Paper Citation Record · LEDGER

Data is all you need: Finetuning LLMs for Chip Design via an Automated design-data augmentation framework

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2403.11202.

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

pith.paper-citation-record.v1
2403.11202 v2

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 2026-08-21T06:32:19.484+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T15:59:15.180230Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T15:19:55.807021Z

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 fbcb01fa-9805-4a90-b28e-abda3ba292cf · inbound

EDA-Aware RTL Generation with Large Language Models cites this paper.

EDA-Aware RTL Generation with Large Language Models Data is all you need: Finetuning LLMs for Chip Design via an Automated design-data augmentation framework

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T15:59:15.180230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a04e3878-87a9-4ece-b3da-d39c48594b53 · inbound

AGON: Automated Design Framework for Customizing Processors from ISA Documents cites this paper.

AGON: Automated Design Framework for Customizing Processors from ISA Documents Data is all you need: Finetuning LLMs for Chip Design via an Automated design-data augmentation framework

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T23:11:12.647416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f67785e7-a57a-4001-8599-d7732befea2e · inbound

Paradigm-Based Automatic HDL Code Generation Using LLMs cites this paper.

Paradigm-Based Automatic HDL Code Generation Using LLMs Data is all you need: Finetuning LLMs for Chip Design via an Automated design-data augmentation framework

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T16:56:24.953362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10c52c32-caab-4bfe-a8f0-524dfcfd82ca · inbound

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

RealBench: Benchmarking Verilog Generation Models with Real-World IP Designs Data is all you need: Finetuning LLMs for Chip Design via an Automated design-data augmentation framework

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:19:55.859908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.