Paper Citation Record · LEDGER

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

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 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 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:41:02.571551Z

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 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.

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.

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 2026-08-08T06:32:00.761636+00:00.

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 2026-08-08T06:32:00.761636+00:00.