Cover Image

Structure- and Event-Driven Frameworks for State Machine Modeling with Large Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Abdulkarim, Samer, Boyd, Evan, Bridi, Karl, Tufenkjian, Alec, Chen, Boqi, Mussbacher, Gunter
Format:	Preprint
Published:	2026
Subjects:	Software Engineering
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Accurate and Consistent Graph Model Generation from Text with Large Language Models
by: Chen, Boqi, et al.
Published: (2025)

SHERPA: A Model-Driven Framework for Large Language Model Execution
by: Chen, Boqi, et al.
Published: (2025)

LLM-Assisted Repository-Level Generation with Structured Spec-Driven Engineering
by: Feng, Shuzhao, et al.
Published: (2026)

LLM-based Satisfiability Checking of String Requirements by Consistent Data and Checker Generation
by: Chen, Boqi, et al.
Published: (2025)

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages
by: Chen, Boqi, et al.
Published: (2024)

MCeT: Behavioral Model Correctness Evaluation using Large Language Models
by: Ahmed, Khaled, et al.
Published: (2025)

On Inter-dataset Code Duplication and Data Leakage in Large Language Models
by: López, José Antonio Hernández, et al.
Published: (2024)

Hierarchical Evaluation of Software Design Capabilities of Large Language Models of Code
by: Saad, Mootez, et al.
Published: (2025)

Cottontail: Large Language Model-Driven Concolic Execution for Highly Structured Test Input Generation
by: Tu, Haoxin, et al.
Published: (2025)

On the use of Large Language Models in Model-Driven Engineering
by: Di Rocco, Juri, et al.
Published: (2024)

Testing Framework Migration with Large Language Models
by: Alves, Altino, et al.
Published: (2026)

Behaviour Driven Development Scenario Generation with Large Language Models
by: Rathnayake, Amila, et al.
Published: (2026)

State Machine Model for The Update Framework (TUF)
by: Romansky, Brian, et al.
Published: (2025)

Towards Understanding Bugs in Distributed Training and Inference Frameworks for Large Language Models
by: Yu, Xiao, et al.
Published: (2025)

Mutation Testing via Iterative Large Language Model-Driven Scientific Debugging
by: Straubinger, Philipp, et al.
Published: (2025)

Can Large Language Models Model Programs Formally?
by: Chen, Zhiyong, et al.
Published: (2026)

Understanding Large Language Model Supply Chain: Structure, Domain, and Vulnerabilities
by: Hu, Yanzhe, et al.
Published: (2025)

Specification-Driven Code Translation Powered by Large Language Models: How Far Are We?
by: Saha, Soumit Kanti, et al.
Published: (2024)

DistillSeq: A Framework for Safety Alignment Testing in Large Language Models using Knowledge Distillation
by: Yang, Mingke, et al.
Published: (2024)

STELLAR: A Search-Based Testing Framework for Large Language Model Applications
by: Sorokin, Lev, et al.
Published: (2026)

Toward Systematic Counterfactual Fairness Evaluation of Large Language Models: The CAFFE Framework
by: Parziale, Alessandra, et al.
Published: (2025)

Aligning Requirement for Large Language Model's Code Generation
by: Tian, Zhao, et al.
Published: (2025)

Refactoring to Pythonic Idioms: A Hybrid Knowledge-Driven Approach Leveraging Large Language Models
by: Zhang, Zejun, et al.
Published: (2024)

An Exploratory Study of Bayesian Prompt Optimization for Test-Driven Code Generation with Large Language Models
by: Tomar, Shlok, et al.
Published: (2025)

Narrowing the Complexity Gap in the Evaluation of Large Language Models
by: Chen, Yang, et al.
Published: (2026)

Generative AI in Systems Engineering: A Framework for Risk Assessment of Large Language Models
by: Otten, Stefan, et al.
Published: (2026)

FeedbackEval: A Benchmark for Evaluating Large Language Models in Feedback-Driven Code Repair Tasks
by: Dai, Dekun, et al.
Published: (2025)

ALPINE: An adaptive language-agnostic pruning method for language models for code
by: Saad, Mootez, et al.
Published: (2024)

Scaling Data-Driven Building Energy Modelling using Large Language Models
by: Khadka, Sunil, et al.
Published: (2024)

Large Language Model-Driven Code Compliance Checking in Building Information Modeling
by: Madireddy, Soumya, et al.
Published: (2025)

Improving Compiler Bug Isolation by Leveraging Large Language Models
by: Qi, Yixian, et al.
Published: (2025)

Empowering AIOps: Leveraging Large Language Models for IT Operations Management
by: Vitui, Arthur, et al.
Published: (2025)

On the Evaluation of Large Language Models in Unit Test Generation
by: Yang, Lin, et al.
Published: (2024)

Towards an Understanding of Large Language Models in Software Engineering Tasks
by: Zheng, Zibin, et al.
Published: (2023)

Advancing Code Coverage: Incorporating Program Analysis with Large Language Models
by: Yang, Chen, et al.
Published: (2024)

On the Evaluation of Large Language Models in Multilingual Vulnerability Repair
by: wang, Dong, et al.
Published: (2025)

Rethinking Code Complexity Through the Lens of Large Language Models
by: Xie, Chen, et al.
Published: (2026)

Chat-like Asserts Prediction with the Support of Large Language Model
by: Wang, Han, et al.
Published: (2024)

APIDocBooster: An Extract-Then-Abstract Framework Leveraging Large Language Models for Augmenting API Documentation
by: Yang, Chengran, et al.
Published: (2023)

A Survey on Large Language Models for Software Engineering
by: Zhang, Quanjun, et al.
Published: (2023)