Paper Citation Record · LEDGER

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code

As of 20 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 1 inbound Pith citation observation for arXiv:2508.13156.

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

pith.paper-citation-record.v1
2508.13156 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:33:18.156104Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:43:01.743644Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-16T04:43:02.301161Z

Reference resolution

35 of 35 outbound references displayed

verified exact0
verified fuzzy22
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e77d7c42-0501-4d9c-940d-4a861b86c550 · outbound

This paper cites write newline.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:14.980788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f16c6b2-2cf5-415c-b91b-6f2d6cd9aa44 · outbound

This paper cites Qwen Technical Report.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code Qwen Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:15.088854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 185c59f4-3b94-48e9-83ac-12ae427fa5d5 · outbound

This paper cites Chip-chat: Challenges and opportunities in conversational hardware design.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code Chip-chat: Challenges and opportunities in conversational hardware design

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:21.842438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 05f3a51d-eb05-47f9-9d43-460b5a963168 · outbound

This paper cites Chipgpt: How far are we from natural language hardware design.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code Chipgpt: How far are we from natural language hardware design

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:15.302366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d117939c-599f-4ac3-b4e6-41a472b834b8 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code Evaluating Large Language Models Trained on Code

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:15.373682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4030ed9-2d84-4794-9d1b-e37dd3526c02 · outbound

This paper cites DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:15.442526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcf64167-2e4a-4dad-a245-d816ebd6377d · outbound

This paper cites Coevo: Continual evolution of symbolic solutions using large language models, 2024 b.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code Coevo: Continual evolution of symbolic solutions using large language models, 2024 b

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:21.751911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f0a565e0-34a1-4128-b20d-6dc5489492ef · outbound

This paper cites Measuring massive multitask language understanding.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code Measuring massive multitask language understanding

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:21.638134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 770443e9-cea4-42d9-aca0-5197fff9a0af · outbound

This paper cites DeepSeek-V3 Technical Report.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code DeepSeek-V3 Technical Report

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:15.782558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e09a6e1e-f807-40bc-9df8-ca366f97f165 · outbound

This paper cites Evolution of heuristics: Towards efficient automatic algorithm design using large language model.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code Evolution of heuristics: Towards efficient automatic algorithm design using large language model

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:21.545786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5a5f62f5-325b-4cf2-8d71-9e218f385f76 · outbound

This paper cites A systematic survey on large language models for algorithm design, 2024 c.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code A systematic survey on large language models for algorithm design, 2024 c

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:21.388958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 24b2c6a6-704a-4d0d-ac56-820639849178 · outbound

This paper cites ChipNeMo: Domain-Adapted LLMs for Chip Design.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code ChipNeMo: Domain-Adapted LLMs for Chip Design

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:16.045541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0929b4c8-8a7e-480e-b2ac-9c14b794f66b · outbound

This paper cites R., Khailany, B., and Ren, H.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code R., Khailany, B., and Ren, H

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:21.219452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bafdee05-59bb-426a-a05c-3253b5dd2476 · outbound

This paper cites Rtlcoder: Fully open-source and efficient llm-assisted rtl code generation technique.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code Rtlcoder: Fully open-source and efficient llm-assisted rtl code generation technique

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:20.998437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5d3f1b04-c7dc-4d71-998b-16c5f75e775e · outbound

This paper cites Openllm-rtl: Open dataset and benchmark for llm-aided design rtl generation.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code Openllm-rtl: Open dataset and benchmark for llm-aided design rtl generation

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:20.859720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cf4cf2c0-739b-45dc-b62d-0d090b9a9e94 · outbound

This paper cites Rtllm: An open-source benchmark for design rtl generation with large language model.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code Rtllm: An open-source benchmark for design rtl generation with large language model

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:20.717222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ea768508-a522-420d-8a55-2d4da609b58b · outbound

This paper cites A., Der, B.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code A., Der, B

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:20.597139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cff614a1-d8d2-4208-816e-b62580d0cf2a · outbound

This paper cites Gpt-3.5-turbo.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code Gpt-3.5-turbo

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:20.478465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e4030272-b33f-4409-8af7-45089471283e · outbound

This paper cites Gpt-4-turbo.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code Gpt-4-turbo

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:20.308107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4db60939-beb8-4e3c-8c8c-3eea52a19fb9 · outbound

This paper cites Gpt-4o-mini.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code Gpt-4o-mini

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:20.171583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a823fdb8-938e-4f71-9acf-8c95239cddc2 · outbound

This paper cites Dave: Deriving automatically verilog from english.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code Dave: Deriving automatically verilog from english

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:19.996661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d5e6177f-a57a-4645-81a1-e98d589b859f · outbound

This paper cites Betterv: Controlled verilog generation with discriminative guidance.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code Betterv: Controlled verilog generation with discriminative guidance

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:19.833994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f34bcacf-5713-4ec1-8002-5e4774ed8dc9 · outbound

This paper cites Revisiting verilogeval: Newer llms, in-context learning, and specification-to-rtl tasks, 2024.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code Revisiting verilogeval: Newer llms, in-context learning, and specification-to-rtl tasks, 2024

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:19.707986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 12fcd7be-6988-4ea4-b38c-143684834e0a · outbound

This paper cites P., Dupont, E., Ruiz, F.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code P., Dupont, E., Ruiz, F

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:17.211550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ff3cee7-c98d-4e92-8dbe-b2288c7b4a5b · outbound

This paper cites AutoChip: Automating HDL Generation Using LLM Feedback.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code AutoChip: Automating HDL Generation Using LLM Feedback

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:17.305692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd27ce12-b6ab-4294-b5f3-213e107f9521 · outbound

This paper cites Verigen: A large language model for verilog code generation.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code Verigen: A large language model for verilog code generation

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:19.561311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 91abc168-1b48-461b-bc70-d55154828885 · outbound

This paper cites Rtlfixer: Automatically fixing RTL syntax errors with large language model.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code Rtlfixer: Automatically fixing RTL syntax errors with large language model

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:19.403279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5160d2b6-0f3a-4675-9c0f-c874a8bf19ed · outbound

This paper cites Planning In Natural Language Improves LLM Search For Code Generation.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code Planning In Natural Language Improves LLM Search For Code Generation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:17.546042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 083723ae-5426-41ad-af25-b206eed14a3e · outbound

This paper cites an unresolved cited work.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:33:19.211243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4588c746-dbc4-4338-9aad-4daf54aaf577 · outbound

This paper cites Chateda: A large language model powered autonomous agent for eda.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code Chateda: A large language model powered autonomous agent for eda

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:19.043339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e8eb031b-05b3-4d59-9d40-c76ebb9a75a0 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code ReAct: Synergizing Reasoning and Acting in Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:17.819117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d0da7af-69cc-4ba7-8c71-7bb3d9164181 · outbound

This paper cites Tree of thoughts: Deliberate problem solving with large language models.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code Tree of thoughts: Deliberate problem solving with large language models

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:18.822122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bd143ca9-2374-40df-a818-dcbad81d6f2e · outbound

This paper cites Reevo: Large language models as hyper-heuristics with reflective evolution.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code Reevo: Large language models as hyper-heuristics with reflective evolution

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:18.663038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5aad9b4c-8fdf-4572-bcb1-17d8de190b96 · outbound

This paper cites Metamath: Bootstrap your own mathematical questions for large language models.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code Metamath: Bootstrap your own mathematical questions for large language models

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:18.502469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f267ef5e-131c-4125-a7eb-5b2803296976 · outbound

This paper cites LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation.

EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:18.156104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 4b85da2b-6e28-4e96-96f5-46cbeb1b48aa · inbound

Spec-Driven Hardware Evolution via Executable Contract Refinement and Proof-Guided RTL Update cites this paper.

Spec-Driven Hardware Evolution via Executable Contract Refinement and Proof-Guided RTL Update EvoVerilog: Large Langugage Model Assisted Evolution of Verilog Code

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-16T04:43:02.306434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.