Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Spec2Assertion: Automatic Pre-RTL Assertion Generation using Large Language Models with Progressive Regularization
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2505.07995.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T04:18:21.361536Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T07:49:38.661163Z
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 3dd9905c-b25c-49dc-84da-6f4a7e0b705f · inbound
Hybrid-NL2SVA: Integrating RAG and Finetuning for LLM-based NL2SVA cites this paper.
Hybrid-NL2SVA: Integrating RAG and Finetuning for LLM-based NL2SVA Spec2Assertion: Automatic Pre-RTL Assertion Generation using Large Language Models with Progressive Regularization
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:18:21.361536Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b6b3cae5-83fb-4ab3-bc9c-6ed281f501d0 · inbound
AssertCoder: LLM-Based Assertion Generation via Multimodal Specification Extraction cites this paper.
AssertCoder: LLM-Based Assertion Generation via Multimodal Specification Extraction Spec2Assertion: Automatic Pre-RTL Assertion Generation using Large Language Models with Progressive Regularization
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:37:24.915297Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 293a40f4-46f4-4ec4-8a5d-00fe4db0cc61 · inbound
CoverAssert: Iterative LLM Assertion Generation Driven by Functional Coverage via Syntax-Semantic Representations cites this paper.
CoverAssert: Iterative LLM Assertion Generation Driven by Functional Coverage via Syntax-Semantic Representations Spec2Assertion: Automatic Pre-RTL Assertion Generation using Large Language Models with Progressive Regularization
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T00:05:50.977267Z
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.
Observation e65c3f82-422b-4ec1-8b69-69a21e18260a · inbound
From Indiscriminate to Targeted: Efficient RTL Verification via Functionally Key Signal-Driven LLM Assertion Generation cites this paper.
From Indiscriminate to Targeted: Efficient RTL Verification via Functionally Key Signal-Driven LLM Assertion Generation Spec2Assertion: Automatic Pre-RTL Assertion Generation using Large Language Models with Progressive Regularization
Reference 26
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T06:46:49.997830Z
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.
Observation 5230f276-552c-4417-8650-b73110402048 · inbound
Arcane: An Assertion Reduction Framework through Semantic Clustering and MCTS-Guided Rule Exploring cites this paper.
Arcane: An Assertion Reduction Framework through Semantic Clustering and MCTS-Guided Rule Exploring Spec2Assertion: Automatic Pre-RTL Assertion Generation using Large Language Models with Progressive Regularization
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T06:51:29.516209Z
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.
Observation eb70dec3-e5a9-4f88-b2ae-88ab113a662b · inbound
AssertLLM2: A Comprehensive LLM Benchmark for Assertion Generation from Design Specifications cites this paper.
AssertLLM2: A Comprehensive LLM Benchmark for Assertion Generation from Design Specifications Spec2Assertion: Automatic Pre-RTL Assertion Generation using Large Language Models with Progressive Regularization
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T16:25:49.894797Z
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.
Observation 102c852a-6c1b-4659-a669-df2b0004d87b · inbound
Closing the Loop on LLM-Generated RTL Assertions with Quality-Aware Formal Verification cites this paper.
Closing the Loop on LLM-Generated RTL Assertions with Quality-Aware Formal Verification Spec2Assertion: Automatic Pre-RTL Assertion Generation using Large Language Models with Progressive Regularization
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T07:49:38.662768Z
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.
Observation 8a987385-b8a0-467e-856e-29ac687c7826 · inbound
GoGoTB: Agentic RTL Verification with Specification-Grounded Coverage Closure cites this paper.
GoGoTB: Agentic RTL Verification with Specification-Grounded Coverage Closure Spec2Assertion: Automatic Pre-RTL Assertion Generation using Large Language Models with Progressive Regularization
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T00:37:11.496655Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.