Pith. sign in

Paper Citation Record · LEDGER

FVEval: Understanding Language Model Capabilities in Formal Verification of Digital Hardware

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2410.23299.

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

pith.paper-citation-record.v1
2410.23299 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 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 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:18:23.084403Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T00:47:30.499918Z

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 655f67c0-73d6-4a98-83ad-59c58bf4de37 · inbound

LASA: Enhancing SoC Security Verification with LLM-Aided Property Generation cites this paper.

LASA: Enhancing SoC Security Verification with LLM-Aided Property Generation FVEval: Understanding Language Model Capabilities in Formal Verification of Digital Hardware

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T23:29:21.675304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:29:21.675304Z digest=sha256:6f00e1d4f87790cf2696cdb6d1a421db3f228c019401237d1d8f48c1550bdba0

Observation 98ff1636-de98-4b97-ab8b-3b2b14d63cbc · inbound

SV-LLM: An Agentic Approach for SoC Security Verification using Large Language Models cites this paper.

SV-LLM: An Agentic Approach for SoC Security Verification using Large Language Models FVEval: Understanding Language Model Capabilities in Formal Verification of Digital Hardware

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-06T22:55:09.379104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:55:09.379104Z digest=sha256:57b41b3a07403b6399ce919c86ff998173bb6b0b4ccc8c86b9c6f3e96a21bd80

Observation 34a53360-9e81-4a07-888f-5cd4f8be435a · inbound

Hybrid-NL2SVA: Integrating RAG and Finetuning for LLM-based NL2SVA cites this paper.

Hybrid-NL2SVA: Integrating RAG and Finetuning for LLM-based NL2SVA FVEval: Understanding Language Model Capabilities in Formal Verification of Digital Hardware

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-07T04:18:23.084403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:18:23.084403Z digest=sha256:325715d93608a7441295b34ec4236bc047025ddf8c7eec42b2abbfcfc829db31

Observation 32500853-a472-48d3-8eb4-c177ce6a5462 · inbound

FIXME: Towards End-to-End Benchmarking of LLM-Aided Design Verification cites this paper.

FIXME: Towards End-to-End Benchmarking of LLM-Aided Design Verification FVEval: Understanding Language Model Capabilities in Formal Verification of Digital Hardware

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T19:58:08.613716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:58:08.613716Z digest=sha256:87a73b2d81dc1e943fb261ccdf9a024fd5c81905050c2097bcaa2b6a87b90b6f

Observation 4b48f656-7762-483c-b8c6-ade08487bf95 · inbound

From Language to Logic: Bridging LLMs & Formal Representations for RTL Assertion Generation cites this paper.

From Language to Logic: Bridging LLMs & Formal Representations for RTL Assertion Generation FVEval: Understanding Language Model Capabilities in Formal Verification of Digital Hardware

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-11T20:41:11.807593Z

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=2026-05-08T08:19:42.493657Z digest=sha256:1622eaf5f6a855ce1d18c1e029f4aced0475335fe4bb00dc926ee9012e4ff29e

Observation 0ee511b1-cbfc-46d5-8f16-e56062feb309 · inbound

RTL-BenchLS: A Large-Scale Benchmark for RTL Reasoning and Generation with Large Language Models cites this paper.

RTL-BenchLS: A Large-Scale Benchmark for RTL Reasoning and Generation with Large Language Models FVEval: Understanding Language Model Capabilities in Formal Verification of Digital Hardware

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-07-03T00:47:30.501669Z

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=2026-06-27T17:01:24.292776Z digest=sha256:817d0104c66e0ac38e5495265b0d38a2112948aa096ed810661768fd3848a7d7