af29f4-474d-4247-b6cd-8708a7947cf2 · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:16:16.948852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:16:16.247295Z digest=sha256:e3edcea35c43bff0b65b84d42bb5b26615b7e0452763d352ed73ec2367c2c07a

Observation 1c50d719-4859-4ecb-bfe1-74e338fd07b2 · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:16:16.934394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:16:16.251082Z digest=sha256:33cb106e64262c40b7cdbec3b0b55f61eeeba964ffc70a24057af7e9f2654ee2

Observation b72dfafc-6d21-4c76-b23c-bb227d2d1476 · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-15T16:16:16.255598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:16.255598Z digest=sha256:38da46b3db285e0846034bdc39883ce8328645704fd65e3a27cbf9cb9ae5bed1

Observation 18e683fb-adce-4a88-a9c4-c0b36bb5cae0 · outbound

This paper cites Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks

Reference 59

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unresolved
no resolver link, observed 2026-08-15T16:16:16.260979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:16.260979Z digest=sha256:624741d05598c6baba1c460f6daf0cc5b8e4fbb555535b899fb2cdcd83c2a11e

Observation dd58a5ca-1cfa-44eb-a5d8-60133c21238e · outbound

This paper cites an unresolved cited work.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work

Reference 2019

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unresolved
no resolver link, observed 2026-08-15T16:16:16.210588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:16.210588Z digest=sha256:69e7234b0646c19680700b04cff9c07965ca09701368a4697e7bacb21aea41b4

Observation d8ed587f-da46-442e-8654-0ad7288126c8 · outbound

This paper cites InProceedings of the ACM web conference 2022.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings InProceedings of the ACM web conference 2022

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:16:17.016889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:16:16.187288Z digest=sha256:934dd867c41ac8a521238e73a6dd0571015d7e2dec24ca4c7f30a4b4484208b9

Observation cc4cc88c-bbe2-47bf-898f-06f077bc838a · outbound

This paper cites InProceedings of the 26th International Symposium on Research in Attacks, Intrusions and Defenses.

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings InProceedings of the 26th International Symposium on Research in Attacks, Intrusions and Defenses

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-15T16:16:16.005486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:16.005486Z digest=sha256:8d84708bf76de5da4f7ed69ae235e29ed444823255741b1fa0f680271dc4c769

Observation 128a666a-f816-411f-a5cb-7d8c7b35e764 · outbound

This paper cites InProceedings of the 20th International Confer- ence on Predictive Models and Data Analytics in Software Engineering(Porto de Galinhas, Brazil)(PROMISE 2024).

PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings InProceedings of the 20th International Confer- ence on Predictive Models and Data Analytics in Software Engineering(Porto de Galinhas, Brazil)(PROMISE 2024)

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-15T16:16:15.982309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:16:15.982309Z digest=sha256:5e92ef369b3d330faac2da6d483d9152e178e41982e3a04f52ade122983bffba

Pith citing papers

Observation 4244e57b-69b0-4c2b-9c22-69457bd2d6ed · inbound

VeriPort: Automated and Verified Patch Backporting at Scale cites this paper.

VeriPort: Automated and Verified Patch Backporting at Scale PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-07-04T09:39:45.999325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-26T09:47:51.579030Z digest=sha256:a8b1471124a1b90475c073e19ff56485e4f84983c7d36d2682c20c9462b8f473