Paper Citation Record · LEDGER

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension

As of 21 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2608.02915.

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

pith.paper-citation-record.v1
2608.02915 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:00:06.307854Z

measured 40 of 40 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

40 of 40 outbound references displayed

verified exact1
verified fuzzy23
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 657df90c-13b8-4ea1-af82-5dc77a2e3691 · outbound

This paper cites Automating application-driven customization of asips: A survey,.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension Automating application-driven customization of asips: A survey,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:00:06.993403Z

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.

Observation 65c0f2cf-9e32-4870-baf2-35106aeec7e9 · outbound

This paper cites Instruction set definition and instruction selection for asips,.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension Instruction set definition and instruction selection for asips,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:00:06.974289Z

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.

Observation 94cc99a0-f98a-4707-af7d-99fbed4c2e5d · outbound

This paper cites Openasip 2.0: Co-design toolset for risc-v application-specific instruction-set processors,.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension Openasip 2.0: Co-design toolset for risc-v application-specific instruction-set processors,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:00:06.961738Z

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.

Observation b89a5522-89e1-46fb-808a-458c609757f8 · outbound

This paper cites Scaie-v: an open- source scalable interface for isa extensions for risc-v processors,.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension Scaie-v: an open- source scalable interface for isa extensions for risc-v processors,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:00:06.949172Z

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.

Observation c308fc06-98c8-42bf-b497-bb6aeaf79cda · outbound

This paper cites Longnail: High-level synthesis of portable custom instruction set extensions for risc-v processors from descriptions in the open-source coredsl language,.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension Longnail: High-level synthesis of portable custom instruction set extensions for risc-v processors from descriptions in the open-source coredsl language,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:00:06.935378Z

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.

Observation f49e274e-0972-435b-af54-43ac3658c521 · outbound

This paper cites React: Synergizing reasoning and acting in language models,.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension React: Synergizing reasoning and acting in language models,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T15:00:06.121731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 202098bd-d9cb-4359-a873-068b3c39116b · outbound

This paper cites Codal: Codasip architectural language,.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension Codal: Codasip architectural language,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:00:06.914749Z

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.

Observation f8033842-d7e0-4c75-9853-3ca5b153b719 · outbound

This paper cites Andes Custom Extension™ (ACE) Enables Customers to Add Application-Specific Instructions to AndesCore™ Processors,.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension Andes Custom Extension™ (ACE) Enables Customers to Add Application-Specific Instructions to AndesCore™ Processors,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:00:06.896423Z

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.

Observation 496fe901-d69b-41a7-a875-4a714fc5b4e8 · outbound

This paper cites E203 risc-v processor: External accel- erator interface (eai) specification,.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension E203 risc-v processor: External accel- erator interface (eai) specification,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:00:06.882744Z

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.

Observation c29ddb4d-9999-48be-a768-ddc176a9a2a0 · outbound

This paper cites Core-V eXtension Interface (XIF),.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension Core-V eXtension Interface (XIF),

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:00:06.869943Z

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.

Observation 3a969101-6f22-4872-91ed-9c6d14ed51f3 · outbound

This paper cites An introduction to the rocket custom coprocessor interface,.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension An introduction to the rocket custom coprocessor interface,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:00:06.858234Z

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.

Observation 0000df01-4101-4994-95b2-f9751f2c33af · outbound

This paper cites Quentin: an ultra-low-power pulpissimo soc in 22nm fdx,.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension Quentin: an ultra-low-power pulpissimo soc in 22nm fdx,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:00:06.846515Z

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.

Observation 1364e24d-3973-41dd-893c-59a525c43210 · outbound

This paper cites Chip-chat: Chal- lenges and opportunities in conversational hardware design,.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension Chip-chat: Chal- lenges and opportunities in conversational hardware design,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T15:00:06.161203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ad421d3-745d-4a91-8084-e40c36675efc · outbound

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

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension Chipgpt: How far are we from natural language hardware design,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T15:00:06.170095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 973ddbd9-ba7e-4a99-85b6-a87ee6b98fe7 · outbound

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

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension Rtllm: An open-source benchmark for design rtl generation with large language model,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T15:00:06.176247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a29e6b83-6c24-44c7-b7ca-9d194183c53b · outbound

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

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension AutoChip: Automating HDL Generation Using LLM Feedback

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T15:00:06.182246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d383c883-34b3-4d23-8193-d02c5677d777 · outbound

This paper cites BetterV: Controlled Verilog Generation with Discriminative Guidance.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension BetterV: Controlled Verilog Generation with Discriminative Guidance

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T15:00:06.188073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7dc14653-9ef4-40cb-a293-681d97410a72 · outbound

This paper cites StarCoder: may the source be with you!.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension StarCoder: may the source be with you!

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T15:00:06.194953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0a6eaf1-fa8c-4e09-913a-7e5609b4a427 · outbound

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

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension AGON: Automated Design Framework for Customizing Processors from ISA Documents

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-15T15:00:06.513068Z

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.

Observation 6f40bd87-320d-4a6d-95c8-744391e199e9 · outbound

This paper cites Lost in the Middle: How Language Models Use Long Contexts.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension Lost in the Middle: How Language Models Use Long Contexts

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T15:00:06.207283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2f8c990-9a49-4ebe-a8c2-6acf0e896703 · outbound

This paper cites Qwen3 Technical Report.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension Qwen3 Technical Report

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T15:00:06.211952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8435d525-196d-4fb2-90b0-b18a6a4e680b · outbound

This paper cites Near-threshold risc- v core with dsp extensions for scalable iot endpoint devices,.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension Near-threshold risc- v core with dsp extensions for scalable iot endpoint devices,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T15:00:06.217270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68228a98-7281-4232-a9a5-ac5ad612a4bd · outbound

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

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension Rtlfixer: Automatically fixing rtl syntax errors with large language model,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T15:00:06.222798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34b47d4b-3b29-4c60-8738-8f18d2976bc3 · outbound

This paper cites riscv-formal,.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension riscv-formal,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:00:06.796924Z

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.

Observation fa40f7a2-834f-4fd4-b1f2-2a2d04860745 · outbound

This paper cites Llm compiler: Foundation language models for compiler optimization,.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension Llm compiler: Foundation language models for compiler optimization,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:00:06.784365Z

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.

Observation c0fa18b5-b327-464c-ae23-4ce152336620 · outbound

This paper cites Qimeng-gemm: Automatically generating high-performance matrix multiplication code by exploiting large language models,.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension Qimeng-gemm: Automatically generating high-performance matrix multiplication code by exploiting large language models,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:00:06.770533Z

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.

Observation fbe9ff61-86ea-4096-b42c-14b5b4d7bc0e · outbound

This paper cites Llm-driven cross-platform code generation for polyhe- dral optimized npdp codes,.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension Llm-driven cross-platform code generation for polyhe- dral optimized npdp codes,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:00:06.759215Z

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.

Observation 58ac6781-a19d-4e93-bc3d-ba88940a8fd9 · outbound

This paper cites LLM-Aided Compilation for Tensor Accelerators.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension LLM-Aided Compilation for Tensor Accelerators

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T15:00:06.247873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a7b73c0-499b-48da-8e11-b13cc0e5cf72 · outbound

This paper cites Verilator,.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension Verilator,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:00:06.746896Z

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.

Observation ff91d39f-2265-4472-aaa4-6a75ec9c69c5 · outbound

This paper cites LangChain,.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension LangChain,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T15:00:06.257939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d065551b-bba2-4a84-b83b-75ecf1078ecb · outbound

This paper cites Hdlxgraph: Bridging large language models and graph- based hdl representation,.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension Hdlxgraph: Bridging large language models and graph- based hdl representation,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:00:06.728318Z

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.

Observation 4bd7f137-8ad0-43cc-94a5-94b90b03fd26 · outbound

This paper cites Moatless Tools,.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension Moatless Tools,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:00:06.716492Z

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.

Observation 2630f9b6-899b-4cbe-bb28-16ba7a42f888 · outbound

This paper cites Openhands: An open platform for AI software developers as generalist agents,.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension Openhands: An open platform for AI software developers as generalist agents,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T15:00:06.272012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c3135cf-07bc-4945-8c79-c8c18bb35f25 · outbound

This paper cites Towards Developing High Performance RISC-V Processors Using Agile Methodology,.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension Towards Developing High Performance RISC-V Processors Using Agile Methodology,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:00:06.697450Z

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.

Observation bb4b0478-0217-4da4-9fba-e1dfe43345ab · outbound

This paper cites Encore: Efficient architecture verification framework with fpga acceleration,.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension Encore: Efficient architecture verification framework with fpga acceleration,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T15:00:06.281837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f76a261f-b94c-45ec-86e8-7d785dc3e575 · outbound

This paper cites Picorv32 – a size-optimized risc-v cpu core,.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension Picorv32 – a size-optimized risc-v cpu core,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:00:06.685915Z

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.

Observation d4a77136-4280-4188-a343-9ab34e32806f · outbound

This paper cites Hummingbirdv2 e203 core and soc,.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension Hummingbirdv2 e203 core and soc,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:00:06.673089Z

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.

Observation e2289ac4-bbb7-4245-add1-158638d1c658 · outbound

This paper cites Ibex: An embedded 32-bit RISC-V CPU core,.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension Ibex: An embedded 32-bit RISC-V CPU core,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:00:06.659914Z

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.

Observation 2f607f20-4d4c-4ba3-a94f-9b4d0c97b9d3 · outbound

This paper cites The probabilistic relevance frame- work: Bm25 and beyond,.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension The probabilistic relevance frame- work: Bm25 and beyond,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T15:00:06.303448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64a4c6d9-ae4d-4ea8-a40c-8d13af0fb01e · outbound

This paper cites CodeT5+: Open code large language models for code understanding and generation,.

LACE: Large Language Model Aided Multi-Agent Framework for Agile RISC-V Instruction Extension CodeT5+: Open code large language models for code understanding and generation,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:00:06.639454Z

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.

Pith citing papers

No inbound Pith citation observations are available.