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Although Large Language Models (LLMs) have established pre-dominance in automated code generation, they are not devoid of shortcomings.
“Ro{BERT}a: A Robustly Optimized {BERT} Pretraining Approach”, 2020
Yinhan Liu et al · 1907
Earlier work this paper cites.
“Bringing Semantics to Web Services: the OWL-S approach”
David Martin et al · 2004
Earlier work this paper cites.
“Automatic code generation from a UML model to IEC 61131-3 and system configuration tools”
B. Vogel-Heuser, D. Witsch and U. Katzke · 2005
Earlier work this paper cites.
“Model-Based Design of Embedded Systems”
Pieter Mosterman · 2007
Earlier work this paper cites.
“Evaluating software engineering methods in the context of automation applications”
Alpana Dubey · 2011
Earlier work this paper cites.
“A model-based design methodology for cyber-physical systems”
Jeff. Jensen, Danica. Chang and Edward. Lee · 2011
Earlier work this paper cites.
“Towards parallel execution of IEC 61131 industrial cyber-physical systems applications”
Arquimedes Canedo and Mohammad Al-Faruque · 2012
Earlier work this paper cites.
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Herbert Prähofer et al · 2012
Earlier work this paper cites.
“Semantics-based composition of factory automation processes encapsulated by web services”
Juha Puttonen, Andrei Lobov and José Lastra · 2012
Earlier work this paper cites.
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Jan Blech and Sidi Biha · 2013
Earlier work this paper cites.
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Robert Coop and Itamar Arel · 2013
Earlier work this paper cites.
“Programmable Controllers – Part 3: Programming Languages”, 2013
International Electrotechnical Commission · 2013
Earlier work this paper cites.
“Construction and verification of PLC programs by LTL specification”
E.V. Kuzmin, A.A. Shipov and D.A. Ryabukhin · 2013
Earlier work this paper cites.
“Tool support for an automatic transformation of GRAFCET specifications into IEC 61131-3 control code”
Frank Schumacher, Sebastian Schröck and Alexander Fay · 2013
Earlier work this paper cites.
“The nuXmv symbolic model checker”
Roberto Cavada et al · 2014
Earlier work this paper cites.
“Network as automation platform for collaborative E-car charging at the residential premises” US Patent 8,957,634, Google Patents, 2015
George Lo et al · 2015
Earlier work this paper cites.
“An overview of model checking practices on verification of PLC software”
Tolga Ovatman, Atakan Aral, Davut Polat and Ali Ünver · 2016
Earlier work this paper cites.
“Static code analysis of IEC 61131-3 programs: Comprehensive tool support and experiences from large-scale industrial application”
Herbert Prähofer, Florian Angerer, Rudolf Ramler and Friedrich Grillenberger · 2016
Earlier work this paper cites.
“MATIEC” Source code repository, 2017
Nucleron · 2017
Earlier work this paper cites.
“Attention is all you need”
Ashish Vaswani et al · 2017
Earlier work this paper cites.
“Model-Based Design Automation of Hardware/Software Co-Designs for Xilinx Zynq PSoCs”
Franz-Josef Streit et al · 2018
Earlier work this paper cites.
“Model-Based Design of Complex Aeronautical Systems Through Digital Twin and Thread Concepts”
Gray Bachelor, Eugenio Brusa, Davide Ferretto and Andreas Mitschke · 2019
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“Automated Test Generation for IEC 61131-3 ST Programs via Dynamic Symbolic Execution”
Li Hao, Jianqi Shi, Ting Su and Yanhong Huang · 2019
Cited alongside, same era.
“Language models are unsupervised multitask learners”
Alec Radford et al · 2019
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“Supporting troubleshooting in machine and plant manufacturing by backstepping of PLC-control software”
Bernhard Werner et al · 2020
Cited alongside, same era.
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Mark Chen et al · 2021
Cited alongside, same era.
“Parameter-Efficient Tuning Makes a Good Classification Head”, 2022
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Later among the works it cites.
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FischerTechnik · 2023
Later among the works it cites.
Junyi Lu et al · 2023
Later among the works it cites.
“Model Based Design in Automotive Open System Architecture”
Bhavesh Mudhivarthi et al · 2023
Later among the works it cites.
“A Comprehensive Overview of Large Language Models”, 2023
Humza Naveed et al · 2023
Later among the works it cites.
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Weigang He et al · 2021
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“Codexglue: A machine learning benchmark dataset for code understanding and generation”
Shuai Lu et al · 2021
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“Examining Zero-Shot Vulnerability Repair with Large Language Models”, 2021
Hammond Pearce et al · 2021
Cited alongside, same era.
“Finetuned Language Models Are Zero-Shot Learners”, 2021
Jason Wei et al · 2021
Cited alongside, same era.
“SynShine: Improved Fixing of Syntax Errors”
T. Ahmed, N. Ledesma and P. Devanbu · 2022
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“Automated generation of PLC code for implementing mode-based control algorithms in buildings”
Xiaoye Cai, Ruochen Shi, Alexander Kümpell and Dirk Müller · 2022
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Sahar Deppe et al · 2022
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“GPT-4 Technical Report”, 2023
OpenAI · 2023
Later among the works it cites.
“OSCAT BASIC” Product description and specifications, 2023
OSCAT · 2023
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“Understanding the Effectiveness of Early Weight Averaging for Training Large Language Models”, 2023
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“Domain Adaptive Code Completion via Language Models and Decoupled Domain Databases”
Ze Tang et al · 2023
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“The potential of LLMs for coding with low-resource and domain-specific programming languages”, 2023
Artur Tarassow · 2023
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“VeriGen: A Large Language Model for Verilog Code Generation”
Shailja Thakur et al · 2023
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Alexander Tornede et al · 2023
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“Llama 2: Open Foundation and Fine-Tuned Chat Models”, 2023
Hugo Touvron et al · 2023
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“LLaMA: open and efficient foundation language models, 2023”
Hugo Touvron et al · 2023
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Honglin Xiong et al · 2023
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Junjie Ye et al · 2023
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“CFG2VEC: Hierarchical Graph Neural Network for Cross-Architectural Software Reverse Engineering”
Shih-Yuan Yu et al · 2023
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