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Paper Citation Record · LEDGER

MG-Verilog: Multi-grained Dataset Towards Enhanced LLM-assisted Verilog Generation

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2407.01910.

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

pith.paper-citation-record.v1
2407.01910 v2

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 2026-08-07T06:34:17.273281+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:45:07.112196Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T18:53:51.275719Z

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 4ad2bf82-372a-4604-9876-94bfd7ac9336 · inbound

hdl2v: A Code Translation Dataset for Enhanced LLM Verilog Generation cites this paper.

hdl2v: A Code Translation Dataset for Enhanced LLM Verilog Generation MG-Verilog: Multi-grained Dataset Towards Enhanced LLM-assisted Verilog Generation

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-07T10:45:07.112196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:45:07.112196Z digest=sha256:bfa50fc3840c70c519416df0e2fd2b9c2691c70439d3b5e9b94817ecd5018257

Observation 2bfb09c1-36c3-425a-80c4-61964f959cc9 · inbound

RealBench: Benchmarking Verilog Generation Models with Real-World IP Designs cites this paper.

RealBench: Benchmarking Verilog Generation Models with Real-World IP Designs MG-Verilog: Multi-grained Dataset Towards Enhanced LLM-assisted Verilog Generation

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T15:19:52.391272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:19:52.391272Z digest=sha256:d8a7a2a396fbf5b46c4e779e0877e5de653fd68129e17466fc215b2a77eec1c9

Observation abbd5ceb-0abd-48ab-9a6f-56eac6e079f9 · inbound

HLSDebugger: Identification and Correction of Logic Bugs in HLS Code with LLM Solutions cites this paper.

HLSDebugger: Identification and Correction of Logic Bugs in HLS Code with LLM Solutions MG-Verilog: Multi-grained Dataset Towards Enhanced LLM-assisted Verilog Generation

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T12:46:40.784054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:46:40.784054Z digest=sha256:4a68f1f90245d1eb9af137a9e2c7a437c47a708b71bad32ab8b14770ac7454c6

Observation 76c72a40-dea1-45eb-bd45-ee1ab929465f · 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 MG-Verilog: Multi-grained Dataset Towards Enhanced LLM-assisted Verilog Generation

Reference 152

Resolution
verified exact
arxiv_id, observed 2026-05-11T17:26:04.516231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-08T17:37:51.790000Z digest=sha256:1f9bcaeb7cbcd99fd51f34e55d96d676985579367394deacd8a53e437ccdad50

Observation 4eb87482-feb0-4f68-a339-b43cdb218134 · inbound

Verilog-Evolve: Feedback-Driven and Skill-Evolving Verilog Generation cites this paper.

Verilog-Evolve: Feedback-Driven and Skill-Evolving Verilog Generation MG-Verilog: Multi-grained Dataset Towards Enhanced LLM-assisted Verilog Generation

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-06-29T18:53:51.277813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-29T18:49:52.243940Z digest=sha256:42db06b2b884b709e1b31dc26b9fd2de5c73501b412c45c8c259fd8a9a0cc1fc