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Paper Citation Record · LEDGER

Evaluating Generated Commit Messages with Large Language Models

As of 18 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 1 inbound Pith citation observation for arXiv:2507.10906.

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

pith.paper-citation-record.v1
2507.10906 v1

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:26:46.312196Z

measured 61 of 61 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T15:59:50.687959Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T15:59:51.177889Z

Reference resolution

60 of 60 outbound references displayed

  • verified exact4
  • verified fuzzy4
  • unresolved50
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0d3c4d40-b94b-4f2c-8f1d-2350df1c2034 · outbound

This paper cites GPT-4 Technical Report.

Evaluating Generated Commit Messages with Large Language Models GPT-4 Technical Report

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T17:26:46.060777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:26:46.060777Z digest=sha256:528e50d5052b258d13be5a7c5c4c684e82f974db812ae19f213b108d4174aca3

Observation c5b59ed3-b5fb-4cac-a361-f1bd7d08f750 · outbound

This paper cites an unresolved cited work.

Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:26:47.092641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:26:46.066055Z digest=sha256:23288d63aa5d7eb77f477ccb30db3030af22a49a4dbc4fa0acf44b160664339c

Observation 5d49feca-67ba-4d28-b5bf-6af95a1857a4 · outbound

This paper cites an unresolved cited work.

Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:26:47.079530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:26:46.070987Z digest=sha256:bf7f6351cedbc8047d2eeb57136fe0404f44752b28415424b40d0f4b83126601

Observation 51a93c5d-168d-41b5-b4b3-9096816c0afa · outbound

This paper cites an unresolved cited work.

Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T17:26:46.075070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:26:46.075070Z digest=sha256:252ac8139b0ab1a524f455ac9c3269d7f8eae2754ffc319152a4e8bda62b7e7d

Observation f951f2ad-036d-4614-a5a0-4e15857e8cea · outbound

This paper cites an unresolved cited work.

Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:26:47.061011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:26:46.080276Z digest=sha256:1f375cfcd3157911c916a971db8094291f6d94575ebfc2a41d3d0438c6c9257e

Observation f1b62173-5f82-4ca1-8b7c-5c4de7789382 · outbound

This paper cites an unresolved cited work.

Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:26:47.049718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:26:46.084848Z digest=sha256:dc7e6109457804e267cfa57b8f67a513e80fbb318f656d204feedc0cce8c08a3

Observation e4e57bbd-b264-4b6d-b2fa-6dd710bbc1dd · outbound

This paper cites an unresolved cited work.

Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:26:47.037810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:26:46.090057Z digest=sha256:559188f9d6d42e2d2391a4c13de2a8de731b00fd324cfad18759d86cfd907ff2

Observation 73606ea4-df05-4abc-ab6b-b5be2d958869 · outbound

This paper cites an unresolved cited work.

Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:26:47.025988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:26:46.094843Z digest=sha256:f5fb407a0cdfa424a6b80be4e888ce4be8eaa3b58b683b89712dee5d95dbe173

Observation 1d4b5fa7-3b8f-4075-b0a7-0b81e0ee57c5 · outbound

This paper cites an unresolved cited work.

Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T17:26:46.099956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:26:46.099956Z digest=sha256:e473bd8a706f820d264e9b5320727253ec8c4e262159aa69beb8bb8e4e6b2de8

Observation 1fdd4b98-b2f0-43e4-87bd-02ecf0e763bb · outbound

This paper cites an unresolved cited work.

Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:26:47.013218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:26:46.103857Z digest=sha256:5558892592dfd40ceb54a75759f0d6bb862558af30b0e72edd5fdc415df23f76

Observation b085871d-c87a-421c-acfc-e2b13bca59c5 · outbound

This paper cites The Llama 3 Herd of Models.

Evaluating Generated Commit Messages with Large Language Models The Llama 3 Herd of Models

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T17:26:46.108912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:26:46.108912Z digest=sha256:1170a36d42bca3a25489fe669503c84e094d87a89f3f9ac5b8293671bc7e5e6d

Observation 2fb9f8a4-a687-4eda-b80c-fdb0109fb62f · outbound

This paper cites an unresolved cited work.

Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:26:47.000817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:26:46.113875Z digest=sha256:ebc0ee63b29c2f107609e5e302d8902ff95e384d0bad586ba33d7bf82ef572d2

Observation 71f14610-4dc4-483e-8352-c82443c35655 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Evaluating Generated Commit Messages with Large Language Models DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T17:26:46.118725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:26:46.118725Z digest=sha256:ef319a33ef33633a9bc958ffd2766b8294a43d976af6b781ab71a5acdb87c3e2

Observation a244d7f0-d651-4cdf-a046-7ba498255582 · outbound

This paper cites an unresolved cited work.

Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:26:46.986424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:26:46.122800Z digest=sha256:28bfa14eed7f63276ea5750fdf1e518a07fefab90dad9f428b916f2dbe97d790

Observation aeaf5ee8-cbba-4f0a-b2dd-07d3cf105e26 · outbound

This paper cites an unresolved cited work.

Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:26:46.973050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:26:46.126833Z digest=sha256:efe268684e4669c0f887f462790c31a8ee99eb4c96c81dabaac0627629509b4e

Observation b2b64eae-2914-405a-8010-a4800d1aa9ce · outbound

This paper cites an unresolved cited work.

Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:26:46.959501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:26:46.131412Z digest=sha256:af23dc9d1eea21b0fbc853cbdd23d96c7218107209fccb1d4aefffaf1607dc3c

Observation 856d97ad-8ead-4f66-af40-64297a68aad4 · outbound

This paper cites an unresolved cited work.

Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:26:46.946479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:26:46.135083Z digest=sha256:6347e1e361741156a31673fbbfaa55324fddf1af05a5a1d3dd22a4eedcbd0817

Observation a38494d0-d833-4393-8676-e7cc09b66b91 · outbound

This paper cites an unresolved cited work.

Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:26:46.934322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:26:46.138854Z digest=sha256:bb20626d98e6f0c7054609698db6000b9a535f1cc17cdbe7b3faf3494ca32420

Observation 7af3644c-1515-46cd-8c9d-e5d31f7592fe · outbound

This paper cites an unresolved cited work.

Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T17:26:46.143274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:26:46.143274Z digest=sha256:a4c52fe4c85cfd41a21a9e3df60f832fa17c0290e24d96b47d8ee0ed625a4eb0

Observation 8c4c095d-0bd8-4f1e-9a52-2e99b0520be2 · outbound

This paper cites an unresolved cited work.

Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:26:46.914759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:26:46.147620Z digest=sha256:5bba7597c1403ea1d83a22622f7fc922a1892492c932291519485c5c9a4889b6

Observation f1e32328-1a95-4509-b9c1-2da6d028af21 · outbound

This paper cites an unresolved cited work.

Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:26:46.903002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:26:46.151590Z digest=sha256:55672dce27104df2c9d53d51502c5db6fb788d17b2df65dedcc764281823376e

Observation 3cd48a70-f4fc-482d-a32c-74d8fad1c86a · outbound

This paper cites an unresolved cited work.

Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T17:26:46.155336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:26:46.155336Z digest=sha256:71fb601db7ff27bd6b3b8f7e4cc6971270755a763ce678831f6c22350fcbd894

Observation 2bfa2152-d0d9-47ec-91c2-ace0599e465c · outbound

This paper cites an unresolved cited work.

Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:26:46.882026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:26:46.160110Z digest=sha256:fa327f3f7449fa6b38ab412b64e4e446ec2a27273a9523b20fc81cff3ffb88f9

Observation 0b4f0f06-1b1b-4098-beca-6ab30f87f930 · outbound

This paper cites an unresolved cited work.

Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T17:26:46.163898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:26:46.163898Z digest=sha256:895c522e769ed9fe2ad282bddc73978ef67a1807ec2f561dbee6a8b466960c70

Observation 2a44441b-afe4-4e66-ae33-a43d811ec2a4 · outbound

This paper cites an unresolved cited work.

Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:26:46.868254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:26:46.167823Z digest=sha256:7f7a17e4dfcaf89a0fe644093ca5237dcfc92512d5adb1ad9135ecaccb8125c7

Observation 23ececb5-159d-4ff1-a2ac-943a1d6864ac · outbound

This paper cites DeepSeek-V3 Technical Report.

Evaluating Generated Commit Messages with Large Language Models DeepSeek-V3 Technical Report

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T17:26:46.171991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:26:46.171991Z digest=sha256:b912cd5abec238e54e884d5db76a54e722c9cd75b09425a1894a0d0faad4f3b5

Observation 7a9e8f5e-b02b-4c94-911a-17d4a1ae23b5 · outbound

This paper cites an unresolved cited work.

Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:26:46.856165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:26:46.175795Z digest=sha256:70bab198c7c8010ab5c814de2bfa3e71d4ec271038764eb7f272e9ca6955c7e6

Observation 44ebd747-6a45-494c-b62d-029624969c71 · outbound

This paper cites ATOM: Commit Message Generation Based on Abstract Syntax Tree and Hybrid Ranking.

Evaluating Generated Commit Messages with Large Language Models ATOM: Commit Message Generation Based on Abstract Syntax Tree and Hybrid Ranking

Reference 28

Resolution
verified exact
local_arxiv, observed 2026-08-06T17:26:46.581890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:26:46.179399Z digest=sha256:5a03b3d06435a783e5f4a140e85e686e4ad19245e7d482dbff5d9c7e926b1257

Observation 714c6cf9-19d1-47e4-a7fb-417a428c5e8f · outbound

This paper cites an unresolved cited work.

Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 29

Resolution
malformed identifier
no resolver link, observed 2026-08-06T17:26:46.183858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:26:46.183858Z digest=sha256:e2304623193655329af8b0bc479a3af6898fb556e276fc9cddf91d1eb58d7a78

Observation 68dbafbe-ea9f-41cc-a8c7-07303785fe15 · outbound

This paper cites Hassan, David Lo, Zhenchang Xing, and Xinyu Wang.

Evaluating Generated Commit Messages with Large Language Models Hassan, David Lo, Zhenchang Xing, and Xinyu Wang

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:26:46.844128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:26:46.189121Z digest=sha256:38a66f9bf29f5eff33ad5f8d8e87aa813cf54d7159c58b6814544ae806aad2d1

Observation c4269147-f07b-4d4c-ac9d-ec8edc9a7270 · outbound

This paper cites an unresolved cited work.

Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:26:46.832967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:26:46.192879Z digest=sha256:4d890cf1c0279031ab3ea4f07cb856844fb054fa86642c72b92f9f033bc11646

Observation a13462dd-4ae9-4bd8-847f-309df47cd834 · outbound

This paper cites an unresolved cited work.

Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:26:46.820523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:26:46.196745Z digest=sha256:7ff5bc185d83dc8d9974ee3238698ce630b87cb4c7d1237b389cca83ad52f1cf

Observation 47645509-ec2d-4943-9547-4c9f1479fa3e · outbound

This paper cites an unresolved cited work.

Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:26:46.807413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:26:46.202713Z digest=sha256:6adba472f647715baa5da90337fe1ecff6005e555517f5ed4f4d4fde292c13c2

Observation 8a4e1bf0-e0ab-4ce5-b144-1af2c8c04a45 · outbound

This paper cites an unresolved cited work.

Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T17:26:46.210423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:26:46.210423Z digest=sha256:42b71e086792e02f39792b26add05c2d526a41f9c1109f2b157f98b7037fd74f

Observation 0b380fe6-c327-403d-82ec-21b9b2ecd253 · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

Evaluating Generated Commit Messages with Large Language Models Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T17:26:46.214427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:26:46.214427Z digest=sha256:9ffb630a9f39c40bc62f26847100d258d2d13e3f9bc89883df61a5b9a3fc28ba

Observation e6b841d5-7a74-43d9-ac37-05070537fae7 · outbound

This paper cites an unresolved cited work.

Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:26:46.775753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:26:46.219549Z digest=sha256:76737f00ea3cf14c7eb8d882c5ac02e12b509200a95841346ad6139d9ca96bff

Observation 01e0cc12-9525-4af7-91eb-857bfa7b9825 · outbound

This paper cites an unresolved cited work.

Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:26:46.763436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:26:46.223777Z digest=sha256:3ceac8731a74a524943008159e7f1ababbae7c5ad27db679951ed806cb52345b

Observation 8eec84e2-ea90-4185-9e81-3423c4569bea · outbound

This paper cites an unresolved cited work.

Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 38

Resolution
verified exact
doi, observed 2026-08-06T17:26:46.360131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T17:26:46.227536Z digest=sha256:b3157213eb237c3333280f2ce7b8f3fc0ea0fdac3813ea65b1de485356dfe8a4

Observation 4f49dbe7-8b12-476f-920e-7dfc6d8339a9 · outbound

This paper cites an unresolved cited work.

Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 39

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Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 40

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Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 41

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Evaluating Generated Commit Messages with Large Language Models LLaMA: Open and Efficient Foundation Language Models

Reference 42

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Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 43

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Reference 44

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Reference 45

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Reference 46

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Reference 47

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Evaluating Generated Commit Messages with Large Language Models Unresolved cited work

Reference 48

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Evaluating Generated Commit Messages with Large Language Models ACM Transactions on Software Engineering and Methodology 30, 4, Article 56 (2021), 30 pages

Reference 49

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Observation 1d622d77-73a5-4ec9-ad02-54e2d224c224 · outbound

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Reference 50

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Reference 51

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Evaluating Generated Commit Messages with Large Language Models Using Large Language Models for Commit Message Generation: A Preliminary Study

Reference 52

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Evaluating Generated Commit Messages with Large Language Models BERTScore: Evaluating Text Generation with BERT

Reference 53

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Observation f536b739-fa96-465d-8e70-d3a7f2dbddde · outbound

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Evaluating Generated Commit Messages with Large Language Models Qwen2.5 Technical Report

Reference 54

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Reference 55

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Evaluating Generated Commit Messages with Large Language Models A Survey of Large Language Models

Reference 56

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Evaluating Generated Commit Messages with Large Language Models Weinberger, and Yoav Artzi

Reference 57

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Evaluating Generated Commit Messages with Large Language Models In Twenty-Eighth International Joint Conference on Artificial Intelligence

Reference 2019

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Observation e9e4fdd2-75bb-4d80-8dba-f5eb7b984c1e · outbound

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Evaluating Generated Commit Messages with Large Language Models InInternational Confer- ence on Learning Representations

Reference 2020

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Observation 7d013294-1a5c-471d-8fe3-a8c79361b958 · outbound

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Evaluating Generated Commit Messages with Large Language Models Neurocomputing 459 (2021), 97–107

Reference 2021

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Pith citing papers

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Beyond Text Matching: Towards Reference-Free Evaluation for Human-Oriented Binary Reverse Engineering Evaluating Generated Commit Messages with Large Language Models

Reference 72

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