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Paper Citation Record · LEDGER

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs

As of 8 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 0 inbound Pith citation observations for arXiv:2505.24451.

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

pith.paper-citation-record.v1
2505.24451 v1

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:29:16.999857Z

measured 58 of 58 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

58 of 58 outbound references displayed

  • verified exact1
  • verified fuzzy22
  • unresolved35
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3e497099-2cbb-4f65-a307-46adb38c6a33 · outbound

This paper cites an unresolved cited work.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:29:29.182164Z

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=2026-08-07T12:28:27.068614Z digest=sha256:4ebd48a757d7e972c9666a5873204d04d7ceff685d34f8e4bd644ed5e664dfad

Observation ce638607-f133-4180-b783-50295226cf9c · outbound

This paper cites an unresolved cited work.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Unresolved cited work

Reference 2

Resolution
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raw_fallback, observed 2026-08-07T12:29:28.917534Z

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=2026-08-07T12:28:27.184924Z digest=sha256:e7820f6f724be98bdd58bbd314a2069c5067348b7302aff763a89799b9665d28

Observation a44db149-8c0a-40e0-89f6-c57d8ff13b45 · outbound

This paper cites an unresolved cited work.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:29:28.756885Z

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=2026-08-07T12:28:27.238671Z digest=sha256:87a1459382181087321dbb0871554ba28bf86696fa6d64f9019ee0d4f00780b4

Observation 203ffbd6-6582-46db-8331-b933620e7162 · outbound

This paper cites an unresolved cited work.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:29:28.618801Z

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=2026-08-07T12:28:27.328168Z digest=sha256:df0aafd8f0b6065ad73bc7303c4a26a9ecd954e65d4f2acce48a5223bd29863b

Observation df4fb100-d952-4fe7-8825-97d1661e626b · outbound

This paper cites Steenhoek, M.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Steenhoek, M

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:29:28.402914Z

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=2026-08-07T12:28:27.418760Z digest=sha256:81cddf28fe2fa84628ae58dc384e09c64e81f5046b5e87e9afe07faad0c84525

Observation 2b93683a-7a79-4cae-a9d5-8841d827bfcf · outbound

This paper cites Hanif, S.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Hanif, S

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:29:28.294809Z

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=2026-08-07T12:28:27.516543Z digest=sha256:a6cd88dfdd57185da1d6d538c9723c16c156068cd9d997567c9a80da9f262a88

Observation 0df65859-1d95-4c5e-aaec-ecff251ca7dc · outbound

This paper cites Zhout, K.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Zhout, K

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:29:28.153714Z

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=2026-08-07T12:28:27.605937Z digest=sha256:de0fe27c150a990192569087545b3079d0c1719c1156ad102dedc666dc828acc

Observation 5e865a8e-10df-46d5-869b-01a369acf66e · outbound

This paper cites Lomio, E.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Lomio, E

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:29:27.943339Z

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=2026-08-07T12:28:27.706193Z digest=sha256:dfd0d0cf7ddf130c229fe1e0c39f70a1193dd430761141c4ed470c30d39cf679

Observation 41f978a5-61b1-4f06-807c-1c0273628344 · outbound

This paper cites Chernis, R.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Chernis, R

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:29:27.750408Z

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=2026-08-07T12:28:27.769557Z digest=sha256:231f9bec57f3465b339a1f75578c0ee171c7f18cb5966e9dcd84a62f2722a8c3

Observation 33ece991-d00c-4e26-8844-bc943d494c13 · outbound

This paper cites an unresolved cited work.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T12:28:27.892604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:28:27.892604Z digest=sha256:d813013dd1b12f7119a137d02f7e3d73decb77a4769c387dc2b40647b8c01faf

Observation 3895ea62-75e7-4146-8dec-89b3422887f5 · outbound

This paper cites an unresolved cited work.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:29:27.441409Z

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=2026-08-07T12:28:27.986922Z digest=sha256:391807b7f1d08fa307d7ea3f84c9143ecffc71f456d1a7785bda587eea5c773a

Observation fb332de1-17ca-475f-8f73-aedb2c9db7cb · outbound

This paper cites Do Xuan, D.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Do Xuan, D

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:29:27.290824Z

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=2026-08-07T12:28:28.056053Z digest=sha256:89674bda341887d556c276e9a56517f7412b69ea60bacf1c273919b72dad1f49

Observation 845e60ad-b691-4d55-8052-cecef29a4a57 · outbound

This paper cites LLMs in Software Security: A Survey of Vulnerability Detection Techniques and Insights.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs LLMs in Software Security: A Survey of Vulnerability Detection Techniques and Insights

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T12:28:28.122857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:28:28.122857Z digest=sha256:a601e0fe9d973398d5a389ede0ea2a7dbc9cd59f326532e09636243ba8ea02af

Observation 213d58b1-333e-493c-9120-feefad0f71ee · outbound

This paper cites Gholami, S.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Gholami, S

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:29:27.120733Z

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=2026-08-07T12:28:28.191690Z digest=sha256:eb34b3e9b0713564d36bea549261ea8f2780b5136bca0e2f3b1b246fc56044bc

Observation 8f88919a-96c1-4b02-b1ad-6e39fe410e57 · outbound

This paper cites an unresolved cited work.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:29:26.916790Z

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=2026-08-07T12:28:28.266856Z digest=sha256:052200a651b4d405d9607ca77ef1ddc14fb2d2ac7fe961d2635a66e1ff9de9f0

Observation 1cdf9fa3-fd73-4a28-b463-e29e46d8090c · outbound

This paper cites A Survey on Efficient Inference for Large Language Models.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs A Survey on Efficient Inference for Large Language Models

Reference 16

Resolution
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no resolver link, observed 2026-08-07T12:28:28.454783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:28:28.454783Z digest=sha256:4f2dd882efca60931b4bee2c85b629302728dddd4fd6e37aca30ce4d0d528c50

Observation b27e1a8d-4b50-4ebc-a06b-f57b23749bc8 · outbound

This paper cites an unresolved cited work.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:29:26.607324Z

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=2026-08-07T12:28:28.524927Z digest=sha256:0c11150b069a12d7b15f264663739a3906687831adad905701ed409e4de04607

Observation 8763764e-a72d-45cb-9715-d78dac87076c · outbound

This paper cites an unresolved cited work.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:29:26.334554Z

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=2026-08-07T12:28:28.606308Z digest=sha256:154a1b1afb879c9c7b266890970d850b6ad9cf01597a5ff2e7d61480cf0d41ea

Observation 7c515c19-cd29-4958-93fe-ed3271f9e67a · outbound

This paper cites Distilling the Knowledge in a Neural Network.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Distilling the Knowledge in a Neural Network

Reference 19

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no resolver link, observed 2026-08-07T12:28:28.704758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:28:28.704758Z digest=sha256:4bffd696844ab16eecb3dd45dd06ca15decc0d1396c52a3b68f01e4c0c028a3d

Observation efc9ccb8-c160-4951-aa60-07553307965a · outbound

This paper cites an unresolved cited work.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:29:26.087247Z

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=2026-08-07T12:28:28.816990Z digest=sha256:0d8bdd5780f327640550dadd9d0e3fd90540946fc4b2d215c4d1181b32a06697

Observation ffb1f6d2-4bb9-41e5-b46d-7f87e219cea9 · outbound

This paper cites Jiang, C.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Jiang, C

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:29:25.654857Z

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=2026-08-07T12:28:28.865219Z digest=sha256:621bdd6b1286d336a76b73ac3f998145fbd26fcdfd674e1a8f2d85789bd9d87f

Observation f42b8383-05ab-48b0-ba3d-02c64fd72df7 · outbound

This paper cites an unresolved cited work.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:29:25.302836Z

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=2026-08-07T12:28:28.964026Z digest=sha256:b2969c6fa993d5b45c6a4a27bda979d5a67581e4e3e741e6237c317d152265dd

Observation cf076e2a-4030-4733-9ae2-36cde59fd1fc · outbound

This paper cites Understanding intermediate layers using linear classifier probes.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Understanding intermediate layers using linear classifier probes

Reference 23

Resolution
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no resolver link, observed 2026-08-07T12:28:29.025394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:28:29.025394Z digest=sha256:f5c4cd3a13e8d0db17187af6ca264eb8409a59db689111613eb99a6229109b62

Observation 873ecf34-60eb-4fe0-83c1-085cfd32b49b · outbound

This paper cites an unresolved cited work.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:29:25.089389Z

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=2026-08-07T12:28:29.104747Z digest=sha256:978be18814983bc33ee5a188032a05f4d2f24df0fc8c842350463b27e12487a8

Observation f6ca11b3-d2b2-485b-a9be-f1ea7f5b8a67 · outbound

This paper cites Ahdritz, T.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Ahdritz, T

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:29:24.805228Z

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=2026-08-07T12:28:29.167194Z digest=sha256:1385e5688090d7ac3af387992275f15c00aede459fb4611479fb2e1ede9ea8cf

Observation 466c7cb1-f306-44c5-a99e-58b4d630b361 · outbound

This paper cites an unresolved cited work.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:29:24.563614Z

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=2026-08-07T12:28:29.234471Z digest=sha256:657a640734f03cc2a324278f6f14e72888b99807b354d561bfd7c8b8881a3651

Observation dcfe3093-ef18-4e7a-8f91-1f0acf780105 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T12:28:29.307773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:28:29.307773Z digest=sha256:02fec00bce45a329bd6efd372752a76ee20d4d96f7fb3cad81bf9dd7e6e1b1fd

Observation 636a4117-540a-44c8-a26f-2ade70276e60 · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Gemma: Open Models Based on Gemini Research and Technology

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T12:28:29.388555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:28:29.388555Z digest=sha256:e451a33b2abdc977756b49a6067420c83ed908f407c71135caecad56d7a7786d

Observation 601081ca-4e93-4396-ab98-5a74302a7ade · outbound

This paper cites Jacob, S.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Jacob, S

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T12:28:29.445973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:28:29.445973Z digest=sha256:a8a4085b2a44335968dd23befe8c5048e380c2271a6f735138b54a26e44edfad

Observation 6bc19616-bbbc-4952-8d20-49f297f43412 · outbound

This paper cites an unresolved cited work.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:29:24.299400Z

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=2026-08-07T12:28:29.521893Z digest=sha256:5d8b05634c4baf776c4ceeec07d79203fe9ddb84a45cde60033b202ff8bb3a9a

Observation 1ea9a944-8f04-4e19-bfea-92a1cb11651c · outbound

This paper cites Christey, J.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Christey, J

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:29:24.076419Z

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=2026-08-07T12:28:29.621616Z digest=sha256:03ce56cfa50c51cd5183ef9a5c444325d57d68771276717312f3b5dd460277ba

Observation 4866d10f-44ea-476d-b84d-01e7f3b9e0c3 · outbound

This paper cites LeCun, J.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs LeCun, J

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:29:23.844747Z

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=2026-08-07T12:28:29.747201Z digest=sha256:0aa7336e2302e424b5d9ffac43ee7d34ac605a50c46f9b2b63b669077899292e

Observation fc5fb0c2-01da-4ba1-b360-e0431fc186ea · outbound

This paper cites an unresolved cited work.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:29:23.654840Z

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=2026-08-07T12:28:29.814381Z digest=sha256:83885ac68cd702219897dde58550f8fc190d7549fd7e2de6f390d065fbe40af5

Observation 2399ac2c-e3a6-4770-91d9-083dd0132f71 · outbound

This paper cites How Does Quantization Affect Multilingual LLMs?.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs How Does Quantization Affect Multilingual LLMs?

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T12:28:29.897924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:28:29.897924Z digest=sha256:1ab360a2a354fb49526f0cb7dd8e2eac11751ba2046b596fbc9f72bd79bfbe42

Observation 7953c312-192f-4565-ad57-71ea65fcc95a · outbound

This paper cites Wallat, F.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Wallat, F

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:29:23.264750Z

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=2026-08-07T12:28:29.960509Z digest=sha256:e876b43f1db67f0a2994788925cd40ab182b6d6fc21811c3dcee64309459f689

Observation 199ddf97-0b21-4606-81f5-bcbb778da47a · outbound

This paper cites Do LLMs Know about Hallucination? An Empirical Investigation of LLM's Hidden States.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Do LLMs Know about Hallucination? An Empirical Investigation of LLM's Hidden States

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T12:28:30.008051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:28:30.008051Z digest=sha256:67bd16e4ab5e28d3d469725a5fce7fa56ced3dda71aa8eb3a0a22342ed633078

Observation 3d2c32a8-9efd-40e1-abaf-5d1fbcad93df · outbound

This paper cites Karmakar, R.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Karmakar, R

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:29:22.904982Z

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=2026-08-07T12:28:30.055510Z digest=sha256:a56328c404ca6a81dba60a5336c4438cd5dc6965ab326d5b8f460930a9567c62

Observation 890b2eba-0996-4ccc-b442-6d0117cf667c · outbound

This paper cites Do Language Models Learn Semantics of Code? A Case Study in Vulnerability Detection.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Do Language Models Learn Semantics of Code? A Case Study in Vulnerability Detection

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T12:28:30.121969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:28:30.121969Z digest=sha256:3602b9092d6c68d0b8b013b677b937a7823cdb72b9922bef53cf4855b2d17ed8

Observation 6b52c36b-162c-4ef5-b08a-181e18cd9047 · outbound

This paper cites Manigrasso, S.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Manigrasso, S

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:29:22.589637Z

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=2026-08-07T12:28:30.192770Z digest=sha256:002b9db1bc098ed962122328b368be126c9650e0fadb535c6c7fd008d9ab4f1c

Observation b7583cc4-4d73-4419-87c8-1418354a71fb · outbound

This paper cites Non-Linear Inference Time Intervention: Improving LLM Truthfulness.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Non-Linear Inference Time Intervention: Improving LLM Truthfulness

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T12:28:30.290284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:28:30.290284Z digest=sha256:e5bcf4fe03f892c2117220b6b0f35db35fcdc2e01c9080941f65e1fe22606ca2

Observation 54b0db5c-92d4-4ac8-b996-a46c72c93655 · outbound

This paper cites Abbas, Y.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Abbas, Y

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:29:22.218190Z

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=2026-08-07T12:28:30.371135Z digest=sha256:ae3a70f5fd4c623ee3f7a4fe16fa1bb86d758ad37e5ee6520e7831adc92eb1e2

Observation 36c36c31-3b73-457e-92c9-4919fbb3cb87 · outbound

This paper cites Linear Probe Penalties Reduce LLM Sycophancy.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Linear Probe Penalties Reduce LLM Sycophancy

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T12:28:30.431171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:28:30.431171Z digest=sha256:b393432f969f3a97ea8e11eb2972a2d6243c79204550f9657ecb9397533638c7

Observation 634c751a-851b-48cc-8f22-91835c426640 · outbound

This paper cites an unresolved cited work.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:29:21.914751Z

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=2026-08-07T12:28:30.489498Z digest=sha256:67eea4a1256089baa6b19b26a607967c67bfe6928c92009e5dd820e395dc1cf4

Observation dbf49e6e-d654-44f2-8fc6-7bdb68601949 · outbound

This paper cites Herraiz, A.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Herraiz, A

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:29:21.519314Z

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=2026-08-07T12:29:16.002946Z digest=sha256:b55c573a051dd059e416138801cf476dc92e48b75b3b7e64c2bf2eb5b55b62f0

Observation e7c781ba-8702-46fa-829b-b6f5a5251deb · outbound

This paper cites Zagane, M.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Zagane, M

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:29:21.144866Z

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=2026-08-07T12:29:16.097357Z digest=sha256:adedca167d1f7d924858d91f70224ea6353f4702116f1cd5f238973c1b55088f

Observation 25df5798-e4b8-4a11-86ae-10ec06f4a6ee · outbound

This paper cites Ebert, J.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Ebert, J

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:29:20.845229Z

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=2026-08-07T12:29:16.168726Z digest=sha256:07ee8a251dc3b3415bf63e90ebacac5e31de6aa311f02e65605367e1fdf54b85

Observation 83fa2a12-4997-4a90-ac9a-fcc6d54125d2 · outbound

This paper cites Mohammed, J.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Mohammed, J

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:29:20.365285Z

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=2026-08-07T12:29:16.254183Z digest=sha256:dc67c0015f7a153363ebb9282f475447ef16e5ab472022879f182ced5e6328cc

Observation 04826fc0-a0a9-46ac-9c04-c49667f47fec · outbound

This paper cites Adam: A Method for Stochastic Optimization.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Adam: A Method for Stochastic Optimization

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T12:29:16.323936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:29:16.323936Z digest=sha256:0f25322f09e0be4a7e83ebafa28289943fe27bf815903953037c27eca58008d3

Observation 2e2d8b3c-70c5-4c82-9900-8c32e43233e9 · outbound

This paper cites an unresolved cited work.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:29:20.044969Z

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=2026-08-07T12:29:16.393673Z digest=sha256:5bc83eede11d53c8018b57726c8c0f633315684f0e4f054d36ea2d3ae5bc49ad

Observation cfcff9eb-04e4-47c5-bc7a-b40284ed4975 · outbound

This paper cites Sajjad, F.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Sajjad, F

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:29:19.821016Z

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=2026-08-07T12:29:16.452528Z digest=sha256:b440e69397397d5db16f2d8e49457bd3e76c4cc39423d679a78774bf13f1be6e

Observation 79ded863-afdd-4118-98c6-65c318ae6c11 · outbound

This paper cites FLAG: Finding Line Anomalies (in code) with Generative AI.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs FLAG: Finding Line Anomalies (in code) with Generative AI

Reference 51

Resolution
verified exact
local_arxiv, observed 2026-08-07T12:29:17.439073Z

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=2026-08-07T12:29:16.520294Z digest=sha256:cf58267068d99d04c955e03c93efcf2c35ea92ceb6c4fafb0f1c6880791890ba

Observation 8b97a53c-d01f-4721-a5ea-68e9128011f6 · outbound

This paper cites an unresolved cited work.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:29:19.633345Z

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=2026-08-07T12:29:16.560911Z digest=sha256:0e17d903665d5f85a313adcc74c314a0d64f1226aa7257d55c7345527b23faf9

Observation 36c1e68e-9c6e-4f9b-ba26-df5aab819cf6 · outbound

This paper cites an unresolved cited work.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:29:19.465916Z

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=2026-08-07T12:29:16.642515Z digest=sha256:99073f5ba8de6e721fe68af501e090fa2b6333b89dea1d24ca8c6625bddaa47b

Observation 1d94e7e7-ec78-4e94-8bec-bee094aa61f1 · outbound

This paper cites How Far Have We Gone in Vulnerability Detection Using Large Language Models.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs How Far Have We Gone in Vulnerability Detection Using Large Language Models

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-07T12:29:16.692942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:29:16.692942Z digest=sha256:f01d1d5524c3f16c5d94ff3925327e1fe6289688949bbf5223eee3c8e1209edc

Observation 349a6611-6896-4b7d-bed2-ea8ada845a66 · outbound

This paper cites Tamberg, H.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Tamberg, H

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:29:19.343480Z

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=2026-08-07T12:29:16.744898Z digest=sha256:6447d0abf466dead5b710dabe2b00155d1fa1d5ae8e126ac9148ae6327970b6d

Observation 8de64f5b-6cf1-4c9d-b384-338ebb922160 · outbound

This paper cites Shestov, R.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Shestov, R

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:29:19.207413Z

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=2026-08-07T12:29:16.814744Z digest=sha256:2bad2171a1b4952b8ccf593c85c2b9bd9864451dfc8306c323171f2e1a162840

Observation 5430b359-0d9d-42aa-bdaa-09932c65900d · outbound

This paper cites an unresolved cited work.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:29:19.067930Z

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=2026-08-07T12:29:16.887282Z digest=sha256:f46ed651549d3f286886d10c85e9b72963eed9312b89eefde102478d66d4f6f1

Observation ef408b67-e5d6-47d8-91b5-62c3a15ddad9 · outbound

This paper cites an unresolved cited work.

LPASS: Linear Probes as Stepping Stones for vulnerability detection using compressed LLMs Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:29:18.912464Z

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=2026-08-07T12:29:16.999857Z digest=sha256:fe56701acc39e3fbd1248981dc94783c90fa85c9a00fd5e0226792c96ea1af10

Pith citing papers

No inbound Pith citation observations are available.