Paper Citation Record · LEDGER

Improving LLM-Powered EDA Assistants with RAFT

As of 8 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2506.06500.

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

pith.paper-citation-record.v1
2506.06500 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:58:43.740858Z

measured 18 of 18 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 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

18 of 18 outbound references displayed

verified exact0
verified fuzzy10
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9bc5236e-171a-44b5-b499-b9f562ff1642 · outbound

This paper cites GPT-4 Technical Report.

Improving LLM-Powered EDA Assistants with RAFT GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T05:58:40.944661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73b0cca2-60f1-4037-a119-5aec33c16292 · outbound

This paper cites Retrieval- augmented generation for knowledge-intensive nlp tasks,.

Improving LLM-Powered EDA Assistants with RAFT Retrieval- augmented generation for knowledge-intensive nlp tasks,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T05:58:41.088367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16f06fc9-3bf9-4abd-8f94-6422c7a6a43f · outbound

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

Improving LLM-Powered EDA Assistants with RAFT ChipNeMo: Domain-Adapted LLMs for Chip Design

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T05:58:41.255690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51deb4a4-b9df-4140-961d-b19b5bd96dda · outbound

This paper cites Ask-eda: A design assistant empowered by llm, hybrid rag and abbreviation de-hallucination,.

Improving LLM-Powered EDA Assistants with RAFT Ask-eda: A design assistant empowered by llm, hybrid rag and abbreviation de-hallucination,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:58:46.693749Z

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 18307bd6-b491-4337-83e5-a7804b2ffb48 · outbound

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

Improving LLM-Powered EDA Assistants with RAFT Chateda: A large language model powered autonomous agent for eda,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:58:46.372730Z

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 9fd387cb-87b8-4bf5-94b5-8c50529cd41e · outbound

This paper cites Openroad-assistant: An open-source large language model for physical design tasks,.

Improving LLM-Powered EDA Assistants with RAFT Openroad-assistant: An open-source large language model for physical design tasks,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:58:46.119138Z

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 0b54da8e-5e92-4519-8d18-f263b20f8bf3 · outbound

This paper cites Raft: Adapting language model to domain specific rag,.

Improving LLM-Powered EDA Assistants with RAFT Raft: Adapting language model to domain specific rag,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:58:45.848916Z

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 6a078265-d079-4630-8ccb-c062ff99d7cd · outbound

This paper cites Eda corpus: A large language model dataset for enhanced interaction with openroad,.

Improving LLM-Powered EDA Assistants with RAFT Eda corpus: A large language model dataset for enhanced interaction with openroad,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:58:45.559900Z

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 b5c364f2-df5a-4958-8335-fbcb93a0411a · outbound

This paper cites Sentence-bert: Sentence embeddings using siamese bert-networks,.

Improving LLM-Powered EDA Assistants with RAFT Sentence-bert: Sentence embeddings using siamese bert-networks,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T05:58:42.305130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c83a0484-eacb-40d3-a1f2-8edeb910c5ed · outbound

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

Improving LLM-Powered EDA Assistants with RAFT The probabilistic relevance frame- work: Bm25 and beyond,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:58:45.250844Z

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 5a8f0573-021d-4e11-8294-c12cdf78f740 · outbound

This paper cites Elasticsearch,.

Improving LLM-Powered EDA Assistants with RAFT Elasticsearch,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:58:44.906737Z

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 dd496447-4407-42a8-b38c-000192eada3f · outbound

This paper cites DeepSeek-V3 Technical Report.

Improving LLM-Powered EDA Assistants with RAFT DeepSeek-V3 Technical Report

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T05:58:42.858255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16a4689c-70e9-4dfa-9ca4-00c357275a04 · outbound

This paper cites The Llama 3 Herd of Models.

Improving LLM-Powered EDA Assistants with RAFT The Llama 3 Herd of Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T05:58:43.031748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1f20350-e245-45c6-abfd-63e51709b685 · outbound

This paper cites Unsloth,.

Improving LLM-Powered EDA Assistants with RAFT Unsloth,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:58:44.612563Z

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 5c1b365a-a7ad-4b49-bc6a-b4a3994bf5f4 · outbound

This paper cites Lora: Low-rank adaptation of large language models.

Improving LLM-Powered EDA Assistants with RAFT Lora: Low-rank adaptation of large language models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T05:58:43.303485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c47e4b3b-bad4-475b-b090-52623b09fa9c · outbound

This paper cites IBM SLATE-125M English Retriever v2 Model Card,.

Improving LLM-Powered EDA Assistants with RAFT IBM SLATE-125M English Retriever v2 Model Card,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:58:44.358615Z

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 b35ae98f-6631-42b6-abf3-7dbeb78c8f14 · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

Improving LLM-Powered EDA Assistants with RAFT BERTScore: Evaluating Text Generation with BERT

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T05:58:43.553128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ca15426-3f50-465b-a00c-57e644aea559 · outbound

This paper cites Bartscore: Evaluating generated text as text generation,.

Improving LLM-Powered EDA Assistants with RAFT Bartscore: Evaluating generated text as text generation,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:58:44.039871Z

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.

Pith citing papers

No inbound Pith citation observations are available.