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Paper Citation Record · LEDGER

Generating Energy-Efficient Code via Large-Language Models -- Where are we now?

As of 21 August 2026, this Paper Citation Record lists 88 of 88 outbound references and 4 inbound Pith citation observations for arXiv:2509.10099.

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

pith.paper-citation-record.v1
2509.10099 v1

Coverage vector

measured 88 of 88 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:00:18.201366Z

measured 92 of 92 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T04:15:19.893237Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T18:50:16.498926Z

Reference resolution

88 of 88 outbound references displayed

  • verified exact7
  • verified fuzzy3
  • unresolved72
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a440b45f-ff8c-49f3-893b-a8b13d177795 · outbound

This paper cites Introducing ChatGPT.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Introducing ChatGPT

Reference 1

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no resolver link, observed 2026-08-15T16:00:17.926559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:00:17.926559Z digest=sha256:13121ed1c4b08e89ba99f9e5659f83630026732557a7e874d6831bbfa5f4908c

Observation 5ce1fab3-dc99-40dc-be1a-bd972b8d5b9b · outbound

This paper cites uukuguy/speechless-codellama-34b-v2.0 · Hugging Face.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? uukuguy/speechless-codellama-34b-v2.0 · Hugging Face

Reference 2

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no resolver link, observed 2026-08-15T16:00:17.929646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:00:17.929646Z digest=sha256:5f9719f233444facc3b6160e37eb03bc8ad8fe77d7f2ffa1215ae48cac3fb2f5

Observation 060eb954-b70a-4dd5-a372-0c809fca5d40 · outbound

This paper cites AI| 2024 Stack Overflow Developer Survey.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? AI| 2024 Stack Overflow Developer Survey

Reference 3

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no resolver link, observed 2026-08-15T16:00:17.932549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:00:17.932549Z digest=sha256:fe551860403d93710c71b2ed1beccbe88edd7abf4fb72112ccb233d68b925151

Observation 68c16083-2b9d-4b48-b610-731c8f02ebc4 · outbound

This paper cites budecosystem/code-millenials-34b· Hugging Face.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? budecosystem/code-millenials-34b· Hugging Face

Reference 4

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no resolver link, observed 2026-08-15T16:00:17.935552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:00:17.935552Z digest=sha256:55c40db14410b78759b93a91d12fa89e057153d4937a627ba4aea94dc257f7f9

Observation e8dc4bb5-5832-4558-8fa0-977e4fddcff8 · outbound

This paper cites High Voltage Power Monitor.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? High Voltage Power Monitor

Reference 5

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no resolver link, observed 2026-08-15T16:00:17.938601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:00:17.938601Z digest=sha256:582c63134627fbd15be23dca2c27a2f0c7c5380905567aaacc498a54e6074195

Observation 45de434d-cee0-427b-8564-0ea7e50580d2 · outbound

This paper cites Time Complexity - Python Wiki.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Time Complexity - Python Wiki

Reference 6

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no resolver link, observed 2026-08-15T16:00:17.941620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:00:17.941620Z digest=sha256:6565aa420a0e4d5d8c66b3b0a8989969be15740a76e5a2142f6f12d426e8d700

Observation 3ff6e792-6767-4f1c-ac44-f1287e388c88 · outbound

This paper cites Reproducibility, energy efficiency and performance of pseudorandom number generators in machine learning: a comparative study of python, numpy, tensorflow, and pytorch implementations.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Reproducibility, energy efficiency and performance of pseudorandom number generators in machine learning: a comparative study of python, numpy, tensorflow, and pytorch implementations

Reference 7

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no resolver link, observed 2026-08-15T16:00:17.944814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:00:17.944814Z digest=sha256:829ac3d849f23b78498bf3718528629e166bf0f23947613cded1778ce942d988

Observation 67465110-5db6-403c-be65-3e2118e0141a · outbound

This paper cites Reproducibility, energy efficiency and performance of pseudorandom number generators in machine learning: a comparative study of python, numpy, tensorflow, and pytorch implementations.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Reproducibility, energy efficiency and performance of pseudorandom number generators in machine learning: a comparative study of python, numpy, tensorflow, and pytorch implementations

Reference 8

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no resolver link, observed 2026-08-15T16:00:17.948477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:00:17.948477Z digest=sha256:4c1b9a30a487bf909a3dca38ec0d9cd3116e62d087069926b2a8b2d1e70e7246

Observation eb466ddf-fc86-4564-9726-a524613c97ed · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 9

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verified exact
doi, observed 2026-08-15T16:00:18.412241Z

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.

source=pdf_text observed=2026-08-15T16:00:17.951584Z digest=sha256:a5b7590a2e24026f6d0905e58e370b43a7ce5df11429578256b937fbb0e926d6

Observation 07d3ad60-890c-4cd3-841a-9c0a2322624e · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 10

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source=pdf_text observed=2026-08-15T16:00:17.955275Z digest=sha256:7181e5c590560c5eca9f668b83e8f9167f5e899db1f42830aaf32243296ab434

Observation f4a55fa3-b317-4bee-9713-a4f2585e1207 · outbound

This paper cites LLMs for Generation of Architectural Components: An Exploratory Empirical Study in the Serverless World.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? LLMs for Generation of Architectural Components: An Exploratory Empirical Study in the Serverless World

Reference 11

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source=pdf_text observed=2026-08-15T16:00:17.958482Z digest=sha256:bc9b3f61407a3b25595cf39482bbbe10d09ec29025140b5a55a3d212b06d0d92

Observation ed674d13-6113-4bc3-8c77-10c83c1b38db · outbound

This paper cites James, and Nadia Polikarpova.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? James, and Nadia Polikarpova

Reference 12

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source=pdf_text observed=2026-08-15T16:00:17.961571Z digest=sha256:a8510fe55296aa30a461e5ec6db645e935699221a5e6eca00e2309af8f32d8ac

Observation 834b76d8-695b-43a6-ab64-55566c596038 · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 13

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:00:17.964861Z digest=sha256:60e92437fe1a5d014dd4ff4f041f0797a4ffa1e730cdc2e493aecf795454b2cd

Observation 32e757e8-be22-42cf-82b1-b4836f1c9f36 · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 14

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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.

source=pdf_text observed=2026-08-15T16:00:17.967732Z digest=sha256:a3cec5936babd26f5278de4102466ae999ccc2fefbf5560b501303ad4a57e9ed

Observation 76466576-8498-4fe5-b0fa-8f1891c3ba18 · outbound

This paper cites Generating Energy-efficient code with LLMs.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Generating Energy-efficient code with LLMs

Reference 15

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source=pdf_text observed=2026-08-15T16:00:17.970635Z digest=sha256:dc22abd3eca13f1f05990851333a406fa5aff8f639ded65a732830679006dcbe

Observation 38333653-139b-4e73-8537-6660aa241a2c · outbound

This paper cites Estimating the Energy Footprint of Software Systems: a Primer.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Estimating the Energy Footprint of Software Systems: a Primer

Reference 16

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source=pdf_text observed=2026-08-15T16:00:17.973814Z digest=sha256:05918fdabc796a28aa9d3489d70f34fe6cf78ed2cb1cc696b208ec00ecceb14c

Observation 65547ceb-4a90-4c50-9886-63914f24105f · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 17

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source=pdf_text observed=2026-08-15T16:00:17.977044Z digest=sha256:1ccefe887e10ceb0e1bccc75574f8be5e8871296ee54b8774a25e9554e10ece9

Observation 8bdfd6e1-3bf0-46a1-918e-b4fbf76dbb0c · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 18

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source=pdf_text observed=2026-08-15T16:00:17.980020Z digest=sha256:0811aa4f5522104cc0930c006a54abe90b267caac3151b40a618b523ff9660d5

Observation 2c22a344-a9ef-451d-b82f-44ce30508ff9 · outbound

This paper cites Cranmer, Benjamin R.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Cranmer, Benjamin R

Reference 19

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source=pdf_text observed=2026-08-15T16:00:17.983398Z digest=sha256:8a76d947595d4457a0b5f9e452515909383b2034254e3f29352353f8eb4054fb

Observation ef7b3b51-c43f-479e-b318-0135e4d58d95 · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 20

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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.

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Observation 22d62eeb-ea06-4541-b609-d350a4308ef1 · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 21

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

source=pdf_text observed=2026-08-15T16:00:17.989426Z digest=sha256:a114fe6138c854c08706fada6170c95b74193c0cf05b7300b2a8408f4d93982d

Observation 6e07ec43-68b0-4355-932a-f4f971feaf79 · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 22

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

source=pdf_text observed=2026-08-15T16:00:17.992275Z digest=sha256:547b02ed82b6ae09a48d8e26b9a6d1400a8bd6068073fb5af8abc1bd64828ebc

Observation 57f16a23-2674-400a-be94-150ac085ba2b · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 23

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

source=pdf_text observed=2026-08-15T16:00:17.997957Z digest=sha256:2949f3fbe694a9596b4a74330e885e637b75d41edaf6dbee89b59388e6b6f068

Observation b73761b4-ee7c-44a3-834c-4cff804584eb · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 25

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source=pdf_text observed=2026-08-15T16:00:18.003604Z digest=sha256:5172608ad8abc85099fa26059153442c7b727ca8d8d5c95da62b22bb991e30fd

Observation 751bbd91-e9d4-4f1c-b376-748356d7bef6 · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 26

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

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Observation 4e56950b-6307-4f19-af06-340a39be5ee7 · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 27

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Observation 92ec1f6a-e529-4b4b-b29c-0b2ee61ceeb5 · outbound

This paper cites Holm, André R.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Holm, André R

Reference 28

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doi, observed 2026-08-15T16:00:18.289951Z

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Observation 224cf1a6-b306-4095-89b0-98244c12de53 · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 29

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source=pdf_text observed=2026-08-15T16:00:18.016511Z digest=sha256:0efc1ce3b426de0ace7863cc1ccae7eb4605bf26d9b7a06682ce1defd974b903

Observation 4629e182-36e4-4570-9a00-807ca98b7096 · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 30

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doi, observed 2026-08-15T16:00:18.281044Z

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

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Observation 168a0b54-6669-4adb-bdea-d8475c2bceb1 · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 31

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source=pdf_text observed=2026-08-15T16:00:18.023180Z digest=sha256:76eb4e544a4c2d544ef41b7a2fa735f2a3624be5e0e8a23dcedf680d74ae3852

Observation d481b51b-1a30-4b12-80c3-4011b0b2a268 · outbound

This paper cites EffiBench: Benchmarking the Efficiency of Automatically Generated Code.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? EffiBench: Benchmarking the Efficiency of Automatically Generated Code

Reference 32

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source=pdf_text observed=2026-08-15T16:00:18.026363Z digest=sha256:cff19ee3c0b4bbc6bf89faa6321b9ec612ee7ba2b40c65f625c7872ea317ef45

Observation 87136836-a2f6-4122-8bc8-59ffd98f7852 · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 33

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raw_fallback, observed 2026-08-15T16:00:19.610591Z

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

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Observation 809e29a7-1f0a-41d0-99a0-4a1afae4b2f4 · outbound

This paper cites Potentials of Green Coding -- Findings and Recommendations for Industry, Education and Science -- Extended Paper.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Potentials of Green Coding -- Findings and Recommendations for Industry, Education and Science -- Extended Paper

Reference 34

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local_arxiv, observed 2026-08-15T16:00:19.163006Z

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Observation bdc6a073-4245-48cb-a635-8cf4546250c3 · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 35

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

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Observation b5b1e210-3126-4112-867e-7f603103ebda · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 36

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raw_fallback, observed 2026-08-15T16:00:19.592549Z

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

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Observation e767b41b-4c9b-4455-8d5a-71f0da803022 · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 37

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

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Observation 4c29fc3d-ef5c-40ae-a633-4d158963ece3 · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 38

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raw_fallback, observed 2026-08-15T16:00:19.573387Z

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

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Observation 9a41836e-0223-4264-8aba-ecb4e287629b · outbound

This paper cites Liang, Chenyang Yang, and Brad A.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Liang, Chenyang Yang, and Brad A

Reference 39

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source=pdf_text observed=2026-08-15T16:00:18.051285Z digest=sha256:b9552b388f86741dd0a798b61a830aff345aced6e6bf9f0a04d3714e2fc6fe26

Observation d394a056-30bc-4688-97e0-d6567ada6716 · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 40

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source=pdf_text observed=2026-08-15T16:00:18.054252Z digest=sha256:54d17233606e78e9e1e0ee2a5570ab1c0c480c4ae9f63764680b38024e7c9462

Observation ae85b123-a85c-4352-bad8-4215ec48ae38 · outbound

This paper cites WizardCoder: Empowering Code Large Language Models with Evol-Instruct.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? WizardCoder: Empowering Code Large Language Models with Evol-Instruct

Reference 41

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source=pdf_text observed=2026-08-15T16:00:18.060949Z digest=sha256:047515ca6b586020d5d7c42ff594f075224d6aa0f58998d295aa0061d13d02ce

Observation c40093a4-6bec-47dc-b6a5-7eac88c53f1d · outbound

This paper cites 2024.Ten Years of Teach- ing Empirical Software Engineering in the Context of Energy-Efficient Software.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? 2024.Ten Years of Teach- ing Empirical Software Engineering in the Context of Energy-Efficient Software

Reference 42

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doi, observed 2026-08-15T16:00:18.266770Z

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Observation 59efd912-83a5-4d33-a687-db5c9dd47a3c · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 43

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

source=pdf_text observed=2026-08-15T16:00:18.067817Z digest=sha256:6f4a7b4bd83f99a7332c85e8a673345f670bf16bfdd98166ffd1d4bc2543adc1

Observation 07cf6b80-a827-4946-8324-552bca8362b9 · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 44

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T16:00:18.070912Z digest=sha256:08bb0c23a2fbffb909a3bfbfbf772b9aeb313b25909040f98d0c9b1252d0aa86

Observation 63c7768e-3eda-4e33-bd68-0680dc9aff20 · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 45

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

source=pdf_text observed=2026-08-15T16:00:18.073329Z digest=sha256:75912a04968bc48c24cfc97048794624e083f24d2cd82b043608f1593f13cf7c

Observation 8ab70ce4-2983-4f2b-87fb-8abeeaf7c499 · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 46

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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.

source=pdf_text observed=2026-08-15T16:00:18.075881Z digest=sha256:256ccfc2fa5f007d3a0538bbe215db82895617957b5ff8e578a7463675f10dd6

Observation dd27d456-7d0d-4a5e-a750-9e7698982a5f · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 47

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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.

source=pdf_text observed=2026-08-15T16:00:18.078454Z digest=sha256:f1ae76284adcc46c5f1e1ac6788fbc03887757bced75a5ef12a93abb79d66630

Observation c3b4bcc4-ea42-4932-bed8-202b7f2eaf24 · outbound

This paper cites GPT-4 Technical Report.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? GPT-4 Technical Report

Reference 48

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source=pdf_text observed=2026-08-15T16:00:18.081243Z digest=sha256:b81a0e7160f2c43ae7abdbe93dff82efd8b7a4cc9658e67a59cd170b685e8154

Observation 10e019a3-651b-4326-996a-dde43168f4c1 · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 49

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metadata mismatch
raw_fallback, observed 2026-08-15T16:00:19.045281Z

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.

source=pdf_text observed=2026-08-15T16:00:18.084115Z digest=sha256:2c9f9cd112c0e6ef415462d692d59143f617366b3c4494a462b4d78e97e1cc35

Observation b6338c10-f5ec-4358-a7b5-43af8bd77a8a · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 50

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T16:00:18.087006Z digest=sha256:96dc9b0bddf9c16431408be2fdc5130eb728a6928b261a92ad7aec57acf7c244

Observation db3d6fc1-9314-4a22-80be-7800793d8bb1 · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 52

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unresolved
raw_fallback, observed 2026-08-15T16:00:19.515113Z

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.

source=pdf_text observed=2026-08-15T16:00:18.096986Z digest=sha256:25fd82e4d41cb302b8781b05eb408b317c72e7802e9313609aced2d72c9cc6f1

Observation df32456e-51b8-4b95-9c9d-2b0eccc561f5 · outbound

This paper cites Unveiling the Energy Vampires: A Methodology for Debugging Software Energy Consumption.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unveiling the Energy Vampires: A Methodology for Debugging Software Energy Consumption

Reference 53

Resolution
verified exact
local_arxiv, observed 2026-08-15T16:00:18.913856Z

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.

source=pdf_text observed=2026-08-15T16:00:18.103233Z digest=sha256:835e69643f4b83c9b8c930b2cb36751e1bb9c6c0503c3fcc30acab7b0dfc6211

Observation 568abec9-24ff-4ce4-aced-948d75a9a9ad · outbound

This paper cites Ross, Fernando Martinez, Stephanie Houde, Michael Muller, and Justin D.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Ross, Fernando Martinez, Stephanie Houde, Michael Muller, and Justin D

Reference 54

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source=pdf_text observed=2026-08-15T16:00:18.106687Z digest=sha256:c7b884330a308e8a129a61ae20cfe6dcc68484a390680cd19861e49bb8e6ac34

Observation 0338fb72-f304-4fd0-b6a5-50a74b04c695 · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 55

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unresolved
raw_fallback, observed 2026-08-15T16:00:19.506276Z

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.

source=pdf_text observed=2026-08-15T16:00:18.093887Z digest=sha256:325df70e512b64ad55f0544da10ccbc9cf627de2e3e3e3c0ce7aaa6443eede09

Observation 2f43d9b8-c464-465b-b083-82e6703de0b8 · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 56

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unresolved
raw_fallback, observed 2026-08-15T16:00:19.497455Z

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.

source=pdf_text observed=2026-08-15T16:00:18.113319Z digest=sha256:8d4c692d9739e20a9223bf6e2360db609442e9a902dc29342a1f053b26fee1e4

Observation 542a60d9-8678-46cb-8919-80127384b2bb · outbound

This paper cites doi:10.33166/AETiC.2023.03.005 Number: 3 Publisher: International Association for Educators and Researchers (IAER).

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? doi:10.33166/AETiC.2023.03.005 Number: 3 Publisher: International Association for Educators and Researchers (IAER)

Reference 57

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verified exact
doi, observed 2026-08-15T16:00:18.257036Z

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

source=pdf_text observed=2026-08-15T16:00:18.100053Z digest=sha256:86fec961008afade83e60780255a073eec67289c638d5d16907d74e9874f85e9

Observation f9034ad7-1da9-4242-a86b-7b9c2bde7f42 · outbound

This paper cites Sehrish, J.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Sehrish, J

Reference 58

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metadata mismatch
raw_fallback, observed 2026-08-15T16:00:18.839581Z

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.

source=pdf_text observed=2026-08-15T16:00:18.119748Z digest=sha256:0b29a8345b1e51b30d11ca99a002d060124e0b22084e9ea3d1cd1696a76c7de9

Observation b20e612a-1f5c-413b-87d0-3117e991d364 · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 59

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T16:00:18.122876Z digest=sha256:95d1a78ac46d7a8a72a6286a6cfe790ab666d2013cee1d11e5100f22bdc12769

Observation 67eb0a2a-c08c-408c-a455-1701cf717fb4 · outbound

This paper cites EnergiBridge: Empowering Software Sustainability through Cross-Platform Energy Measurement.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? EnergiBridge: Empowering Software Sustainability through Cross-Platform Energy Measurement

Reference 60

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source=pdf_text observed=2026-08-15T16:00:18.110119Z digest=sha256:45107fe6c4e220e667a4b47ae88836b0400001e85c093334810c2ca9c51cbac4

Observation 3b885bb8-bf96-4832-b7fe-2c7c504ed104 · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 61

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

source=pdf_text observed=2026-08-15T16:00:18.128961Z digest=sha256:519082212a83644aa59c56b294ba5f6b9e7d76c5d95aaf23d0ee2bd7a183ae4a

Observation ff4c99ce-990a-485b-a855-e6f46b96faa5 · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 62

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

source=pdf_text observed=2026-08-15T16:00:18.116458Z digest=sha256:e2dafa1e2cb3d3c453c00eb297c564ba7bf9ce1ee2bc664db42172584d12b24c

Observation 82122659-21fe-4f94-aeb7-f8f37b269d83 · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 63

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T16:00:18.138371Z digest=sha256:04fdc291a6f1ec8801f9a39bb5a04b0e647a9369c9177ead022e67ac2598e476

Observation 9103b5ce-7714-43e9-a256-19aecf801239 · outbound

This paper cites 2009.Card sorting: Designing usable categories.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? 2009.Card sorting: Designing usable categories

Reference 64

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source=pdf_text observed=2026-08-15T16:00:18.141306Z digest=sha256:4b5e8ef140cfbd6f3c239968d339982405fbf839464368eaad26dbb728e0c7b5

Observation e23873bf-3539-4ff3-a491-a1e74a98b5fc · outbound

This paper cites 2007.Guide to advanced empirical software engineering.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? 2007.Guide to advanced empirical software engineering

Reference 65

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verified fuzzy
raw_fallback, observed 2026-08-15T16:00:19.475338Z

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

source=pdf_text observed=2026-08-15T16:00:18.125873Z digest=sha256:6819774d77bb98f29a27309e431fef89fa5ad0d0d11caf2a0e772bd6d2f30969

Observation b4cf7634-e56a-4a7f-b7fb-540c541514d2 · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 66

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source=pdf_text observed=2026-08-15T16:00:18.147571Z digest=sha256:696c12cac2335663403b929e918f33dd0a4098b52abf4d52d6579413bf134ffc

Observation ad317c95-ed48-4249-b418-a6471ddbcb93 · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 67

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source=pdf_text observed=2026-08-15T16:00:18.132440Z digest=sha256:c55b23c5b44b97992d4832a42eeccb8cc2f89c5119c7410947f74581faed2c92

Observation afcddfcc-ccc4-4699-90c8-e7486aff6619 · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 68

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raw_fallback, observed 2026-08-15T16:00:19.457561Z

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.

source=pdf_text observed=2026-08-15T16:00:18.135420Z digest=sha256:629e96b114b810218e1090bc27ad29aceb03729dba1a77f3dfab3783f82d2c3e

Observation c19ef000-d80d-4af1-9d7d-ddcaef137414 · outbound

This paper cites Tuttle, Dayuan Chen, Amina Nasrin, Noe Soto, and Ziliang Zong.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Tuttle, Dayuan Chen, Amina Nasrin, Noe Soto, and Ziliang Zong

Reference 69

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malformed identifier
no resolver link, observed 2026-08-15T16:00:18.156883Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T16:00:18.156883Z digest=sha256:f41baf8fbb3f96cea923dcc5a742d974585a2524dadbc18ea1a87839943db838

Observation bdf8c3ac-c215-441b-9505-b7192c72a49f · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 70

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no resolver link, observed 2026-08-15T16:00:18.160087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:00:18.160087Z digest=sha256:9d28f054c77e5afcce046025d84e60a5fa7270ed79eb8af8347ed0cf0f778d65

Observation 079d1a12-990b-49b9-a793-8f882d56f728 · outbound

This paper cites 2013.Python in practice: create better programs using concur- rency, libraries, and patterns.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? 2013.Python in practice: create better programs using concur- rency, libraries, and patterns

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:00:19.435119Z

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.

source=pdf_text observed=2026-08-15T16:00:18.144492Z digest=sha256:79da4c68e7fb6c5fb449bd438ab3743db4a9d4a59353c68d24143f61ce22ccdd

Observation df592267-3a61-4eab-86d2-b8a4b2b20261 · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 72

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no resolver link, observed 2026-08-15T16:00:18.166098Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:00:18.166098Z digest=sha256:92f2006ff936cb46f68f309d74dc0943b1979173f3b328fd72a48cf87922d214

Observation c03969a3-c725-4daa-b922-d7172c9058ce · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 73

Resolution
verified exact
doi, observed 2026-08-15T16:00:18.238501Z

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.

source=pdf_text observed=2026-08-15T16:00:18.150666Z digest=sha256:b3f7e14d5b1003139e070f7f41ce9a0350c3e6cd717b81cfce44b75df14b7f4b

Observation 77d3c554-2de6-44de-9fca-aa96fecf1f6e · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 74

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unresolved
no resolver link, observed 2026-08-15T16:00:18.153784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:00:18.153784Z digest=sha256:692308a74b0f9215553d6a7a5f046812abd409d9e9cf6071d086d924f1812477

Observation 6de4413a-975e-4723-88b5-f22a96dd483d · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 75

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unresolved
no resolver link, observed 2026-08-15T16:00:18.177391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:00:18.177391Z digest=sha256:bfc29a37ba144ad6948ca4afe113b9fc0957b91c8664bd1119b3eaf287ce7219

Observation e0323d6a-5b58-4c84-91ec-544add94437c · outbound

This paper cites A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-15T16:00:18.180380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:00:18.180380Z digest=sha256:dc8d3cfbea88ebd165fc1123c1b9fe0fc966ae8d2f3b9ebf2e182a16a00465ee

Observation 1400ee52-54df-4689-bb23-1e53528efdce · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 77

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unresolved
no resolver link, observed 2026-08-15T16:00:18.162964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:00:18.162964Z digest=sha256:239726e1b3c93fd5565c495ca6c8bd68ef0936a99f11fe63e5e63635b9b4a648

Observation ef8d884d-53a8-4192-b86b-04afaa8f9090 · outbound

This paper cites Wohlin, P.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Wohlin, P

Reference 78

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verified fuzzy
raw_fallback, observed 2026-08-15T16:00:19.394066Z

Source-reported events for the cited work

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Observation bc963e28-9868-487c-8bad-0bec62bfdf6b · outbound

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Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 79

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Observation 6297e40f-e9ef-4d4f-846a-2cfda1c13ea6 · outbound

This paper cites an unresolved cited work.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 80

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

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This paper cites How Effective are Large Language Models in Generating Software Specifications?.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? How Effective are Large Language Models in Generating Software Specifications?

Reference 81

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Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 82

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

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Observation e0f725a1-bca5-4c84-8df7-bc90c91cd49c · outbound

This paper cites DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence

Reference 83

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This paper cites Wobbrock, Leah Findlater, Darren Gergle, and James J.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Wobbrock, Leah Findlater, Darren Gergle, and James J

Reference 84

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Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 86

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Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Unresolved cited work

Reference 87

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

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This paper cites InProceedings of the Eighth IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis(Tampere, Fin- land)(CODES+ISSS ’12).

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? InProceedings of the Eighth IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis(Tampere, Fin- land)(CODES+ISSS ’12)

Reference 2012

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

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Observation fb3f99df-c1ee-4280-906f-815253da07e8 · outbound

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Generating Energy-Efficient Code via Large-Language Models -- Where are we now? InSC16: International Conference for High Performance Computing, Networking, Storage and Analysis

Reference 2016

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Source-reported events for the cited work

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Observation 229145d5-874c-4f8f-9064-00ac2a0bac06 · outbound

This paper cites InAdvances in Neural Information Processing Systems, A.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? InAdvances in Neural Information Processing Systems, A

Reference 2023

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 3d2e20bd-42bf-4586-9a92-e7b1c3346347 · outbound

This paper cites Insights into resource utilization of code small language models serving with runtime engines and execution providers.

Generating Energy-Efficient Code via Large-Language Models -- Where are we now? Insights into resource utilization of code small language models serving with runtime engines and execution providers

Reference 2024

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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.

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Pith citing papers

Observation 14e1c801-9e9a-4034-a1cc-1fc11841e2c0 · inbound

SWEnergy: An Empirical Study on Energy Efficiency in Agentic Issue Resolution Frameworks with SLMs cites this paper.

SWEnergy: An Empirical Study on Energy Efficiency in Agentic Issue Resolution Frameworks with SLMs Generating Energy-Efficient Code via Large-Language Models -- Where are we now?

Reference 1

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a60922b0-569e-4d87-9331-a5580d7d89d8 · inbound

Sustainable Code Generation Using Large Language Models: A Systematic Literature Review cites this paper.

Sustainable Code Generation Using Large Language Models: A Systematic Literature Review Generating Energy-Efficient Code via Large-Language Models -- Where are we now?

Reference 105

Resolution
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arxiv_id, observed 2026-05-15T18:50:16.501523Z

Source-reported events for the cited work

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Observation e5e70888-356f-4e63-8ed2-132bd82c0bdc · inbound

Babbling Suppression: Making LLMs Greener One Token at a Time cites this paper.

Babbling Suppression: Making LLMs Greener One Token at a Time Generating Energy-Efficient Code via Large-Language Models -- Where are we now?

Reference 3

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

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Observation 7466aac3-0ac5-49a4-9719-637305ff914a · inbound

Characterizing the Quality Profile of AI-Generated C++ in Production cites this paper.

Characterizing the Quality Profile of AI-Generated C++ in Production Generating Energy-Efficient Code via Large-Language Models -- Where are we now?

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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