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Paper Citation Record · LEDGER

CodeIP: A Grammar-Guided Multi-Bit Watermark for Large Language Models of Code

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2404.15639.

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

pith.paper-citation-record.v1
2404.15639 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:07:37.265760Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T17:26:04.447769Z

Reference resolution

0 of 0 outbound references displayed

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

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation bdab423a-f714-4f8f-aeab-fb6ec6b31fc2 · inbound

CodeVision: Detecting LLM-Generated Code Using 2D Token Probability Maps and Vision Models cites this paper.

CodeVision: Detecting LLM-Generated Code Using 2D Token Probability Maps and Vision Models CodeIP: A Grammar-Guided Multi-Bit Watermark for Large Language Models of Code

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-10T22:07:37.265760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:07:37.265760Z digest=sha256:7d5b3f69157216a5d0b2e4d549796d353cda3e3a8c360b0c2bc6a1f45d1d7d3a

Observation edef35bb-d445-4147-8233-5590c84a9c0f · inbound

Enhancing Watermarking Quality for LLMs via Contextual Generation States Awareness cites this paper.

Enhancing Watermarking Quality for LLMs via Contextual Generation States Awareness CodeIP: A Grammar-Guided Multi-Bit Watermark for Large Language Models of Code

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T05:41:02.571551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:41:02.571551Z digest=sha256:014449ebca3a917f7ef6f96abc7d3be9f33f5ee691aac357bd69aae2d10476b2

Observation 735b8595-ef19-4e83-a55e-98cd7702b150 · inbound

Optimizing Token Choice for Code Watermarking: An RL Approach cites this paper.

Optimizing Token Choice for Code Watermarking: An RL Approach CodeIP: A Grammar-Guided Multi-Bit Watermark for Large Language Models of Code

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-05T19:46:12.257202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T19:46:12.257202Z digest=sha256:0f792deccaee6273a43f795d4e77d2e169aa715c501e0381bdc4b90640498b50

Observation 5f4de021-25b9-4ebc-bc66-4e477380c398 · inbound

MATRIX: Multi-Layer Code Watermarking via Dual-Channel Constrained Parity-Check Encoding cites this paper.

MATRIX: Multi-Layer Code Watermarking via Dual-Channel Constrained Parity-Check Encoding CodeIP: A Grammar-Guided Multi-Bit Watermark for Large Language Models of Code

Reference 46

Resolution
verified exact
arxiv_id, observed 2026-05-10T09:08:26.628674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-10T08:23:04.201981Z digest=sha256:62f70506ee8cdf1b01c2b12d7bab8a06b51a67182a5ce9f9448887cb18244e20

Observation 36937c9b-2643-44db-b111-79f3597d63b5 · inbound

Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code cites this paper.

Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code CodeIP: A Grammar-Guided Multi-Bit Watermark for Large Language Models of Code

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-05-11T17:26:04.451337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-08T17:37:51.790000Z digest=sha256:82e4854f130c45fc2c7d5676880fd5457946e07af89586ec097d734366026042