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Paper Citation Record · LEDGER

Fine-Tuning Code Language Models to Detect Cross-Language Bugs

As of 6 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 0 inbound Pith citation observations for arXiv:2507.21954.

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

pith.paper-citation-record.v1
2507.21954 v2

Coverage vector

measured 71 of 71 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-19T02:42:12.245477Z

measured 71 of 71 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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

71 of 71 outbound references displayed

  • verified exact20
  • verified fuzzy2
  • unresolved48
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4605a204-d039-40c1-889a-5821be3d1d33 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 1

Resolution
unresolved
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Source-reported events for the cited work

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Observation 24fc364b-42f8-484b-a8e2-e34ffda84c35 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation af4d2b18-8779-49bc-89a6-43a18161ef71 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 3

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 70190034-b4b0-487e-886f-65ee21cdfe82 · outbound

This paper cites Qwen Technical Report.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Qwen Technical Report

Reference 4

Resolution
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Source-reported events for the cited work

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Observation 6cf78bce-60b5-4303-911c-a41c5773122d · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 5

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 35be2057-6f3a-4fbd-9c3f-c120461344e0 · outbound

This paper cites naturalizing.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs naturalizing

Reference 6

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 417d5d7b-77ce-4903-94e0-c083d5f0fb0e · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 7

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation fde33c31-549d-464c-8d4d-5851af4a7f15 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 8

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation a33b67a7-8658-448c-b6b2-91ddf947a350 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 9

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation fa30b325-98bf-42dc-b115-bcd91f1e071a · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 10

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 166e48d2-a05c-4404-91fe-d0cbc03277e7 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 11

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 5d70b547-f765-4bac-94be-8e2e77cbb70a · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 12

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation a21b4592-8588-4b02-ac13-146716a4bae8 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 13

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation a51bb91c-60cc-4826-bfc5-699f15ef87a0 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 14

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 895312ce-7fb5-4556-8505-66d4176488d5 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 15

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:6e92dad429bfae03effd75a16d8fd9be5e509d6d23ceee1d6ee0f97fd3a63869

Observation 702dceb1-689c-4dc6-8924-7004b2e034ac · outbound

This paper cites CodeBERT: A Pre-Trained Model for Programming and Natural Languages.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs CodeBERT: A Pre-Trained Model for Programming and Natural Languages

Reference 16

Resolution
verified exact
local_arxiv, observed 2026-05-19T02:42:56.396735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:d9bb03f419ccd4059e23729edbdb7f71aef57bd3ab3fccca95e24bb808d7a0cf

Observation 782e34ff-d033-429f-a72c-54199720b7df · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 17

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:1571ca15e27311f1b0598ec66940858501f1fe719f0d9f05d8f10fef0ecbc764

Observation 5eb9c0da-f179-449f-a3e8-228a94547ec6 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 18

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 8ac6e395-46ff-4dae-9435-2dbe4dad41c6 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 19

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 288f80c8-8104-4f35-8a19-b64c6a8b75c9 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 20

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:c0623e940966a99cc5c90cc4adb5ddbcf916780aa56486f642ff996d4b5024fd

Observation 63de90cb-449b-49c5-97bd-fd1caf482c25 · outbound

This paper cites UniXcoder: Unified Cross-Modal Pre-training for Code Representation.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs UniXcoder: Unified Cross-Modal Pre-training for Code Representation

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-05-19T02:49:43.519601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation adf65e04-e253-4d68-a481-7bb08118c4f3 · outbound

This paper cites GraphCodeBERT: Pre-training Code Representations with Data Flow.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs GraphCodeBERT: Pre-training Code Representations with Data Flow

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-05-19T02:42:56.393333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:bc99fcdcae19566c228c632c5196b0c4f7e47dc641bb15f42545dcafbf0d5208

Observation 706b9c76-4df2-47c4-a30f-e9694126bdf7 · outbound

This paper cites DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 23

Resolution
verified exact
local_arxiv, observed 2026-05-19T02:42:56.390018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation a6f9be63-8b6a-4788-9d06-0b898659f114 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 24

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 3a2a024f-5d10-4792-b371-da2af436bacd · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 25

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 41b4bbde-e524-41c7-850c-959fd35666a5 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 26

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation ec0673f2-da83-4f70-b4b0-dd21191f801d · outbound

This paper cites Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-05-21T20:50:09.604444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 3d94bd51-4d8a-4181-9af6-1e0c72ceeb1e · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 28

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:99ba04abe5077b97b58e51315f09c1f7a3ca658f8ce8b82f2721dd97208ca0b4

Observation 9dc9a505-acd6-425c-a365-23e3b61af4af · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs LoRA: Low-Rank Adaptation of Large Language Models

Reference 29

Resolution
metadata mismatch
local_arxiv, observed 2026-05-19T02:42:56.397063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 088d5f10-5a98-461b-ad97-73c81fbb87ac · outbound

This paper cites Qwen2.5-Coder Technical Report.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Qwen2.5-Coder Technical Report

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-05-19T02:42:56.408519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:bfaef493aed47f8260ed59d0414f6be81a4662721ea4fc1491708a736e25558d

Observation 330f4929-eddc-4cf2-a488-3cb4fc69c008 · outbound

This paper cites CodeSearchNet Challenge: Evaluating the State of Semantic Code Search.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 31

Resolution
verified exact
local_arxiv, observed 2026-05-19T02:42:56.393622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation ef08158a-2805-4b07-ab8a-2f326a2406f1 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 32

Resolution
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raw_fallback, observed 2026-05-19T02:42:56.752564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 067089a2-b382-491f-a517-79b36a15a98b · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 33

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 14013a0e-18e4-42f2-8ff3-50b7e9b72ba6 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-05-19T02:42:56.741772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 60b453e2-e14f-49cf-8032-bffa27a979cf · outbound

This paper cites Understanding the Effectiveness of Large Language Models in Detecting Security Vulnerabilities.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Understanding the Effectiveness of Large Language Models in Detecting Security Vulnerabilities

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-05-19T02:42:56.400694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 0c0ed1fc-ba88-4a2b-a39f-942edc1bf0c2 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-05-19T02:42:56.713241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:816450dae4f1b4ed0737112ca3c9994d8f75d5b0736e122b0899a70eb5c10e77

Observation fbc13a45-c597-48c2-9f79-149916ab6fac · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-05-19T02:42:56.722027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:a6d4f0bbb0468c07c6701c23ba1ef18e63a4b58dbf9cc58d9b4104022078412f

Observation 1326f39a-9588-41dd-9542-c1dedcb96991 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-05-19T02:42:56.757499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:62c6b56de40678582c974c5c367074e6d742612622387498e77be9968ca99258

Observation bc263f2a-d04b-4470-84a6-ad784a523e41 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-05-19T02:42:56.707391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:157f61bd5b5f1ab485385df23be16f5684010edbd75632ef7baaaab1c54317d2

Observation 7e71b79b-393b-4155-a210-1afa0f7fbbf6 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-05-19T02:42:56.702379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:be46b24a449042a0fc9f7949ee3d7348b0365d2f3d275881055e375ebe38d8a2

Observation 07bdf635-07fe-4f66-81af-07fa8bc8b283 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-05-19T02:42:56.651903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:ac5edc25345a447c9f9f7cd50dede8f468d84474db42e08f265a594f63c0d851

Observation 661d17db-160b-4d87-983b-331370a40963 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-05-19T02:42:56.700034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:1c5ed6aae32a3e659173aa2539f9f4ce83e30c29dfd0e345efcfad242429114b

Observation 9e4a4783-a9fd-4269-ab8b-607f036b1183 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-05-19T02:42:56.739460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:e9d90895e9fc2eee4f3a50ee6bdf3d37db07d669c03ab8b0589c0ef3ee7d7a4b

Observation 5ca6f895-b5b9-4662-aaeb-e8e568696c66 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-05-19T02:42:56.697551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:4a975610c41a7ce9ef4436ac168c204a77f51ab065e2d5adb98cd566a09fef8d

Observation e2c09872-5ef6-47fb-ad17-5934a0881ae2 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-05-19T02:42:56.702095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:3f9ae3fa70dbfde335dd99d4c99612fadb591599f66727dfb562da2bb4f8287e

Observation 7e81f6ae-5476-4afb-be7a-a2ef09450692 · outbound

This paper cites Fine-Tuning Code Language Models to Detect Cross-Language Bugs.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Fine-Tuning Code Language Models to Detect Cross-Language Bugs

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T02:42:56.708635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:94ef94152485983307bc68d2a3b71bf0b6f663159ad95e9a364434fb62813a13

Observation 50a13c64-a0e7-48c3-bd46-356307d99643 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-05-19T02:42:56.715795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:049857a8c05393f4fd669e3e3f4f52cde8086c37a6df00355da47fcb150d3bdd

Observation 99a2458c-0b91-43d0-ba22-6092a277d392 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-05-19T02:42:56.672626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:4f4b6b4edd15c2cbb859d79d2c4a25375b911cdf259867309dcadd85b05b5044

Observation b97a8c1e-bcd7-4440-bd1f-811d195dd32e · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-05-19T02:42:56.695075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:4fa9965aac80e1415fa1076e635018cfd06c6f6332049cac29dd4011e366dcf1

Observation 1e2c832f-b72e-4adf-af61-75b3ea3deaba · outbound

This paper cites StarCoder 2 and The Stack v2: The Next Generation.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs StarCoder 2 and The Stack v2: The Next Generation

Reference 50

Resolution
verified exact
local_arxiv, observed 2026-05-19T02:42:56.364013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:a47d4f7f352e4b4f5fd83be9efefbe821e561c9a4e5131f2c267dd48c66b117e

Observation a18fb3c4-94cc-4b88-b12c-50afb1fe1c6c · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 51

Resolution
verified exact
arxiv_id, observed 2026-05-19T02:42:56.373720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:72d60c61bf1a5bcb086935bcd9c0715e9db67201b9a4777b836ba6d00fc28050

Observation 8b593439-6df7-4cce-9a49-d4bc031d5cda · outbound

This paper cites Granite Code Models: A Family of Open Foundation Models for Code Intelligence.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Granite Code Models: A Family of Open Foundation Models for Code Intelligence

Reference 52

Resolution
verified exact
arxiv_id, observed 2026-05-19T02:42:56.366087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:bff2378e0eea2f22006da00b44b9642ca638871dc5d52ae263303e5820e4a1b2

Observation 5cd7cf0c-dd26-48ab-858e-2b417b87079e · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-05-19T02:42:56.718924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:b172683281ed6ad20046bfe2a0535e58978fa15e21b33cb42c22b951a57f42b6

Observation 2e668345-6456-4127-921a-171da55bb706 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-05-19T02:42:56.657207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:e2c880a3b2292537733eb82c0f55240fcb3870082b2aaf281f04190fb2840031

Observation 87701567-495c-4a58-8c48-66140a8f323f · outbound

This paper cites CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding Tasks.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding Tasks

Reference 55

Resolution
verified exact
arxiv_id, observed 2026-05-19T02:42:56.386670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:ac281f2402e0ff3466d38414ebd42409afee1612f07b6cbc43b43604bbb91c42

Observation 85e1cfc1-be0f-4f04-a9dc-32561a43dba8 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-05-19T02:42:56.691484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:7995a64708aa94ac68b15911368228e3db78a155c1d1abaa4588d8a47f426f21

Observation 5ed3a3f4-ff07-41d8-bc61-6ee9aa8ce85a · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-05-19T02:42:56.732395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:f3a3c80e4def89c64a27efa5cfc222d26ea67f7120d58f26d15ca8bcd19f1f35

Observation c0c95fcf-9d6b-4eb9-9ca6-715763d26ec0 · outbound

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

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Code Llama: Open Foundation Models for Code

Reference 58

Resolution
verified exact
local_arxiv, observed 2026-05-19T02:42:56.404876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:ebbb20fa2a76e166e4101adee59fe06d39ddeee7762febbb937db71cebcf7c8e

Observation f547730d-283e-4a05-a78e-1e15f74e1ac5 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 59

Resolution
verified exact
arxiv_id, observed 2026-05-19T02:42:56.400960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:7eb4330d7f5b26af2c44f758274ff143574f63dff42ea4e32e592277cdfda5fd

Observation 582d2224-13d0-4cce-a70c-937b4adbf31a · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-05-19T02:42:56.689195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:4d7f1c5126bae0bef010fed263922d0fe0d0108578c03f9622f5fc90daea0069

Observation 5947c302-a2bb-495f-8a62-8fcbf877c525 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-05-19T02:42:56.677751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:49b9882cec96b593fb813da759ee0fe7f29325abea993aa720c718ef4398449e

Observation 79ebb136-9e30-494a-9814-4c89d7519e4d · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-05-19T02:42:56.736984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:5cda696adb9aa22fdb97ef046ea5b84683bd63916197f2378dab96b7f6911c83

Observation c3412472-4796-409f-878a-e4fffca957a8 · outbound

This paper cites CodeT5+: Open Code Large Language Models for Code Understanding and Generation.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs CodeT5+: Open Code Large Language Models for Code Understanding and Generation

Reference 63

Resolution
verified exact
arxiv_id, observed 2026-05-19T05:26:57.653334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:e7442cecd3cc96f232893a8feccba1e0120b004f1148ccd69218f3d399d1254c

Observation 6a42f9d3-52c8-499d-8060-ae4c3e69e4e2 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-05-19T02:42:56.721740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:12887a2624115b199d5095769821bf472d2e753257cf9a1be2970c69b1151a20

Observation ba0b42a1-c09d-48c9-a495-095a3ee32387 · outbound

This paper cites CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation

Reference 65

Resolution
verified exact
local_arxiv, observed 2026-05-19T02:42:56.382263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:aabf3cb952cc39026409376bf3911269bc673004f768e96f1f604dd41a120942

Observation 6a717f6c-58fd-4f49-a29f-ef46d31e08c3 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-05-19T02:42:56.727405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:741d22bf9f61dc3d1a0a44fa0a2eaabf7812b932784b225982524559a8043a90

Observation 202beb21-7a03-4dfc-823c-51b3e8878111 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-05-19T02:42:56.749631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:b1d730d4e6ac6ac8a57428d298ae2ca6a2ea8582722370f9a4feefa392ba4e4f

Observation 4d99ad0c-b765-4356-90b2-3c0f6082c539 · outbound

This paper cites Evaluating Small Language Models for News Summarization: Implications and Factors Influencing Performance.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Evaluating Small Language Models for News Summarization: Implications and Factors Influencing Performance

Reference 68

Resolution
verified exact
arxiv_id, observed 2026-05-19T02:42:56.351643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:1837c3fb8d4a19e239347c73d9c8500c020046bf11a42d550a11b1cc89074287

Observation 791742cc-8f29-4dbb-a6b2-1aee24a288b3 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-05-19T02:42:56.680064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:cbfbcbf46fd0df23adf243c3dcf7d4c079097dcf65e66dcb42fd3c0630d3d77d

Observation 19639e22-10a8-4cb4-a773-5308d9cc42f6 · outbound

This paper cites MVD: A Multi-Lingual Software Vulnerability Detection Framework.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs MVD: A Multi-Lingual Software Vulnerability Detection Framework

Reference 70

Resolution
verified exact
arxiv_id, observed 2026-05-19T02:42:56.412413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:3b55172fae91f13b4f946a6e91f64ac01666a5f3deee9e16596329b2d3cb1296

Observation 8002d78f-80fa-4d67-b7b1-1050c7c86f71 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs Unresolved cited work

Reference 71

Resolution
verified exact
arxiv_id, observed 2026-05-19T02:42:56.389546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T02:42:12.245477Z digest=sha256:1acd5d23bf589028d2bad78786a3d85a3b82558ad5b18724050a419ac4c2baa4

Pith citing papers

No inbound Pith citation observations are available.