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Clover: Clo sed-Loop Ver ifiable Code Generation
The use of large language models for code generation is a rapidly growing trend in software
development. However, without effective methods for ensuring the correctness of generated …
development. However, without effective methods for ensuring the correctness of generated …
Assertllm: Generating and evaluating hardware verification assertions from design specifications via multi-llms
Assertion-based verification (ABV) is a critical method for ensuring design circuits comply
with their architectural specifications, which are typically described in natural language. This …
with their architectural specifications, which are typically described in natural language. This …
[HTML][HTML] The potential of llms in hardware design
The unprecedented success of Large Language Models (LLMs) like ChatGPT across
diverse domains such as natural language understanding and coding has paved the way for …
diverse domains such as natural language understanding and coding has paved the way for …
Large circuit models: opportunities and challenges
Within the electronic design automation (EDA) domain, artificial intelligence (AI)-driven
solutions have emerged as formidable tools, yet they typically augment rather than redefine …
solutions have emerged as formidable tools, yet they typically augment rather than redefine …
Llm4sechw: Leveraging domain-specific large language model for hardware debugging
This paper presents LLM4S EC HW, a novel framework for hardware debugging that
leverages domain-specific Large Language Model (LLM). Despite the success of LLMs in …
leverages domain-specific Large Language Model (LLM). Despite the success of LLMs in …
AssertLLM: Generating Hardware Verification Assertions from Design Specifications via Multi-LLMs
Assertion-based verification (ABV) is a critical method for ensuring design circuits comply
with their architectural specifications, which are typically described in natural language. This …
with their architectural specifications, which are typically described in natural language. This …
The dawn of ai-native eda: Promises and challenges of large circuit models
Within the Electronic Design Automation (EDA) domain, AI-driven solutions have emerged
as formidable tools, yet they typically augment rather than redefine existing methodologies …
as formidable tools, yet they typically augment rather than redefine existing methodologies …
From Bugs to Fixes: HDL Bug Identification and Patching using LLMs and RAG
In this paper, for the first time, we present a methodology that combines Retrieval
Augmented Generation (RAG) with Large Language Models (LLM) to help with the …
Augmented Generation (RAG) with Large Language Models (LLM) to help with the …
Late breaking results: LLM-assisted automated incremental proof generation for hardware verification
In this paper, we propose a methodology for hardware verification assisted by Large
Language Models (LLMs) in the incremental proof generation process. First, an LLM …
Language Models (LLMs) in the incremental proof generation process. First, an LLM …
Llm-guided formal verification coupled with mutation testing
The increasing complexity of modern hardware designs poses significant challenges for
design verification, particularly defining and verifying properties and invariants manually …
design verification, particularly defining and verifying properties and invariants manually …