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20242026
most citedBridging Natural Language and Formal Specification--Automated Translation of Software Requirements to LTL via Hierarchical Semantics Decomposition Using LLMs

6 citations · 8 across the 8 of their papers we have counts for

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5 papers · 1 filter

cs.SE2026

Large Language Models for Multilingual Code Intelligence: A Survey

Chao Jiang, Dugang Liu, Cheng Wen +6

Large language models have transformed AI-assisted software engineering, but current research remains biased toward high-resource languages such as Python, with weaker performance…

cs.SE2026

Automated LTL Specification Generation from Industrial Aerospace Requirements

Zhi Ma, Xiao Liang, Cheng Wen +5

In the development and verification of safety-critical aero-space software, Linear Temporal Logic (LTL) has been widely used to specify complex system properties derived from requi…

cs.SE2025★ 6 cited

Bridging Natural Language and Formal Specification--Automated Translation of Software Requirements to LTL via Hierarchical Semantics Decomposition Using LLMs

Zhi Ma, Cheng Wen, Zhexin Su +4

Automating the translation of natural language (NL) software requirements into formal specifications remains a critical challenge in scaling formal verification practices to indust…

cs.SE2025

MFH: A Multi-faceted Heuristic Algorithm Selection Approach for Software Verification

Jie Su, Liansai Deng, Cheng Wen +6

Currently, many verification algorithms are available to improve the reliability of software systems. Selecting the appropriate verification algorithm typically demands domain expe…

cs.SE2024

Enchanting Program Specification Synthesis by Large Language Models using Static Analysis and Program Verification

Cheng Wen, Jialun Cao, Jie Su +6

Formal verification provides a rigorous and systematic approach to ensure the correctness and reliability of software systems. Yet, constructing specifications for the full proof r…