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Paper Citation Record · LEDGER

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking

As of 17 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 0 inbound Pith citation observations for arXiv:2508.19558.

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

pith.paper-citation-record.v1
2508.19558 v1

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:46:12.078210Z

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

60 of 60 outbound references displayed

  • verified exact5
  • verified fuzzy13
  • unresolved37
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1b35f38a-202a-461a-be65-0b7c35e95cf5 · outbound

This paper cites S ˆ ırbu, G.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking S ˆ ırbu, G

Reference 1

Resolution
metadata mismatch
raw_fallback, observed 2026-08-05T15:46:14.477903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:10.841371Z digest=sha256:19689ab22ff8308cc77f6da33562cc7a18b61589b852b00b3062aea69394fd54

Observation 5e712fd0-59e9-45b3-9baf-2a1b6e82dacc · outbound

This paper cites Sheneamer, S.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Sheneamer, S

Reference 2

Resolution
verified exact
doi, observed 2026-08-05T15:46:12.409080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:10.850429Z digest=sha256:efb00103faadde0e291d972a10b593f52ef121f397b101044f58c88b916da822

Observation eec00690-5193-4e18-a8fa-375461acccda · outbound

This paper cites Martinez-Gil, Source code clone detection using unsupervised sim- ilarity measures, in: International Conference on Software Quality, Springer, 2024, pp.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Martinez-Gil, Source code clone detection using unsupervised sim- ilarity measures, in: International Conference on Software Quality, Springer, 2024, pp

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:46:16.431820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation eabadc26-2779-44bb-90dd-2f6e93500719 · outbound

This paper cites Sachdev, H.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Sachdev, H

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:46:16.350939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:10.894756Z digest=sha256:fd59f633a4810e8273a12f91b35e4fd1cfb8f1b8c0dee5f02d925b7511785168

Observation 139a3539-1ad3-4be2-b050-9b17977c9b4d · outbound

This paper cites an unresolved cited work.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:46:16.312797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:10.933608Z digest=sha256:8e96c4e5624b6a2a0779bcbecc09593b2851a3918038ebbe16d6ec07d2521a27

Observation 7e5aeb3b-bf2b-4317-adb1-7e97296c4ba1 · outbound

This paper cites Sudhamani, L.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Sudhamani, L

Reference 6

Resolution
verified exact
doi, observed 2026-08-05T15:46:12.363508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:10.945250Z digest=sha256:1fb61087468a603cd560039b88f9472c947f8c114bc47241fe2248d4b7f9e342

Observation 68990fa6-a6b1-4de7-84a4-d458b75d114f · outbound

This paper cites an unresolved cited work.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Unresolved cited work

Reference 7

Resolution
metadata mismatch
raw_fallback, observed 2026-08-05T15:46:14.255831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:10.962469Z digest=sha256:18df9f878a0b5bdfd2dcde248746f454ab5e31e197274c0bb474a7ccabbf57c9

Observation 0cdc3406-9cf5-4936-9950-e6fa539fa7ff · outbound

This paper cites an unresolved cited work.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:46:16.268844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:10.975139Z digest=sha256:1989ac749595dfaebd2f6c7cf138e9df4e6c2ab05e55cd2bac8d8920ec601550

Observation 67c038f9-2396-4e8a-b612-5ef4e05f7d8b · outbound

This paper cites an unresolved cited work.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:46:16.224847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:11.000651Z digest=sha256:c186807109fc751525788f220794819641eb60e7c5100002752e34bb664394c6

Observation 2a42d357-39bb-4aa3-84b4-0159c8ff149f · outbound

This paper cites URL https://openai.com/blog/chatgpt/.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking URL https://openai.com/blog/chatgpt/

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:46:16.189694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:11.012656Z digest=sha256:5e77c4c2263e28ad16f371754bcb6f6327b5f359dbc1f52ef168da4b84626bc6

Observation e2b79f31-76cb-450d-a96f-2bafd1421440 · outbound

This paper cites an unresolved cited work.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Unresolved cited work

Reference 11

Resolution
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raw_fallback, observed 2026-08-05T15:46:16.132357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:11.044427Z digest=sha256:fa0c165baeae1c1f7ff611628098b659bf1f8a2599d08f8c19f8f3bfde12bbdf

Observation 2a87f830-d53a-42c3-b565-7312e7d37749 · outbound

This paper cites CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-05T15:46:11.070898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:46:11.070898Z digest=sha256:70e44d2aed49f622cdf6ffb6961135a34fc40fbcb1b4183ae1852c9e00ffc549

Observation e8912a64-ae41-4e68-978f-25072e688d9e · outbound

This paper cites an unresolved cited work.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:46:16.091768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:11.103954Z digest=sha256:e10043dbb3e2d00f0c83b9ad453b93928027b09f1cc4d25990e99a18aa395145

Observation fd7e96ba-1a39-448d-9879-1343c3bd047c · outbound

This paper cites Karimi, L.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Karimi, L

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:46:16.058660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:11.134862Z digest=sha256:3b2a28daf3b9dc43a777d8ba48e0918a25b6360f817547dd05b067855ac85e98

Observation daca85d9-e47b-4ffc-bb27-ccafb9bf756d · outbound

This paper cites AutoAugment Is What You Need: Enhancing Rule-based Augmentation Methods in Low-resource Regimes.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking AutoAugment Is What You Need: Enhancing Rule-based Augmentation Methods in Low-resource Regimes

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-05T15:46:13.975361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:11.184751Z digest=sha256:b05fa7b059610b6b3830d16bf7e304e388c8d74f851de3d21a7b92ab758a918d

Observation 155f5787-0a14-4aa2-9473-992dfbf760af · outbound

This paper cites Fowler, Refactoring: improving the design of existing code, Addison- Wesley Professional, 2018.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Fowler, Refactoring: improving the design of existing code, Addison- Wesley Professional, 2018

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:46:15.994510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:11.210763Z digest=sha256:50d4cc994067d23c19f94ff1cb88559dc3f3f2f804fd24f2427e1b34e27138f7

Observation b60e5adb-66dd-4912-894e-264063d74f88 · outbound

This paper cites an unresolved cited work.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:46:15.943521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:11.233254Z digest=sha256:28f6f2b595e350d88644df781ecb43e77862565aa908d8809c21e4d908e25148

Observation 7f3207d9-d299-431b-9f77-672c0d4606ed · outbound

This paper cites Rewriting the Code: A Simple Method for Large Language Model Augmented Code Search.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Rewriting the Code: A Simple Method for Large Language Model Augmented Code Search

Reference 18

Resolution
verified exact
local_arxiv, observed 2026-08-05T15:46:13.912869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:11.242124Z digest=sha256:23b4e595d8665737acf2b4dc8357aa6180c947803311b2ca8d6a362dec42ae26

Observation 0d06b437-7365-4d25-940e-744074ab110b · outbound

This paper cites Don't Transform the Code, Code the Transforms: Towards Precise Code Rewriting using LLMs.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Don't Transform the Code, Code the Transforms: Towards Precise Code Rewriting using LLMs

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-05T15:46:11.267655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:46:11.267655Z digest=sha256:4bf67fd1680e9beb794ff73423fafd493187ba79ee8343623f978a34974fd318

Observation e2774a00-c1ae-42ff-9d99-f3374b112d49 · outbound

This paper cites an unresolved cited work.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:46:15.899388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:11.291875Z digest=sha256:75e9ec49b53bbf0b6ed45d660da5a7e73e70d287d72470413692f1f36d1a7635

Observation 92c414b4-1195-490c-b9ba-c8bd14d88a1a · outbound

This paper cites an unresolved cited work.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:46:15.832290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:11.301744Z digest=sha256:41db4c84e499a75c81894b65ea8c5852c9a4a50f0afd90c8b0c050f888f6029c

Observation bb31c1d6-7d25-4207-8b29-40210e273abc · outbound

This paper cites an unresolved cited work.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:46:15.764806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:11.317601Z digest=sha256:b2b952ea3981bc879e5928ca311315035b6283298f002136150bf015d235faa4

Observation c787e5ce-be24-48bc-b248-5e61361b84aa · outbound

This paper cites Making Text Embedders Few-Shot Learners.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Making Text Embedders Few-Shot Learners

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-05T15:46:11.351840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:46:11.351840Z digest=sha256:8ffcee94f8eee453b97dcb097da2b5fc9a9c60f7efe0de8dbd5a382ad69516c3

Observation db1da328-8d19-4608-b744-3d718e29ebce · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Evaluating Large Language Models Trained on Code

Reference 24

Resolution
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no resolver link, observed 2026-08-05T15:46:11.370923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:46:11.370923Z digest=sha256:6128464676cba8f064464b454274bd1ba27775c3e07efc204db3d9735b8ffa8c

Observation d9a207ee-944a-45bb-91ad-461d39793151 · outbound

This paper cites DePalma, I.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking DePalma, I

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:46:15.720081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:11.394825Z digest=sha256:4262e16a1328ca83d1da7902f0c17df7437efdbdae64e195684f4256bf93b2bf

Observation cf7e5fb4-fd83-49d3-a826-47896f148050 · outbound

This paper cites an unresolved cited work.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Unresolved cited work

Reference 26

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no resolver link, observed 2026-08-05T15:46:11.408723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:46:11.408723Z digest=sha256:42dd9a3f8d60328e9b849cacb9668c59fcd25baae5bd04f8f3ce8804bb168b5f

Observation cb0760a5-6772-4ed5-a6c2-8165f71f0c11 · outbound

This paper cites an unresolved cited work.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:46:15.587669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:11.422516Z digest=sha256:1f1bd24d5b6bf7f3d56e11f8b862f83f685c830106aecd9f2c0318d21a2b36d7

Observation 4124e338-a6a1-486d-a384-1d4f5453b136 · outbound

This paper cites an unresolved cited work.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-05T15:46:11.433765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:46:11.433765Z digest=sha256:f6ca42c06637010b4768c15e69dada33090b6fdc01faf5ca8db155c435333580

Observation 55ec24b2-b331-401a-b860-c04b113decdd · outbound

This paper cites an unresolved cited work.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-05T15:46:11.450699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:46:11.450699Z digest=sha256:0e10670ff881a3537e6097b1428f6821e58771317311d7379489a223ca0b4ed7

Observation be89824b-cd79-416a-9ddf-c612d6539340 · outbound

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

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Code Llama: Open Foundation Models for Code

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-05T15:46:11.462339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:46:11.462339Z digest=sha256:8bf41df72a2b6f98b91da273133e880d370dee518ab8a52605431e908af1ea4d

Observation b61742d5-05d4-4613-a094-87701dac36ac · outbound

This paper cites Qwen2.5-Coder Technical Report.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Qwen2.5-Coder Technical Report

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-05T15:46:11.470810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:46:11.470810Z digest=sha256:d6337c3e1c68f88394ff7084b779023e8a61fa59cc71e8a4f7dcce0f6768aa04

Observation e6573289-40e5-41b6-806a-b64a30905d38 · outbound

This paper cites an unresolved cited work.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:46:15.513187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:11.494743Z digest=sha256:60dddbf23717fbcf3126c100cfb99bfbf73640644ee6a1508220d16db9da2d4f

Observation 72733d73-9da2-4b01-881a-33c31cddadcc · outbound

This paper cites Zhang, W.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Zhang, W

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:46:15.420915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:11.518703Z digest=sha256:242c26e0b72c82e523a4716fe3663a2c57fde723b7c1d57dd0160c4a4fffcbce

Observation 796d4b62-a5da-415a-9a2f-03aa3b752ebf · outbound

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

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-05T15:46:11.534740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:46:11.534740Z digest=sha256:db2e8107669b65f57e2eb7058bfc0176acabf59bdbe1f85cce9109be20b408d3

Observation 459f35d5-858a-4fd6-8874-5413b9146198 · outbound

This paper cites Kovaˇ cevi´ c, J.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Kovaˇ cevi´ c, J

Reference 35

Resolution
metadata mismatch
raw_fallback, observed 2026-08-05T15:46:13.411745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:11.564746Z digest=sha256:cda6f853394a2508abc5dc1e6cba3940a011bfbd161bf1cb8e2b9ce344b52920

Observation 3a0993d1-0e54-47f6-a606-6c8bfeedfe2c · outbound

This paper cites MTEB: Massive Text Embedding Benchmark.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking MTEB: Massive Text Embedding Benchmark

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-05T15:46:11.604744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:46:11.604744Z digest=sha256:fdb6e6501bbe57a436042034f25f0f526548098a9c37e975fe3a3031703fa920

Observation 04689f45-4a99-4495-8607-aaf218ff3b83 · outbound

This paper cites an unresolved cited work.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-05T15:46:11.634745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:46:11.634745Z digest=sha256:7e411548ab1bf60386a53484ca45c217488a80a7379049ccf4755fc496509e1d

Observation 93b0d190-a0b7-42d1-95a9-a9d5ee477484 · outbound

This paper cites A Literature Study of Embeddings on Source Code.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking A Literature Study of Embeddings on Source Code

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-05T15:46:11.662441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:46:11.662441Z digest=sha256:d722d2b8a91ddef5deb2bb10ab049c2486c7ed39499a9283058bfb0b7391bedd

Observation 9e49f416-0338-40d7-8c7e-be5167e8c0a7 · outbound

This paper cites an unresolved cited work.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Unresolved cited work

Reference 39

Resolution
metadata mismatch
raw_fallback, observed 2026-08-05T15:46:13.103240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:11.699157Z digest=sha256:01fcaa670c6f3944e5105c8fbf5fe3d30b14fdd5b70bd903cd9961247fe33cba

Observation 8bec1ed7-80ba-4593-a998-38868ff3f408 · outbound

This paper cites an unresolved cited work.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:46:15.333077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:11.736448Z digest=sha256:602960cbce00d372295487c6c88f1c529cc0fc41a194c1a3a99341a864c3aabc

Observation 85757d49-f230-464f-a1a3-ec466627352c · outbound

This paper cites Huang, D.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Huang, D

Reference 41

Resolution
malformed identifier
no resolver link, observed 2026-08-05T15:46:11.746830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:46:11.746830Z digest=sha256:0a96de4e8e364fc163ac669ba610bd464350af3b70e6112f8b3e3b2cad004806

Observation 6e1d930d-0110-410b-8f24-ae436af7f895 · outbound

This paper cites xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-05T15:46:11.759847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:46:11.759847Z digest=sha256:b6399ec0833b811ebac57182fea708abe52b154f6caec9f0c7a109a4702d00e5

Observation 520539d7-ef51-4634-8657-e6567ee255c5 · outbound

This paper cites an unresolved cited work.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:46:15.253082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:11.769040Z digest=sha256:b5cb8422996bf9aac4f0452941d7dc9d79f3e3248daac6313b9082220c1b658a

Observation 80b6ef0c-3865-45a7-a45c-1a288e9e3b3b · outbound

This paper cites an unresolved cited work.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:46:15.203825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:11.780931Z digest=sha256:3d35f88594efaf0bd0a9dc90772bde51a4f015e2c2b3b585c2cf5fcb9716201e

Observation 090cb170-46a2-419e-99cd-38c4c1285a6d · outbound

This paper cites M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-05T15:46:11.813899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:46:11.813899Z digest=sha256:50e85e9291d40bbef0a5c406c32304469ab9cb3a27db3c56aa556b44b8adc6fa

Observation 3ce989c9-bb04-4b35-9492-7b709594fd3a · outbound

This paper cites C-Pack: Packed Resources For General Chinese Embeddings.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking C-Pack: Packed Resources For General Chinese Embeddings

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-05T15:46:11.848906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:46:11.848906Z digest=sha256:cc4ee1aca21291c4035a61c64b1d2de2b8ea12dea6d7b918404bc2e4209f3105

Observation cfcd44ac-26e7-4f79-b907-bd325b3a33f0 · outbound

This paper cites Code Representation Pre-training with Complements from Program Executions.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Code Representation Pre-training with Complements from Program Executions

Reference 47

Resolution
verified exact
local_arxiv, observed 2026-08-05T15:46:12.698861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:11.856427Z digest=sha256:4bdce90e0d5a723f5c0060d8cae8b736fe6aa4aa927b2fef7be50c1d04e48e9a

Observation a1f8a186-c550-402d-a309-aea02770d0e1 · outbound

This paper cites Ragkhitwetsagul, J.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Ragkhitwetsagul, J

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:46:15.149658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:11.881129Z digest=sha256:9c525fb640e5c97c940ac56c7da63a192ba21e0da4cea4fa3328e3bef5e535af

Observation 8231ee68-72ae-4452-863f-ee9c75d05909 · outbound

This paper cites Kartal, E.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Kartal, E

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:46:15.096048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:11.899268Z digest=sha256:88d8745b05682c60c298abdd9adb4a04b20395e03a36ebc07e47f210ee9bfe54

Observation 3d0c49e5-52d7-41f8-aad4-25f5a520dee5 · outbound

This paper cites an unresolved cited work.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:46:15.009524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:11.913654Z digest=sha256:6a7a4b690a665472dd272941c7a4fd6673e3100d90c7d60a731037a87275dea8

Observation 19e6b950-00dd-47e0-9a04-bd8ca57a7b94 · outbound

This paper cites Svajlenko, J.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Svajlenko, J

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:46:14.932447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:11.921184Z digest=sha256:73fb6bbb06a2d1ad356866b6c340fa49847d4d1ac345b84e2989afad959f2e63

Observation dd140e75-3fbc-45c4-898b-2c26cb3025e5 · outbound

This paper cites Nashaat, R.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Nashaat, R

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:46:14.850177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:11.931358Z digest=sha256:0e61c3175291eff9cce8bd1ece234fe9c3a45b95438af489ecdf8ab415e42416

Observation 03557c78-3f3a-4e16-966e-d3ca62512c95 · outbound

This paper cites CodeSAM: Source Code Representation Learning by Infusing Self-Attention with Multi-Code-View Graphs.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking CodeSAM: Source Code Representation Learning by Infusing Self-Attention with Multi-Code-View Graphs

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-05T15:46:11.946493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:46:11.946493Z digest=sha256:f2f7ca1d52dad053d388472a9b4c70e25da2e5d498b3cf814a5d10ce39bc0ef6

Observation 31ca980c-85ff-428f-9e2d-4b255d2843b4 · outbound

This paper cites Text and Code Embeddings by Contrastive Pre-Training.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Text and Code Embeddings by Contrastive Pre-Training

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-05T15:46:11.964743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:46:11.964743Z digest=sha256:9c2e5cdd19e5462cbf47546bf97ebe53ecffd7b78206c4b67b4025c81c55313e

Observation 5308a711-1cd4-4511-8430-6a6d150f46fd · outbound

This paper cites an unresolved cited work.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:46:14.774068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:11.982728Z digest=sha256:9285a00df80d4f72fe2dd9c3ba1bf9e8a193d4c73d9e63e8cdd187a0cd8e82d4

Observation 526b5b11-f5d6-40d3-85bd-2931c5f3a621 · outbound

This paper cites Evtikhiev, E.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Evtikhiev, E

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:46:14.700811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:11.993464Z digest=sha256:2e67962f646f02d7687a8ed5f650015e77ad80c11e80a9c6e3b9e1d0ae3526e2

Observation 33166a40-c616-43ef-9a00-9367170ca516 · outbound

This paper cites an unresolved cited work.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-05T15:46:12.017160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:46:12.017160Z digest=sha256:107ab461f78ba2de08fe23016000b369d0eea2b2542e4f74abb6290ed3d54c76

Observation 7779907a-5ce5-4eca-893f-a927945637bc · outbound

This paper cites CodeBLEU: a Method for Automatic Evaluation of Code Synthesis.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking CodeBLEU: a Method for Automatic Evaluation of Code Synthesis

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-05T15:46:12.034152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:46:12.034152Z digest=sha256:17b1b158ba5224ed1474fbee667e2b6d535f83e91510bfc6c9fd5c05e2526859

Observation 834d7f62-b2b5-4f85-a4d7-0a0d217aae6e · outbound

This paper cites an unresolved cited work.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:46:14.639909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:12.059568Z digest=sha256:7972144579554f588f80b53c374583bd23da573399073447b2ece4e38103604a

Observation b5cdebc8-f216-42fa-89d2-c3cb909e400d · outbound

This paper cites generate a set of test inputs.

Functional Consistency of LLM Code Embeddings: A Self-Evolving Data Synthesis Framework for Benchmarking generate a set of test inputs

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:46:14.576157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:46:12.078210Z digest=sha256:57fb8554456dd74fb1a3c47c442c1c3cb441f4c3a2133173b48818dd6fa72449

Pith citing papers

No inbound Pith citation observations are available.