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Paper Citation Record · LEDGER

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs

As of 10 August 2026, this Paper Citation Record lists 79 of 79 outbound references and 0 inbound Pith citation observations for arXiv:2607.12273.

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

pith.paper-citation-record.v1
2607.12273 v2

Coverage vector

measured 79 of 79 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T06:42:30.607552Z

measured 79 of 79 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

79 of 79 outbound references displayed

  • verified exact3
  • verified fuzzy0
  • unresolved76
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 34f334ef-2491-4224-b560-4fb42555c5a1 · outbound

This paper cites Website for This Work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Website for This Work

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:21.957584Z digest=sha256:2a03338260716b96c7b9a9a1faae2fac0ce1dc4224a641509747b6c85507a9b0

Observation 128bdf49-943d-41b2-a6b8-a86fddab0f0b · outbound

This paper cites CodeMirage: Hallucinations in Code Generated by Large Language Models.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs CodeMirage: Hallucinations in Code Generated by Large Language Models

Reference 2

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-02T06:42:22.050328Z digest=sha256:e2f91842b725bad7b2b4d94f7c87644c36aa97eb4ccc7c55455a283b08774e85

Observation 36c8501a-47ca-4421-a3a3-4dfd828b0ed3 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:22.159259Z digest=sha256:2e2ec7ac9b9e2f50aa4ea75c778de54e503266d6796a0b717b5b2297058ba065

Observation b5d118bf-1e88-4871-8721-2c13d3db6f11 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 4

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source=pdf_text observed=2026-08-02T06:42:22.272373Z digest=sha256:c4b3a3051d28b1cdb20ecfe93199f37e9d0e4441be5d5b50c7e64d0b97ce7bd0

Observation 637bc0ce-6820-47f4-bcb3-18828dad6829 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:22.384475Z digest=sha256:a08b0436f726d93716781f22910239143f6567769adb06234662d0a6cbbe2087

Observation 869807e3-f65c-41c5-a5e3-c4dcbfe48c59 · outbound

This paper cites 2024.Claude 3 Haiku Large Language Model.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs 2024.Claude 3 Haiku Large Language Model

Reference 6

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no resolver link, observed 2026-08-02T06:42:22.548706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:22.548706Z digest=sha256:3ebe7fbaf3a46db1bd88e459dfc1bdf453ee8ec62997cfa4491ab1954a6e6a58

Observation d084b3a4-e304-447c-8d74-0b40548d5c13 · outbound

This paper cites Program Synthesis with Large Language Models.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Program Synthesis with Large Language Models

Reference 7

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-02T06:42:22.662557Z digest=sha256:de39f78b1ec51c56289a262c5075fbde0ef8219aa439e5f1bda285ef1016be3b

Observation e7f77cfe-dae9-4b31-84fb-21a091f597a6 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 8

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:22.728705Z digest=sha256:88859c7ed2fca79dd0be7d8d32045fb5d230d4a15839fd17758307161b44d906

Observation 867cdfed-a9b3-4d7f-80f7-fcef47990a47 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 9

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source=pdf_text observed=2026-08-02T06:42:22.816294Z digest=sha256:fee5f4e4e58a3aa86a3060d5bafa8e630f20a68417a908925d1f5e07510d2dc0

Observation 74aefcf6-7ee4-47f7-b334-b622d3c7d02c · outbound

This paper cites 2017.Geometry of quantum states: an introduction to quantum entanglement.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs 2017.Geometry of quantum states: an introduction to quantum entanglement

Reference 10

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source=pdf_text observed=2026-08-02T06:42:22.896425Z digest=sha256:d3fe6a20023157dfc1a333056db920c828011902b937c472f711781e87a08822

Observation e94a43d7-b17d-42a6-9028-493189ab1837 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 11

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source=pdf_text observed=2026-08-02T06:42:23.016854Z digest=sha256:8b2adaa2ef71c7be32e6868ada8d986414381eff072657794321c502ee8283cc

Observation 26ab953b-2035-452a-b97c-e48e20b6e344 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Evaluating Large Language Models Trained on Code

Reference 12

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no resolver link, observed 2026-08-02T06:42:23.156291Z

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source=pdf_text observed=2026-08-02T06:42:23.156291Z digest=sha256:820c5505db3a91726910c383feaffe2d2b13cd38fb249b84e6b267c93f7ccb3b

Observation 517b3109-8e6d-40ca-9868-c78ba52dd4e9 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 13

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:23.264551Z digest=sha256:0cb335cf9988cd8ec79e91cf394ce89da6a2531d437a2ba25799289fea1820c2

Observation 85b641e1-1a02-4730-980a-1a4cd8d34e67 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 14

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:23.380413Z digest=sha256:3d07bbd8e1bfeb820ba0d4817961227aa06c3e73c0439434add998a1467e9b61

Observation cdf73798-b410-4740-80c7-abff5a273eb6 · outbound

This paper cites 2025.Gemini 2.5 Flash-Lite Large Language Model.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs 2025.Gemini 2.5 Flash-Lite Large Language Model

Reference 15

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source=pdf_text observed=2026-08-02T06:42:23.496169Z digest=sha256:253c184b1474e81f1380b7150e30f817c5326abe5ca5d6ca1064f0c78f2b0752

Observation 1c323d35-ba6c-4387-92b2-a38e43e0839c · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 16

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:23.604405Z digest=sha256:5770b0371de66d7b6388e01dd41dfca1691f44ee4fdb84c6c1cf608c696753ea

Observation 342263e9-18d2-4931-a920-11d20f26c425 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 17

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:23.664751Z digest=sha256:64d1406d359e0c0a51fd2676bf2bf1bc8a240308e5b622114c70b0afada3c4c8

Observation 6fee7b44-fb71-4e5b-b896-9a709b26fbe2 · outbound

This paper cites Deep Think with Confidence.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Deep Think with Confidence

Reference 18

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source=pdf_text observed=2026-08-02T06:42:23.769277Z digest=sha256:0fffaf66c4c85e77291b942d2121a4a84a7b1fbccfe1d3435e94fc0fb0c0aaae

Observation 3eeeb632-dc41-4a47-8872-9f04f0a1e770 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 19

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source=pdf_text observed=2026-08-02T06:42:23.914417Z digest=sha256:3df79340e73a7158751b70a05a59484664ec689a3e62383ec4f1ea49dbc1ecab

Observation be5241db-a9b0-4796-976e-4836ea3c7d13 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 20

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source=pdf_text observed=2026-08-02T06:42:23.960057Z digest=sha256:471adaad871e8d108481f1f4d4a4d0b0b77e63ffcdc081cd545521b34dea2ccc

Observation e5fcc985-29dc-482a-a024-f15245d2e009 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 21

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source=pdf_text observed=2026-08-02T06:42:24.060858Z digest=sha256:1009c3ea26a1c0f787c373fc81fee2bb96505aa9d447c4a7599ef248088aeb4d

Observation db5dd6c1-3746-432f-a91a-e6e26b144c98 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 22

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source=pdf_text observed=2026-08-02T06:42:24.118216Z digest=sha256:8fb798a463808553b80b382ecd33fef49abe8d60bc25ca4fe4cee67b03f4ab33

Observation d6c87324-6fcd-4f19-9ad4-e568e9ffe84f · outbound

This paper cites Weinberger.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Weinberger

Reference 23

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source=pdf_text observed=2026-08-02T06:42:24.231122Z digest=sha256:a87d364c42b852a883310704aac25c5cafd4d2506849593ae0ba764872cb22a0

Observation 759b0e56-41a6-47e3-b124-f6b2d04b813d · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 24

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source=pdf_text observed=2026-08-02T06:42:24.341474Z digest=sha256:a654933d556e4510258b054287b2ba6b5989d9aeca9495d43d5a224bc3348533

Observation f4e047c5-aebf-45e9-9c64-2fe084d0ded4 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 25

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source=pdf_text observed=2026-08-02T06:42:24.427837Z digest=sha256:052ab4e071d364fa9e497b2e64f2a38b9b174561e390326452034ab1c00acfea

Observation d12a216e-0926-4582-93b5-798ed886e5a4 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 26

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source=pdf_text observed=2026-08-02T06:42:24.593714Z digest=sha256:cf72260cda82127a079e73ea3f187ddfef9779f701d8a5e31f27a559bb2fc96c

Observation 3ab0eebc-329f-463b-9b50-cac3f9777b31 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 27

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source=pdf_text observed=2026-08-02T06:42:24.781431Z digest=sha256:cc44c629b013059ff2d08d93a4653287749c8db85a93aae60f057f4d63634f21

Observation 60897bc2-94cf-4b60-80dd-4f7fec4af838 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 28

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source=pdf_text observed=2026-08-02T06:42:24.915067Z digest=sha256:62bee6807124dfd12eedb937ed0558caacad2892b557c7a310cde2c31712ceb8

Observation 3b3a264b-5263-4d02-ac44-0689d290b7d8 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 29

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source=pdf_text observed=2026-08-02T06:42:25.060650Z digest=sha256:64c70f5a9c3a2b98102711796ca0b40ecb15b766e38036a65d7532372b768a42

Observation 593a87cc-7a95-4437-a6b3-8068489a165e · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 30

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source=pdf_text observed=2026-08-02T06:42:25.277875Z digest=sha256:87219fef90df31ecb86009f3278d0c2e8abc8b2df0e3c313d20b1f347b08460c

Observation 16dc4957-d908-487f-b2cd-7faa9da24840 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 31

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source=pdf_text observed=2026-08-02T06:42:25.414859Z digest=sha256:66aa6ebf2ea8283cb4eaaa77edc962340615e636961bcd9767da0632cad58a65

Observation eafc2abe-dd8f-48cd-9b57-e6e99db8971f · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 32

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source=pdf_text observed=2026-08-02T06:42:25.623336Z digest=sha256:951a7ae96078977818980b41c9cb14ef5cf5e51c4d544127d5bd814edf42a15b

Observation ddee3c26-bd50-46cb-8597-bd95a9a7aae1 · outbound

This paper cites Language Models (Mostly) Know What They Know.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Language Models (Mostly) Know What They Know

Reference 33

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source=pdf_text observed=2026-08-02T06:42:25.689329Z digest=sha256:451cef8a7d0e7ec9653edc2d4ff0249367ffa21a31d3fca8b51ea0afa09c5bd7

Observation 539d8503-2b98-4a4a-a834-7b4bc4382476 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 34

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source=pdf_text observed=2026-08-02T06:42:25.816161Z digest=sha256:26f09a3b440c71812cb1b4b67bb7de09f095be3d39f6874d47268fed663ee438

Observation e8725526-6bc3-4bbe-b73e-b6332cb1572e · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 35

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source=pdf_text observed=2026-08-02T06:42:25.873852Z digest=sha256:ca5f21efa25005bea33e4a87a1660eddb53c3a787d513a6f5b6487a48da19ea6

Observation 3357ccdf-a6a6-4709-aca1-b708ab62e7b4 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 36

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source=pdf_text observed=2026-08-02T06:42:26.026083Z digest=sha256:c9df506864beaa47fe6b8e0f7407589288a0eeb58c57399216611ff417f14cfb

Observation 3abe66a1-aff8-4d62-ab8e-a5055c2c47bd · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 37

Resolution
verified exact
doi, observed 2026-08-02T06:43:31.314097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-02T06:42:26.158442Z digest=sha256:aeba280aefd359267204d9e904f24d1a4f0d761bac51beb3fbb215edb718793f

Observation 90cb8e4a-8a9d-4a7b-b7fe-71c3ddc1f9c0 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 38

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source=pdf_text observed=2026-08-02T06:42:26.246843Z digest=sha256:52d21fdac1d3c992860c9f56b11ec48f2cb1526b0c2d77cd0d60bf49fc57321c

Observation 545d2e21-33f4-4468-bcae-888ad8c5c7bf · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 39

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-02T06:42:26.465676Z digest=sha256:814e567509c3eff05df64cedf593b480189e450e245a6e88223616b001dc8bf5

Observation b6ed83d0-a9da-4be9-89c6-e149576052de · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 40

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:26.642153Z digest=sha256:cb624bb0597db872caf4ef751549df7554122e965ab3d57fb7e881363f07af5c

Observation 22228756-714a-4092-815d-9b9a7d5e1c6f · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 41

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:26.823449Z digest=sha256:454ed65a70dcb3eb27075a291fa3d3e5e882ff2447dfdfdf268602b3b548302a

Observation 2797f074-c453-4914-a3aa-c86896dbbfa1 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 42

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no resolver link, observed 2026-08-02T06:42:26.918508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:26.918508Z digest=sha256:cbf490050f8ef4b30269ec13c29e7ca22522bbe70c5a1585dc55b6e11e7ab44d

Observation c5653b54-585e-4bbe-a7e6-cab88a9f9bc1 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 43

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no resolver link, observed 2026-08-02T06:42:27.032546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:27.032546Z digest=sha256:a7af2e6603e6964afe693d646321c76acd29be1ff5030c464da119ffc4908c2a

Observation 50c4b229-2424-469e-8726-e3f4b73fbf43 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-02T06:42:27.098331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:27.098331Z digest=sha256:19ebca3c5894b754ab467d2972625694c7e657d3bdfd418568d31029c45c1194

Observation 310cab2f-582e-46a5-8bb6-1a6423e5e635 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-02T06:42:27.229027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:27.229027Z digest=sha256:822426770ee4742282566499cdc41f35dae7f9e8d0313fba8d2aaaf03fbe61d7

Observation 36e764ae-d1f3-435c-a25b-8f8b54ad4cbf · outbound

This paper cites Uncertainty Estimation and Quantification for LLMs: A Simple Supervised Approach.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Uncertainty Estimation and Quantification for LLMs: A Simple Supervised Approach

Reference 46

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unresolved
no resolver link, observed 2026-08-02T06:42:27.284037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:27.284037Z digest=sha256:185a9ca05db6881fab55f6a8bd6c63d8a1b00d8b685c735e0ab21869c7e93477

Observation 3e7d0cea-eb86-4c11-84b8-60f95c764a66 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 47

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unresolved
no resolver link, observed 2026-08-02T06:42:27.339475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:27.339475Z digest=sha256:cd49f7469347a4c212e0b2f0de931a662334d03d277a258498b43897a1d678d9

Observation 867a541c-1c26-4c86-965e-93549f601159 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 48

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unresolved
no resolver link, observed 2026-08-02T06:42:27.396510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:27.396510Z digest=sha256:028508602428e7bc0bac8a9b56623d31e8f249d87add77515de263706f915023

Observation 9db91b1f-0ff1-4a5b-9936-84225ef47c85 · outbound

This paper cites Mielke, Arthur Szlam, Emily Dinan, and Y-Lan Boureau.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Mielke, Arthur Szlam, Emily Dinan, and Y-Lan Boureau

Reference 49

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unresolved
no resolver link, observed 2026-08-02T06:42:27.489281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:27.489281Z digest=sha256:6c5367a94bc911fb1e085543b2470cf7e165dbfe6e005c341da97f82d49b5977

Observation eb5521a8-6e02-4005-b565-deb2acd58e6e · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-02T06:42:27.528964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:27.528964Z digest=sha256:28899df9d39980f5eee83bb0b0d09c1238f588182b0beefb0dc1e60e1e9d06a3

Observation 0e15751d-c4e1-4cfd-9ba8-e3fde8c124dc · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 51

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unresolved
no resolver link, observed 2026-08-02T06:42:27.620492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:27.620492Z digest=sha256:ffe671ab3f747af20ef725107bfdc13b00cb00392b9a96cbd0bfc8abcab48d17

Observation e509571f-b83c-4e13-a162-9b1712a6dd11 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-02T06:42:27.755132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:27.755132Z digest=sha256:9a0f1d76e8abde3b3e43c99aa06ebd5d6e25b1e6fedf05bba021073ca4f9060f

Observation 4bc17a79-4b60-4aef-9da1-5ba1ed2fe2c1 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 53

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unresolved
no resolver link, observed 2026-08-02T06:42:27.874984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:27.874984Z digest=sha256:5b8927799cd02ed97c4a657e8da54e2fba306f90f3cf39fa8cf491f227028c7a

Observation b5d3e3ef-34d9-42f4-a97b-83dd31923553 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 54

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unresolved
no resolver link, observed 2026-08-02T06:42:27.919498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:27.919498Z digest=sha256:56a5d8a7f946ccd498f3ee3c3fff0f49e91b50f8b1105c2985bbb557e1750fe3

Observation 61a74534-87b6-4488-b05c-a8a3a626bc9e · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-02T06:42:27.975144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:27.975144Z digest=sha256:e1c2e39f0f13b89b9d5dc070c8b1e9244864ec6520adf30a28a712874b2196cc

Observation 447f9818-48b1-45cd-baf9-cfdd9349601f · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 56

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unresolved
no resolver link, observed 2026-08-02T06:42:28.040827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:28.040827Z digest=sha256:5200801696f771f63588dc4ea0f363d98dac92e4ca0de2f9d5b283138841a5a8

Observation 92f9b0f5-91fb-400a-bf98-854beaaf4fb8 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 57

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unresolved
no resolver link, observed 2026-08-02T06:42:28.201928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:28.201928Z digest=sha256:4c2363f8b1903cfb1435f05e0abce1a4bc4b2ac6cf6dd3140c8ceb85558ec273

Observation 570aca3e-7910-4878-a8f5-89bc37c0320a · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-02T06:42:28.358245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:28.358245Z digest=sha256:6a8b366501a6e6f76c9485ec2ac373951ffa1bc254d7c3edc0ffb3f89ee98cf2

Observation 2cad212a-284b-4269-97c9-aa7e0ee994ad · outbound

This paper cites Assessing Correctness in LLM-Based Code Generation via Uncertainty Estimation.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Assessing Correctness in LLM-Based Code Generation via Uncertainty Estimation

Reference 59

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unresolved
no resolver link, observed 2026-08-02T06:42:28.540251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:28.540251Z digest=sha256:2cedacd3bcd5401de90db94dc95390b98e960b9cc152d9595aeca9f64b7bb990

Observation 2805a7eb-0610-4f49-bd44-b74767049518 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 60

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unresolved
no resolver link, observed 2026-08-02T06:42:28.680716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:28.680716Z digest=sha256:5ad8c5a6fb5f29fb0b5043528139b2ab695262916ac83f9b630ca23e90ebeec8

Observation 1be81554-c52a-465b-bdfc-fc977d2d416d · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 61

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unresolved
no resolver link, observed 2026-08-02T06:42:28.860383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:28.860383Z digest=sha256:73c35fe94f5541a66bfd9a2752a5f4560017ec7b8d479ac86de3ea5692aaf063

Observation 3350b86f-2f25-458b-b7a9-bd37166c7dfd · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 62

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unresolved
no resolver link, observed 2026-08-02T06:42:29.073473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:29.073473Z digest=sha256:e966dbdca1bdc5eab78afdfefc06637fcc1eab5eff74594791abe904aea70b31

Observation 38e6b1ab-53eb-41b0-810e-b13c580b18bb · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 63

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unresolved
no resolver link, observed 2026-08-02T06:42:29.204588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:29.204588Z digest=sha256:90e419dd95a25039fe1dfea1cf284aea7df8dabd33f1fa5b539c08428a3bc95e

Observation d134d931-16d4-45df-9712-e15f6b7646f9 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 64

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unresolved
no resolver link, observed 2026-08-02T06:42:29.318223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:29.318223Z digest=sha256:f66fb061b25f41524ddfdca8d79f36b0354d22c90cdf1429087b0d2779426c00

Observation 3fde4601-c442-4af4-a8a5-fb563553992d · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 65

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unresolved
no resolver link, observed 2026-08-02T06:42:29.411529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:29.411529Z digest=sha256:d58f3218bddaf291a26c9fc88536210a282304de35ae08e7b840db427a756bad

Observation 024e1b94-503b-42b8-9014-09d371a20de9 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 66

Resolution
verified exact
doi, observed 2026-08-02T06:43:31.042120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-02T06:42:29.502446Z digest=sha256:ff8e711203e9bbef7c0e9724ce5e8711aa317d07716d5abdd882e29919c28058

Observation a057957b-a653-4b4c-83a2-08aa0505661e · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 67

Resolution
verified exact
doi, observed 2026-08-02T06:43:30.841727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-02T06:42:29.592982Z digest=sha256:e3ae9234523ac3f7e6c2b17886cbe72417a9f54735fe198bae268cc0374c8ac8

Observation eb04f59a-0bae-4266-a301-cab96e72e26c · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 68

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unresolved
no resolver link, observed 2026-08-02T06:42:29.660866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:29.660866Z digest=sha256:9a2205aeb9d8a892a23861cad437d530d0f5274136e2ddea882de258c87de0ac

Observation f81131bb-ff01-492c-9731-8e886588c451 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 69

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unresolved
no resolver link, observed 2026-08-02T06:42:29.722802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:29.722802Z digest=sha256:7c20d9b562ab9e8a89f9148d943c9a710b49ae7d29d17d51ae1eabff75167009

Observation 3243042e-23e9-4a62-8748-7cca65a3c97b · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 70

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unresolved
no resolver link, observed 2026-08-02T06:42:29.832290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:29.832290Z digest=sha256:9ebbbbcc00e142c2fc568bc944ccd98aab7829ed2dcb55d6423b1940007442f9

Observation 20595f80-a7c4-4c60-83a5-335a6937b07e · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 71

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unresolved
no resolver link, observed 2026-08-02T06:42:29.922480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:29.922480Z digest=sha256:024a81e6888883e7ddde6c823c3dce69bc6a927c37a81229d26d52d0a480cf25

Observation 8bce53b7-5607-4eec-befb-b2662a6801c3 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-02T06:42:30.009862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:30.009862Z digest=sha256:dd839593898cca8ed4a721cb077a901230278ab332bd839abbbb1c615bb09d59

Observation 876e70eb-115e-413e-ad8b-9268a3799c2d · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-02T06:42:30.095502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:30.095502Z digest=sha256:a185b9ba64270cf0309fa30bd9112f4e3bc9358b218262081ba8f78758e26d32

Observation f313b6ff-e756-4dc4-90bc-c4ce2a884d5b · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 74

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unresolved
no resolver link, observed 2026-08-02T06:42:30.191586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:30.191586Z digest=sha256:d7ad23b8570c19733109977089740a6a91c9a593b9397e8ec8e188228eac8a7e

Observation ad89fbdd-461a-47b2-b430-2f9a4250db18 · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-02T06:42:30.278612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:30.278612Z digest=sha256:76d64e7923e802d0dc1176e107a0c150b8362d1f3185026f21cf59434260a1ea

Observation 7a20a44e-3ff6-48c3-aa99-0a60bdc5f787 · outbound

This paper cites Learning to Reason without External Rewards.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Learning to Reason without External Rewards

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-02T06:42:30.349252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:30.349252Z digest=sha256:7cce65412e0cae2f502e47a410c8331713305ad7bdcf3abe5321582102d71378

Observation 73308698-c4db-4b4c-8ca3-c451384cd2e0 · outbound

This paper cites Blaschko.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Blaschko

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-02T06:42:30.467844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:30.467844Z digest=sha256:3a74c29e6cb6a1195602c6719636045685e0a77a7ccbdaf2899d9f167667f815

Observation 90c9a694-a405-4c8e-9c44-22464db8ea7b · outbound

This paper cites an unresolved cited work.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Unresolved cited work

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-02T06:42:30.548090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:30.548090Z digest=sha256:cba999aec8163736c6c2b08630b96ab2e9665cad52586aa87d47b7251931d035

Observation 4ecf2f59-3db7-426e-ad88-a17eac8441bb · outbound

This paper cites Uncertainty-Guided Chain-of-Thought for Code Generation with LLMs.

Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs Uncertainty-Guided Chain-of-Thought for Code Generation with LLMs

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-02T06:42:30.607552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:30.607552Z digest=sha256:a88fdd3170bdd45d14a114616174068d0246cf521438902264090c2132f02f5c

Pith citing papers

No inbound Pith citation observations are available.