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1

Thrilled by Your Progress! Large Language Models (GPT-4) No Longer Struggle to Pass Assessments in Higher Education Programming Courses
Savelka, Jaromir ; Agarwal, Arav ; An, Marshall ; et al.
Proceedings of the 2023 ACM Conference on International Computing Education Research - Volume 1. :78-92

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3

Automated Generation of Issue-Reproducing Tests by Combining LLMs and Search-Based Testing
Kitsios, Konstantinos ; Castelluccio, Marco ; Bacchelli, Alberto
2025 40th IEEE/ACM International Conference on Automated Software Engineering (ASE) ASE Automated Software Engineering (ASE), 2025 40th IEEE/ACM International Conference on. :1982-1994 Nov, 2025

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4

LLM-based Iterative Approach to Metamodeling in Automotive
Petrovic, Nenad ; Pan, Fengjunjie ; Zolfaghari, Vahid ; et al.
2025 2nd International Generative AI and Computational Language Modelling Conference (GACLM) Generative AI and Computational Language Modelling Conference (GACLM), 2025 2nd International. :266-271 Aug, 2025

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5

Intermediate Python and Large Language Models
Grigorov, Dilyan
ISBN 9798868814747 9798868814754.

Buch
6

StepGrade: Grading Programming Assignments with Context-Aware LLMs
Akyash, Mohammad ; Azar, Kimia Zamiri ; Mardani Kamali, Hadi
2025 IEEE Integrated STEM Education Conference (ISEC) Integrated STEM Education Conference (ISEC), 2025 IEEE. :1-6 Mar, 2025

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8

VToT: Automatic Verilog Generation via LLMs with Tree of Thoughts Prompting
Zhou, Yingjie ; Chen, Renzhi ; Li, Xinyu ; et al.
2025 Design, Automation & Test in Europe Conference (DATE) Design, Automation & Test in Europe Conference (DATE), 2025. :1-2 Mar, 2025

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9

A High-Quality Generation Approach for Educational Programming Projects Using LLM
Song, T. ; Zhang, H. ; Xiao, Y.
IEEE Transactions on Learning Technologies IEEE Trans. Learning Technol. Learning Technologies, IEEE Transactions on. 17:2242-2255 2024

Fachzeitschrift
10

Thinktank: Leveraging LLM Reasoning for Advanced Task Execution in CI/CD
Keller, Tim
2024 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW) ICSTW Software Testing, Verification and Validation Workshops (ICSTW), 2024 IEEE International Conference on. :108-108 May, 2024

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11

An LPDDR-based CXL-PNM Platform for TCO-efficient Inference of Transformer-based Large Language Models
Park, S.-S. ; Kim, K. ; So, J. ; et al.
2024 IEEE International Symposium on High-Performance Computer Architecture (HPCA) HPCA High-Performance Computer Architecture (HPCA), 2024 IEEE International Symposium on. :970-982 Mar, 2024

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12

A Tool for In-depth Analysis of Code Execution Reasoning of Large Language Models
Liu, Changshu ; Jabbarvand, Reyhan
Proceedings of the 33rd ACM International Conference on the Foundations of Software Engineering. :1178-1182

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13

Make a Donut: Hierarchical EMD-Space Planning for Zero-Shot Deformable Manipulation With Tools
You, Y. ; Shen, W.B. ; Deng, C. ; et al.
IEEE Robotics and Automation Letters IEEE Robot. Autom. Lett. Robotics and Automation Letters, IEEE. 10(4):3270-3277 Apr, 2025

Fachzeitschrift
14

Comparative Analysis of ChatGPT, DeepSeek, and Gemini for Automated Code Generation
Shahzad, Khuram ; Iqbal, Sohail
2025 18th International Conference on Engineering of Modern Electric Systems (EMES) Engineering of Modern Electric Systems (EMES), 2025 18th International Conference on. :1-4 May, 2025

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15

QURE: AI-Assisted and Automatically Verified UDF Inlining
Siddiqui, Tarique ; König, Arnd Christian ; Cao, Jiashen ; et al.
Proceedings of the ACM on Management of Data - SIGMOD. 3(1):1-26

Fachzeitschrift
17

Building Advanced Applications Powered by LLMs with LangChain and Python
Grigorov, Dilyan
Intermediate Python and Large Language Models ; page 139-221 ; ISBN 9798868814747 9798868814754

Buch
18

Intermediate Python and Large Language Models
Dilyan Grigorov ; Dilyan Grigorov

Natural language process... Python (Computer program...
E-Book
19

Java Code Generation Using Prompt Engineering Techniques.
Truong, A. ; Le, Phuong ; Tran, Hau
International Journal of Software Engineering & Knowledge Engineering. Jan2026, p1-28. 28p. 4 Illustrations.

NATURAL language process... COMPUTER software develo... JAVA programming languag... CODE generators LANGUAGE models
Fachzeitschrift
20

GeoJSON agents: a multi-agent LLM architecture for geospatial analysis—function calling vs. code generation
Qianqian Luo ; Qingming Lin ; Liuchang Xu ; et al.
Big Earth Data, Pp 1-55 (2026)

Large language model multi-agent systems GeoJSON function calling code generation GeoAI
Fachzeitschrift

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