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Paper Citation Record · LEDGER

CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 15 inbound Pith citation observations for arXiv:2411.12644.

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

pith.paper-citation-record.v1
2411.12644 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:11:48.108430Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 230e7d92-7b5e-4f82-9aa0-e49f38fd58c1 · inbound

CIDRe: A Reference-Free Multi-Aspect Criterion for Code Comment Quality Measurement cites this paper.

CIDRe: A Reference-Free Multi-Aspect Criterion for Code Comment Quality Measurement CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T14:11:48.108430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:11:48.108430Z digest=sha256:4ac6b513e29fdbef44497ad9790316eec282efa473aebc6b58ad8261328135e8

Observation 239ff50b-86d7-45c4-a43f-1856535876ef · inbound

Which Prompting Technique Should I Use? An Empirical Investigation of Prompting Techniques for Software Engineering Tasks cites this paper.

Which Prompting Technique Should I Use? An Empirical Investigation of Prompting Techniques for Software Engineering Tasks CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T10:19:37.656335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:19:37.656335Z digest=sha256:ab1a5fd268fb5ab8c9e360bd73c4074d83b66a680378239acc61e3a0f84a908e

Observation 04279a04-6e3d-4f41-8e20-d41d409b3ac1 · inbound

CodeMirage: A Multi-Lingual Benchmark for Detecting AI-Generated and Paraphrased Source Code from Production-Level LLMs cites this paper.

CodeMirage: A Multi-Lingual Benchmark for Detecting AI-Generated and Paraphrased Source Code from Production-Level LLMs CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T13:54:51.004303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:54:51.004303Z digest=sha256:114fa5ff75158ea714212ec88c5647461980c268cce1012b2c3454a89803c672

Observation ce92a16a-6fc3-4ea3-b7d2-5a138ceffabd · inbound

Exploiting Leaderboards for Large-Scale Distribution of Malicious Models cites this paper.

Exploiting Leaderboards for Large-Scale Distribution of Malicious Models CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-06T18:16:12.368216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:16:12.368216Z digest=sha256:c804eb598b1e4646d697e82d4f282b6fde558070a61ba56167d55c631eababaf

Observation 853657e2-7765-468d-b3de-011869464211 · inbound

ParaStudent: Generating and Evaluating Realistic Student Code by Teaching LLMs to Struggle cites this paper.

ParaStudent: Generating and Evaluating Realistic Student Code by Teaching LLMs to Struggle CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T16:45:48.958144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T16:45:48.958144Z digest=sha256:ed6ee51fa6b83cd0d992a2f98038a6dcdcd268bc5a29e81759dc93cd52640b16

Observation 524a0937-2b4e-4ad7-a2cc-cce4db8b2995 · inbound

Utilizing Training Data to Improve LLM Reasoning for Tabular Understanding cites this paper.

Utilizing Training Data to Improve LLM Reasoning for Tabular Understanding CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-05T16:22:50.829373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:22:50.829373Z digest=sha256:dd44190128eb26ecf529dbc68570e22c31d63e50bd9380eca6f6b4f67ccb8fb6

Observation ba36f857-a00b-47e1-a8ca-22dcb266a9ab · inbound

CASP: An evaluation dataset for formal verification of C code cites this paper.

CASP: An evaluation dataset for formal verification of C code CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-05T16:14:55.526046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:14:55.526046Z digest=sha256:c180575d20605768dc24584c10c683d9044f9fa81363b9f71dd2f13796628847

Observation db57d962-9e71-4d4e-b5d6-c54096418d00 · inbound

Can LLMs Deobfuscate Binary Code? A Systematic Analysis of Large Language Models into Pseudocode Deobfuscation cites this paper.

Can LLMs Deobfuscate Binary Code? A Systematic Analysis of Large Language Models into Pseudocode Deobfuscation CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval

Reference 75

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T05:35:59.842028Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T18:02:53.996840Z digest=sha256:a346fe54ca939279e54b1950b1707f1034ec36a3368bfd504eb351a964909770

Observation 86f24739-7335-4174-8fe5-d68dda21396c · inbound

Do not copy and paste! Rewriting strategies for code retrieval cites this paper.

Do not copy and paste! Rewriting strategies for code retrieval CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-12T01:31:16.111949Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-05-12T01:26:47.823355Z digest=sha256:bea4aebd02be3c57cb7f16143df9d58003a6f85fa4c7376015b722e8a4e9e309

Observation 66114e07-859c-4db0-91ac-a6a8664f42a6 · inbound

Not All RAGs Are Created Equal: A Component-Wise Empirical Study for Software Engineering Tasks cites this paper.

Not All RAGs Are Created Equal: A Component-Wise Empirical Study for Software Engineering Tasks CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-05-15T01:53:28.545048Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-15T01:52:53.116772Z digest=sha256:7c211eabade7b67c860cc17276b5701f5fa369ffd8215ddcbc428a1316242958

Observation 3130b952-792a-4ef1-8b9f-5dcfa7888883 · inbound

Long Live the Librarian! A Persistent Search Sub-Agent for Energy-Efficient Multi-Agent Software Engineering Systems cites this paper.

Long Live the Librarian! A Persistent Search Sub-Agent for Energy-Efficient Multi-Agent Software Engineering Systems CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval

Reference 2

Resolution
metadata mismatch
arxiv_id, observed 2026-06-29T10:03:17.158885Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-29T09:58:31.978915Z digest=sha256:56769d1420fafe32c8752c0a31c7c2599f4d29a6bc46e7dc1885e0644c7e9aa2

Observation effd2a3e-6f11-4d14-85e3-717a647fe9d0 · inbound

Do Machines Struggle Where Humans Do? LLM and Human Comprehension of Obfuscated Code cites this paper.

Do Machines Struggle Where Humans Do? LLM and Human Comprehension of Obfuscated Code CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval

Reference 24

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T11:35:42.807202Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-07-01T04:20:58.193962Z digest=sha256:4f8f853e3addcab1f96c23d9d4e9003980917959752150c3feb096fd91670907

Observation fc379fd5-9f1c-479c-b85f-4364603e3ad0 · inbound

The "I Don't Know" Filter: Enhancing Agentic Reliability in Function Calling cites this paper.

The "I Don't Know" Filter: Enhancing Agentic Reliability in Function Calling CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval

Reference 27

Resolution
unresolved
no resolver link, observed 2026-07-11T22:10:22.729188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T22:10:22.729188Z digest=sha256:db2718a28ec4de45b998796e5ad2246db87db93d68d893bda2244f40198fa680

Observation 79d1500f-94e3-4de7-ad4c-355582051aed · inbound

Finding the Right Tables and Columns: A Benchmark and Corpus-Adaptive Embeddings for SQL Schema Retrieval cites this paper.

Finding the Right Tables and Columns: A Benchmark and Corpus-Adaptive Embeddings for SQL Schema Retrieval CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-02T05:38:04.668615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:38:04.668615Z digest=sha256:a31a39862849e02d261244cdc76f80944b3ef1786a67b2911aa376e5ef15d2fb

Observation c62a229a-f16a-481d-a0ff-78a626bf748f · inbound

MM-IssueLoc: A Controlled Benchmark for Evaluating Visual Evidence in Multimodal Repository-Level Issue Localization cites this paper.

MM-IssueLoc: A Controlled Benchmark for Evaluating Visual Evidence in Multimodal Repository-Level Issue Localization CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-01T23:55:28.521597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T23:55:28.521597Z digest=sha256:ee4367e9254c0abd9ff751f0357154dc9f3d1ad78aac31d4d3df0bf543a94f52