Paper Citation Record · LEDGER

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations

As of 22 August 2026, this Paper Citation Record lists 100 of 102 outbound references and 7 inbound Pith citation observations for arXiv:2501.12934.

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

pith.paper-citation-record.v1
2501.12934 v2

Coverage vector

measured 100 of 102 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T16:41:31.369823Z

measured 107 of 107 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:00:20.334912Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T14:37:03.895181Z

Reference resolution

100 of 102 outbound references displayed

verified exact2
verified fuzzy20
unresolved78
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6a6f1d4d-4ca3-4b83-81dd-dae27f78362e · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:30.867005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85597047-c773-4a5a-93a2-0dafdb842ff8 · outbound

This paper cites A Survey on Large Language Models for Code Generation.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations A Survey on Large Language Models for Code Generation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:30.872734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fe8d78f-660e-4b13-9dcb-b4a4e496f68a · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:30.878120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8b9922b-4297-4b03-9390-457d04b708fc · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:30.883277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf3e93d0-9a34-455a-97b9-32bfdbc8c61c · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:30.888565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73038cf4-960f-4edd-bf30-60759f3ebbc5 · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:30.898878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc85878b-a732-48a5-ae67-77d45e4e1303 · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:30.903569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbf23792-e3ad-49c0-9bdd-439dd7a14356 · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:30.908227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7fcee28-692a-47fd-b6ad-1124df0e1d3d · outbound

This paper cites Perry, M.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Perry, M

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:30.913649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b09e658f-25c0-45f7-9302-35e7d512b4c2 · outbound

This paper cites Khoury, A.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Khoury, A

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:30.918642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d378012d-5e5d-4a18-bf5d-6417885203e5 · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:30.923261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87a1c969-5209-478c-a310-e9ec7c450a6a · outbound

This paper cites Pearce, B.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Pearce, B

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:30.928518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6215358-86ee-47eb-b4b9-d1c1a3dc0b11 · outbound

This paper cites Sandoval, H.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Sandoval, H

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:30.932942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b166a7f-a0f2-44c2-b33d-fa8d8bacd8bf · outbound

This paper cites Vaithilingam, T.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Vaithilingam, T

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:30.937386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03ed36ac-99ed-4592-8570-9a5ea499ede0 · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:30.941819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e160e21-9d6c-4ed8-891e-2c6ecb38bbe8 · outbound

This paper cites Code Llama: Open Foundation Models for Code.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Code Llama: Open Foundation Models for Code

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:30.946768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b30f0c5-7728-48ff-b250-5e420ec1b05f · outbound

This paper cites Magicoder: Empowering Code Generation with OSS-Instruct.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Magicoder: Empowering Code Generation with OSS-Instruct

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:30.952954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e76a5439-b0f3-4168-b109-20ed79486bb8 · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:30.958381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b881bc1c-9a40-4a32-a9c1-d252f8e0dbc9 · outbound

This paper cites Chang, X.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Chang, X

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:30.963680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab520caa-90c8-46c1-ad45-70795c519053 · outbound

This paper cites Reasoning Runtime Behavior of a Program with LLM: How Far Are We?.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Reasoning Runtime Behavior of a Program with LLM: How Far Are We?

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:30.968570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9736c17e-dc10-44df-9497-700ce4f0af9e · outbound

This paper cites An Empirical Study on Capability of Large Language Models in Understanding Code Semantics.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations An Empirical Study on Capability of Large Language Models in Understanding Code Semantics

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:30.973378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2af667ef-9445-4081-ac74-ab6358d30482 · outbound

This paper cites A Survey of Large Language Models.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations A Survey of Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:30.978065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 767445e8-b70a-4815-a84a-7ffdad802893 · outbound

This paper cites Neelakantan, P.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Neelakantan, P

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:30.982823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 909331e6-3718-4a90-b9e7-24862fdaabd4 · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:30.987114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d698ae59-f505-4d7e-8ce0-42502cfe4572 · outbound

This paper cites Exploring Concept Depth: How Large Language Models Acquire Knowledge and Concept at Different Layers?.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Exploring Concept Depth: How Large Language Models Acquire Knowledge and Concept at Different Layers?

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:30.992041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d4bdf2c-3d73-4cda-8bfb-986a0aac0f85 · outbound

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Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Layer Importance and Hallucination Analysis in Large Language Models via Enhanced Activation Variance-Sparsity

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-10T16:41:31.788156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a1a0a198-d124-4e83-a12b-b41f11468f3e · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:31.003339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af253dd4-86e3-44f7-b15d-c6901c83b501 · outbound

This paper cites Yuksekgonul, V.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Yuksekgonul, V

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:31.008560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 734dfebf-60d7-49db-8250-d027acf24baf · outbound

This paper cites Snyder, M.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Snyder, M

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:31.013449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47009109-4271-42ec-ab30-e8174dab5a95 · outbound

This paper cites Estimating Knowledge in Large Language Models Without Generating a Single Token.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Estimating Knowledge in Large Language Models Without Generating a Single Token

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:31.018142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dc469a9-7952-4ac6-a407-061beb930094 · outbound

This paper cites 3607–3625.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations 3607–3625

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:31.023480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0784a4b2-abe2-4a2d-b58d-73cbd0788706 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Evaluating Large Language Models Trained on Code

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:31.028044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6e19a1c-568b-4b4d-ba11-3558f5527cc5 · outbound

This paper cites Program Synthesis with Large Language Models.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Program Synthesis with Large Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:31.033195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef061823-bad6-43f5-a34c-4ea15978cbe8 · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:41:32.739430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cec6b33a-c90d-4d63-a6c7-767ab6676fdc · outbound

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Correctness Assessment of Code Generated by Large Language Models Using Internal Representations URL https://github.com/iSE-UET-VNU/OPENIA

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:41:32.724922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c13722e5-2f06-4977-b624-e731a39b3eed · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:41:32.710527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d0124b0e-4d0d-457c-b59d-45594ae8728f · outbound

This paper cites Chuang, L.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Chuang, L

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:41:32.695184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation da78883b-eb68-4e1e-9c18-9f723e6de711 · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:41:32.679358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f57a42b6-7e65-4030-bc2f-72098d3e471a · outbound

This paper cites Sriramanan, S.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Sriramanan, S

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:41:32.665438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bcf0b520-a6b7-497b-be7e-50b699903afa · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:41:32.651067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5228b67f-81f2-471e-8db1-070b9d649c24 · outbound

This paper cites 1732–1744.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations 1732–1744

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:41:32.634930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 71d1f5c4-ab4d-410a-b657-83f088430455 · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:41:32.619056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d002b78d-133e-4999-8d19-e7f383cf6be0 · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:41:32.604791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ee6732af-dc1d-4a4e-83bf-2df2eb92865d · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:41:32.590305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 748ce830-e6bb-4c38-b7c5-eb0bc75c3e40 · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:41:32.573412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8048808c-a0e5-421b-b168-dd1500079faa · outbound

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Correctness Assessment of Code Generated by Large Language Models Using Internal Representations RAMBO: Enhancing RAG-based Repository-Level Method Body Completion

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:31.105508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24cf4cfa-2e16-4767-b0a4-e28d236c35aa · outbound

This paper cites Hindle, E.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Hindle, E

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:41:32.544345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 179b009f-f012-43da-9564-8a39e5ad1c0d · outbound

This paper cites Karampatsis, H.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Karampatsis, H

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:41:32.528290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 46011dfb-9ab1-4e3f-a80f-e96d80d76a26 · outbound

This paper cites Nguyen, T.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Nguyen, T

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:41:32.513338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a1100a58-0aaa-4e95-8789-b69d7dfa6361 · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:41:32.499397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 96e7061a-2514-4f22-8174-7dd4a4f3538a · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:41:32.485597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b6de2ed2-95a2-4c78-a611-de3183fb9e23 · outbound

This paper cites InCoder: A Generative Model for Code Infilling and Synthesis.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations InCoder: A Generative Model for Code Infilling and Synthesis

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:31.139169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a27226f-61b6-4f72-a148-2fb1abde4ab0 · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:41:32.471955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b9287462-bcf4-4abc-9c5e-0f1daa0e8f6c · outbound

This paper cites Zhang, B.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Zhang, B

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:41:32.558981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cb45ea5f-f464-4cae-860f-380cf23e6c36 · outbound

This paper cites Jiang, K.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Jiang, K

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:41:32.458176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b0ed4c76-34b8-49e6-b953-e75195c2cd7a · outbound

This paper cites Schäfer, S.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Schäfer, S

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:41:32.444129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a4ff97a5-9931-4a4a-b33b-eb5c07412c2e · outbound

This paper cites Zheng, X.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Zheng, X

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:41:32.429837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a9da5a56-ee6f-43b9-8bf3-346df35815dc · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 60

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:41:32.415329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f62fe1f6-e88c-45fd-8c9f-92b59c1650f9 · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:41:32.401531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation edeb31e2-ad51-4a2c-916e-2b488f7cdf8d · outbound

This paper cites Bugs in Large Language Models Generated Code: An Empirical Study.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Bugs in Large Language Models Generated Code: An Empirical Study

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:31.177144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef9a0915-8d6e-484b-aafa-12abd1655fda · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:41:32.386336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 16cd5074-397f-4d27-a50e-8f5443082572 · outbound

This paper cites RepoHyper: Search-Expand-Refine on Semantic Graphs for Repository-Level Code Completion.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations RepoHyper: Search-Expand-Refine on Semantic Graphs for Repository-Level Code Completion

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:31.186393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49e33e9d-0816-4be4-8daf-e9c41c2ab334 · outbound

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

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations RLCoder: Reinforcement Learning for Repository-Level Code Completion

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:31.191361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e91b0248-a018-49f2-8148-f319e3a49c25 · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 66

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:41:32.371565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 62160b0b-7e95-4e23-88ac-17688e03975a · outbound

This paper cites Can We Trust Large Language Models Generated Code? A Framework for In-Context Learning, Security Patterns, and Code Evaluations Across Diverse LLMs.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Can We Trust Large Language Models Generated Code? A Framework for In-Context Learning, Security Patterns, and Code Evaluations Across Diverse LLMs

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:31.200937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23afac24-6c2d-4fe8-82a9-79105c66b62b · outbound

This paper cites Calibration and Correctness of Language Models for Code.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Calibration and Correctness of Language Models for Code

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:31.205921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 099ebb7d-b0e6-4a4b-a15b-4f8c77969fde · outbound

This paper cites Security Weaknesses of Copilot-Generated Code in GitHub Projects: An Empirical Study.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Security Weaknesses of Copilot-Generated Code in GitHub Projects: An Empirical Study

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:31.211096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 014960c3-22c5-44b3-8cbf-7a507a703d7a · outbound

This paper cites LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:31.216299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f6085dd-3433-4cbc-96d6-046f0a9266e5 · outbound

This paper cites Is Your AI-Generated Code Really Safe? Evaluating Large Language Models on Secure Code Generation with CodeSecEval.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Is Your AI-Generated Code Really Safe? Evaluating Large Language Models on Secure Code Generation with CodeSecEval

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:31.221687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e69bf52c-3c5c-49e6-a072-acdbb7b29876 · outbound

This paper cites Hamer, M.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Hamer, M

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:41:32.357124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0882e1df-99b3-46d3-8673-04e2f4d6fe99 · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 73

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:41:32.340886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b70ef546-6e47-41ef-a251-9c599f7d6340 · outbound

This paper cites Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:31.237054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb0ecd7d-649e-4c7c-9a3b-1a040be38ecd · outbound

This paper cites AutoSafeCoder: A Multi-Agent Framework for Securing LLM Code Generation through Static Analysis and Fuzz Testing.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations AutoSafeCoder: A Multi-Agent Framework for Securing LLM Code Generation through Static Analysis and Fuzz Testing

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:31.241818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a354607-3123-4b06-bbce-b0d92888614f · outbound

This paper cites Kavian, M.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Kavian, M

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:41:32.325761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b6ecefd5-c35e-468b-9f2a-56391b8a9d05 · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 77

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:41:32.309218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 36318f63-ea6d-44b6-8ce5-4edd6b5eaead · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 78

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:41:32.293447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ec80b47d-e555-43ae-9785-c0e4bf826c95 · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 79

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:41:32.278769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c55cf16c-adea-4719-a5e4-a7b969ee1dcb · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 80

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:41:32.264686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2a448f6a-42b6-457a-903a-5fb0e124918b · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 81

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:41:32.249818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9a7291fc-3f9b-4be5-994a-7d56de20729f · outbound

This paper cites Chakraborty, R.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Chakraborty, R

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:41:32.235255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation df857e25-c0c3-493a-a7ab-f3e481040050 · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 83

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:41:32.220204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8accd123-6306-4b22-a41d-4dec1ed8f55f · outbound

This paper cites Cheng, G.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Cheng, G

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:41:32.205639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2ebe5aa5-dbd6-478e-8a89-bf410fa813fd · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 85

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:41:32.190581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 729435d3-0d0d-46a4-a141-66778a23f0ed · outbound

This paper cites Nguyen, T.-T.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Nguyen, T.-T

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:41:32.175679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7c3ab0eb-7358-4881-a991-e21195d9c501 · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 87

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:41:32.160290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 94c68113-ee7b-455b-be10-bc274e93af2d · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 88

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:41:32.144848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ea4b1114-3959-46dd-a13a-cae3cbf5db03 · outbound

This paper cites Nguyen, H.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Nguyen, H

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:41:32.129465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4d34fb4f-607b-47c9-99f8-e42b3dbe9a8a · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 90

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:41:32.106233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 15916967-7d56-4ea4-8ed9-b58ab62bfcf6 · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 91

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:41:32.087384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e502933a-83e3-4eee-8615-bb5a206a10d1 · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 92

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:41:32.071890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0f8bb31a-e647-43c2-887f-9f099a501b52 · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 93

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:41:32.055915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 71e563bb-6848-4ec3-80be-1b935960804e · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 94

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:41:32.039001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f9f4cb16-a501-4de4-8d0d-92a981bce42e · outbound

This paper cites Huang, L.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Huang, L

Reference 95

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:41:32.020984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3724ba54-01c3-42c5-9171-8a6060021378 · outbound

This paper cites A Primer on the Inner Workings of Transformer-based Language Models.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations A Primer on the Inner Workings of Transformer-based Language Models

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:31.340644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e731a03-b515-4dbd-946d-4c249ab3eec9 · outbound

This paper cites Azaria, T.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Azaria, T

Reference 97

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:41:32.003500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d54ad949-728e-43a4-b07a-2c31a39c20db · outbound

This paper cites 10218–10230.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations 10218–10230

Reference 98

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:41:31.987729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9a095a47-93c2-497f-bf71-9657c8b0636d · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 99

Resolution: verified exact; raw_fallback, observed 2026-08-10T16:41:31.517101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1c774625-7526-432b-9103-c65370c3aff1 · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 100

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:41:31.971908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8658d6b3-9be8-49d9-bb08-c5e2440e4a03 · outbound

This paper cites Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification

Reference 101

Resolution: unresolved; no resolver link, observed 2026-08-10T16:41:31.364882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4328859-7f91-4479-bcd1-e38f2d33e6df · outbound

This paper cites an unresolved cited work.

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations Unresolved cited work

Reference 102

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:41:31.955307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

Observation d6edde2f-f87f-4b0e-8d98-81cfab79ef0c · inbound

Lightweight Latent Verifiers for Efficient Meta-Generation Strategies cites this paper.

Lightweight Latent Verifiers for Efficient Meta-Generation Strategies Correctness Assessment of Code Generated by Large Language Models Using Internal Representations

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T11:00:20.334912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23feee5e-bb25-4201-8e34-2f4002ab56ca · inbound

Position Paper: Programming Language Techniques for Bridging LLM Code Generation Semantic Gaps cites this paper.

Position Paper: Programming Language Techniques for Bridging LLM Code Generation Semantic Gaps Correctness Assessment of Code Generated by Large Language Models Using Internal Representations

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T18:07:08.290078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7f33f99-cefe-4912-9cd5-c6128a529fb6 · inbound

Towards Secure Logging: Characterizing and Benchmarking Logging Code Security Issues with LLMs cites this paper.

Towards Secure Logging: Characterizing and Benchmarking Logging Code Security Issues with LLMs Correctness Assessment of Code Generated by Large Language Models Using Internal Representations

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-10T00:49:48.607579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f3c1dbf8-2238-4858-9844-a516fe92e668 · inbound

Towards the Readability of LLM-Generated Codes through Multitask Representation Engineering cites this paper.

Towards the Readability of LLM-Generated Codes through Multitask Representation Engineering Correctness Assessment of Code Generated by Large Language Models Using Internal Representations

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-07-02T14:37:03.897674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5fee1461-3d2b-4d33-bc4e-47caee5c3013 · inbound

Code Correctness Is Linearly Decodable from LLM Hidden States Before Generation cites this paper.

Code Correctness Is Linearly Decodable from LLM Hidden States Before Generation Correctness Assessment of Code Generated by Large Language Models Using Internal Representations

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-13T07:36:46.859913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3e31360-8b80-4519-ba68-4fc3cb125a7d · inbound

Code Correctness Is Linearly Decodable from LLM Hidden States Before Generation cites this paper.

Code Correctness Is Linearly Decodable from LLM Hidden States Before Generation Correctness Assessment of Code Generated by Large Language Models Using Internal Representations

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T11:28:59.629957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02c45bf8-93b4-4167-80da-6042db1a279f · inbound

When the Reward Suite Is Leaky: A Preregistered Causal Contrast of Natural Verifier False Positives in RLVR cites this paper.

When the Reward Suite Is Leaky: A Preregistered Causal Contrast of Natural Verifier False Positives in RLVR Correctness Assessment of Code Generated by Large Language Models Using Internal Representations

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-14T07:36:47.336670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.