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Paper Citation Record · LEDGER

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

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

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

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

Resolution
unresolved
no resolver link, observed 2026-08-02T06:42:21.957584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:21.957584Z digest=sha256:afc3b4f49e4995cb3fdd14a379d8b813f9b7feb2778b97c4ad27f8db23b2d7a2

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

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:22.050328Z digest=sha256:17177eb767542c5ba130118c03c9f9b1202c510aebc50fbe2868d91b5017347d

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

Resolution
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no resolver link, observed 2026-08-02T06:42:22.159259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:22.159259Z digest=sha256:683ee5f7c4aa0e2b5fd38a1b5ead1765c5a91084eed2e3c46f5b078d9c701566

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-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:22.272373Z digest=sha256:143859d43a35dff34796c1c2480c174299b69d1d0df313442a96e1dd41f7fb93

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

Resolution
unresolved
no resolver link, observed 2026-08-02T06:42:22.384475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:22.384475Z digest=sha256:fef3ad621f654859dd7c56c65b810452f4ff2b2583b97f7bdf21ee5a3770e057

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

Resolution
unresolved
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=sha256:7905a5c32d092345a63b480ac756f8e93c30f1f3858f53cee7491349c0fd0cf4

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

Resolution
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no resolver link, observed 2026-08-02T06:42:22.662557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:22.662557Z digest=sha256:8cf32fb23f6c02cbd97aeb4cd6a0bdc5585eb714747c7ba0bdb94e8e85c26b43

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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no resolver link, observed 2026-08-02T06:42:22.728705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:22.728705Z digest=sha256:ce7a72e8e9a4c53f38e81376400580fc8f6dd8de3655dc512a6726217a8ba3a2

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-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:22.816294Z digest=sha256:dcd5f2868782c956cbcfc4178b6d0e2c201bc4824a6393d5b5c36dbaa766e76c

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-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:22.896425Z digest=sha256:25cd6777b13f9c46c37b8da42843e7073e29470e89c1b15e6e5b095557006d4e

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

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:23.016854Z digest=sha256:fe5404db960ebe12f04d934613da8c0cc4c5b6df60615f72e705a752a23daac1

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:23.156291Z digest=sha256:db9e84fc62f8b4a1b2358c2e455ee3f485d34d19b6814ebb612b0424ff64aed2

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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no resolver link, observed 2026-08-02T06:42:23.264551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:23.264551Z digest=sha256:5e4b773539677cef66e2f733b560c3a541270b241679eca6c7d7ef0858bd1043

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

Resolution
unresolved
no resolver link, observed 2026-08-02T06:42:23.380413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:23.380413Z digest=sha256:8392ebb10644f3f28177305504d75da6a6e4bddcc2fc2f51f98a361c35267c71

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

Resolution
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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:23.496169Z digest=sha256:4c268ccfcd52d4c9d31786ac33c85053e4298dab4315eb2009a0a92ab4b0bf61

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:23.604405Z digest=sha256:cf7d4384596589738c80e1b1e09e728298fa05b1cb9d1bab516dc6aa9edd8801

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

Resolution
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no resolver link, observed 2026-08-02T06:42:23.664751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:23.664751Z digest=sha256:5f33cc9ef355faa2b92c91d79b727dd90f017f3a7b4678b2a12bd3a08271ec30

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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no resolver link, observed 2026-08-02T06:42:23.769277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:23.769277Z digest=sha256:e5ed6514fe5833386782c883530fcaad72d7edd2eba96d088636c3b02531d4e9

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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no resolver link, observed 2026-08-02T06:42:23.914417Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:23.914417Z digest=sha256:77c3ac84b4031e4525902e7c6d3c9b5025596fdc9f4e386d1852cdab33c99a53

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:23.960057Z digest=sha256:cf7dde52f5f272b4679cd53dc06f2a842a3a8614bfade2e86b89392008cdeb32

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:24.060858Z digest=sha256:1c8ac7debacab3250604fa2973f24976c477a83dee316cf850c4fabf3f74e48a

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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no resolver link, observed 2026-08-02T06:42:24.118216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:24.118216Z digest=sha256:68ae045d3ed30029966753d2124e0dd4b95015900579395e51bda76b4e659730

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:24.231122Z digest=sha256:067335b578034b0cc3aff7bad28c8a8594bc6efa3a04b975227283748126a28b

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:24.341474Z digest=sha256:7c6529cedfb2a5c7c67ca230153f68f3be8959f639f6ccc99a5f37b50eb10399

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:24.427837Z digest=sha256:9d2f1b746ebec2bad2483ef2c53a32b34b43dee18efbc60e1181f208baa3090b

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

Resolution
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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:24.593714Z digest=sha256:b4c904995c17ce56069ec60ddd22b90558bcdfd6f0b1196ca927f2fe423dc219

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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no resolver link, observed 2026-08-02T06:42:24.781431Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:24.781431Z digest=sha256:c0a343b4d01bdf4ff2ac64f7f9ce931ef05b9842a8e51ae740f8057863de6309

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:24.915067Z digest=sha256:2a2e0570edc7a1b279e25149b86d434baec3672ec5ea2186d21868c869afd29a

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:25.060650Z digest=sha256:ddfab151a38d8d4cd2a348201f29f5249641bb5673c23566353957716d4aa592

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-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:25.277875Z digest=sha256:89f6945eccd8ae62e9d5d2219acd9da42f75651ce67727cecbdf2f615699a503

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-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:25.414859Z digest=sha256:9ea776caf74c433fa6d05ce83c5d1a920f932aa0996431bdb62efefdfbc8b0ab

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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no resolver link, observed 2026-08-02T06:42:25.623336Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:25.623336Z digest=sha256:1c8a738ab20a2154b20cb24a236a249089e137dd54ff656691dc85b3b6b513f6

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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no resolver link, observed 2026-08-02T06:42:25.689329Z

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source=pdf_text observed=2026-08-02T06:42:25.689329Z digest=sha256:69d3a7843179523277bab12e22a4c5472bfc0316ff0a5391705152da5a38c45b

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-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:25.816161Z digest=sha256:0025bb10909d76e2410d2f9d67871e99314f59e3c7862be766d6691814ec44bf

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-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:25.873852Z digest=sha256:f8f5a96a3c0aaa16d6e4c40037f4a3ddf9cf733e89b26c967c90cd2e5388ecb6

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

Resolution
unresolved
no resolver link, observed 2026-08-02T06:42:26.026083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:26.026083Z digest=sha256:b37adc788a1c65663ce810a141bbb4f4fbb35a6dee4bd4f8878fb6e4811d8dd7

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

source=pdf_text observed=2026-08-02T06:42:26.158442Z digest=sha256:cf914e6b26d93c074cb3edaeb05f04a9d7d5c4dd3e796402b909189cef337852

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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no resolver link, observed 2026-08-02T06:42:26.246843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:26.246843Z digest=sha256:47d856395e192bf4f096505c92537074f177241446b6a2ad95b18f61b84d3e21

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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no resolver link, observed 2026-08-02T06:42:26.465676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:26.465676Z digest=sha256:9fec970f3e8f933d630dcdcd202fa0b714c9ebbf0ec62be5663230a32c0544d3

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=sha256:7c742d773904c6a3b8f138246ae2fa86b152c6d0b54f8ecf3193aaa709054306

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=sha256:702a609412c35eb65ff10d3cfb2e0e5056d39d41bab05ae5da56f796496fabaf

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:df8fd76cbf768608e1fbcccae8a0292528e16ceedd3c8b1e116ac7a676a9f2dc

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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unresolved
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=sha256:1d408198dccb1bce1445f4ed423784074e3541a55ddd8f93c310ec9db02e2fa7

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:f5a30753f7c444008c7d6ca0477e440dc2e3c1d2e629263b0a7e34a19315e462

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:cf346749ee97d8cc3245f40918dc27a2fc934ba0840882a1fa1d2bbe9bf01470

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:c31adbb462605c33c565e8bbc1f529378fc449408a5a41a1da1a80a68bd82882

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:ec4e9915d774125af7d0d206baca8cd162d282c638fffa74fadaa6d8a327def4

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:d0da8f0ac678ad4551a3bc42845f34e5d0282e546562021ab0b1f70b4e04d140

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:fb1426823d252b4772a436bd066cb3bfc53fd5288548dcf9012ea21088a036d3

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:c592f4c8c2c1d987829606bd0a675bc198d7f1a2a5e9272ee81400189ea34b0e

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=sha256:9f93b973cd4e940f9cf5e332da229ac5a694052fff0c99b2a4f86bccf1cc4fb7

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=sha256:6d5da4f23ee9ebb88367ca415c2dc5d387c9b9eeaa4299b073282e5ec2cabc2b

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:b6bb43422d65d98b175af413ea821674e19ef76d8ac644fcf250e8582b33ee90

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=sha256:30223f9d2643143b03bfc0c9fe2186a74c6a536f9cbd1411acc6172bbe27397c

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

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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=sha256:9427b530bf30648a2f3ac2d5c2cc3559fe3a6da8f0954cc1cae86e95434648c0

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=sha256:671d6d253c629a09dc9e89e2b9a8e1a14c188e55e9e34cd5f5c08df96d7b8d97

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

Resolution
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=sha256:9667a90ad7010de84c3030114d2a2fd1f5d75643b60e182fee8e89b026577fa1

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=sha256:1672318e2c70b045056b0b96200cfa447eeb042faa1078287c9646d65ef95b5d

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:c7dd2786bf1d62705983b7e1ad7fa01c2e7e5fc9725c9c6a1fd04c306de8a624

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

Resolution
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=sha256:39b21cd3a936a70c50aab5fdc2f7e66913988fd915960702cf13ac15764a4969

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

Resolution
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:f2c594d8a80e4c88350bfb725d5ed87845dc22f3603b1bf9be457d25d51259d4

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

Resolution
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=sha256:8adebad7731b810ec8478a1cb8459d401adc11cb43365c8a06ce3f5940646cc0

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:ab7e188057b9e987e63d097c311d56db08f2a35070460e6b30498b0b19646026

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=sha256:391bc30d3a0981d35c57b0cf9ee06921f4c8480497758524a417c659eac9a2f5

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=sha256:47016141ae01f6bc3fb395d6b39afb197a6c6cdb099f74f2dc8d97a61a154027

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

source=pdf_text observed=2026-08-02T06:42:29.502446Z digest=sha256:bf18fbb1523546dd967f16bea86e0f76844a1d5161b97ce03d4241e89dec9022

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

source=pdf_text observed=2026-08-02T06:42:29.592982Z digest=sha256:76098b624440f33aed9e02b44d80b570ca5527329f6389b2857ccebb52a92a90

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

Resolution
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=sha256:5c43cbfa774872ab439e5621b132391384e8699cb96aaa63206ab9abff5e7f49

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

Resolution
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=sha256:3435506c157788ef10853ec3387a48d16fca0e99a816b5b489d03794eb948dfd

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

Resolution
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:f15b4b96b228e80b7ea67b7c874dd3ffca563397e5d3c7b5d8c8953b06b0bcc0

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

Resolution
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:d591eb8c2f703679ad62937303bfe8c1004085d61f5fa94b761d92d2f5ca3bc7

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:c47bd1141bb0cf23e68ba1fb1a832b8a09f36ea8b03746556e8aa038378d8941

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=sha256:6fc65077364044a66dfdfc810540bd0462ab8bd0574ac3250c8dda1ed3cbc4d3

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

Resolution
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=sha256:3acd65d7addb098c95f8a7c444ba05c95601ffd3591644b31a6baf692d509ca2

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=sha256:355f97ddb56df160af06a43776fa4bbde9d07e240fa8c00087281391622036a0

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=sha256:97f1b2cc2dffd0e26c2f2cebd2c2341efbfb028770d3fe8f2780ee97e8295a18

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:f8b9db9e60f9337f56158ae65a37fdc3c72cc1f6f089b39745bdbfe4b83cc1b2

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=sha256:974ec95cf6b7b5066e00e176c80668f7d3321775ce885ed5578f3495b605187f

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=sha256:8901245ef6e5d9e807e4ccc3146fcb649a64655768b8773ad78ea1db6e89aec9

Pith citing papers

No inbound Pith citation observations are available.