Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study | Paper Citation Record

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This paper cites Computers in Industry 161, 104128 (2024).

Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study Computers in Industry 161, 104128 (2024)

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This paper cites Translational and Clini- cal Pharmacology 32(2), 73–82 (2024).

Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study Translational and Clini- cal Pharmacology 32(2), 73–82 (2024)

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This paper cites In: 2019 IEEE/ACM 41st International Confer- ence on Software Engineering: Software Engi- neering in Practice (ICSE-SEIP).

Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: 2019 IEEE/ACM 41st International Confer- ence on Software Engineering: Software Engi- neering in Practice (ICSE-SEIP)

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study encyclo- pedia of software engineering-2 volume set

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This paper cites In: Proceedings of the HILDA Workshop co-located with SIGMOD (2024).

Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: Proceedings of the HILDA Workshop co-located with SIGMOD (2024)

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This paper cites In: Proceedings of the 3rd Eclipse Security, AI, Architecture and Mod- elling Conference on Cloud to Edge Continuum.

Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: Proceedings of the 3rd Eclipse Security, AI, Architecture and Mod- elling Conference on Cloud to Edge Continuum

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: Proceedings of the 44th International Confer- ence on Software Engineering

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study Journal of Pre- ventive Medicine and Hygiene 65(2), E285– E289 (2024)

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This paper cites IEEE Trans- actions on Visualization and Computer Graphics 31(1), 1301–1311 (Jan 2025).

Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study IEEE Trans- actions on Visualization and Computer Graphics 31(1), 1301–1311 (Jan 2025)

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: 2023 International Conference on Artificial Intel- ligence, Blockchain, Cloud Computing, and Data Analytics (ICoABCD)

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This paper cites Data Augmentation using Large Language Models: Data Perspectives, Learning Paradigms and Challenges.

Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study Data Augmentation using Large Language Models: Data Perspectives, Learning Paradigms and Challenges

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This paper cites In: Casta˜ neda, A., Enea, C., Gupta, N.

Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: Casta˜ neda, A., Enea, C., Gupta, N

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study Com- mun

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study Neuro-Oncology Advances 7(1), vdae230 (Dec 2024)

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This paper cites IEEE Transactions on Visualization and Com- puter Graphics 31(1), 514–524 (Jan 2025).

Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study IEEE Transactions on Visualization and Com- puter Graphics 31(1), 514–524 (Jan 2025)

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: 2024 IEEE International Conference on Web Services (ICWS)

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This paper cites In: Proceedings of the 7th ACM SIGSPATIAL International Workshop on AI for Geographic Knowl- edge Discovery.

Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: Proceedings of the 7th ACM SIGSPATIAL International Workshop on AI for Geographic Knowl- edge Discovery

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: Proceedings of the Conference on Human Factors in Computing Systems (CHI) (2024)

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study Proceedings of the VLDB Endowment 16(12), 4114–4115 (2023)

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study Big Data and Cognitive Computing 7(2), 62 (2023)

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: 16th International Conference on Spa- tial Information Theory (COSIT 2024)

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: Proceedings of the 37th Conference on Neural Information Processing Systems (NeurIPS)

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study ACM Transactions on Software Engineering and Methodology pp

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: Proceedings of Machine Learning Research

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study Jour- nal of Global Health 14, 04070 (Mar 2024)

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This paper cites https://www.institutedata.com/us/blog/ 5-steps-in-data-science-lifecycle/ (2025), accessed: 2025-07-08.

Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study https://www.institutedata.com/us/blog/ 5-steps-in-data-science-lifecycle/ (2025), accessed: 2025-07-08

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study CCF Transactions on Perva- sive Computing and Interaction 6, 199–227 (2024)

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study https://doi.org/10.1007/s10994-022-06259-9

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study ISPRS Inter- national Journal of Geo-Information 13(1) (2024)

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study Scaling Data-Driven Building Energy Modelling using Large Language Models

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: 2024 2nd International Conference on Self Sustainable Artificial Intelligence Sys- tems (ICSSAS)

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: International Conference on Machine Learning

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: 2024 IEEE Conference on Artificial Intel- ligence (CAI)

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study IT Professional 20(1), 45–52 (2018)

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: Industry Track (EMNLP)

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study IEEE Access 11, 45181–45193 (2023)

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: 2024 IEEE 3rd International Conference on AI in Cyberse- curity (ICAIC)

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: 2023 Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE)

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: 2024 11th IEEE Swiss Conference on Data Science (SDS)

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: World Conference on Infor- mation Systems and Technologies

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: 2025 IEEE/ACM 22nd Inter- national Conference on Mining Software 17 Repositories (MSR)

Reference 48

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: 2023 IEEE international conference on big data (BigData)

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: International Conference on Human-Computer Interaction

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study Journal of Soft- ware: Evolution and Process 37(1) (2025)

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: 2024 Interna- tional Research Conference on Smart Com- puting and Systems Engineering (SCSE)

Reference 52

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This paper cites In: 2024 IEEE International Conference on Big Data (BigData).

Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: 2024 IEEE International Conference on Big Data (BigData)

Reference 53

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study International Journal of Intelligent Systems and Applications in Engineering 12(17s), 700–705 (Feb 2024), https://ijisae.org/index

Reference 54

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study GPT-4 Technical Report

Reference 55

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: Arai, K

Reference 56

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This paper cites IEEE Access 11, 45972–45988 (2023).

Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study IEEE Access 11, 45972–45988 (2023)

Reference 57

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Reference 58

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: 2023 IEEE EMBS International Conference on Biomedical and Health Infor- matics (BHI)

Reference 59

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Eval- uation (LREC-COLING 2024)

Reference 60

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study SPE East- ern Regional Meeting (2024), https://api

Reference 61

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: Proceedings of the 26th Australasian Computing Education Conference

Reference 62

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study Advances in Neural Information Processing Systems 36, 38154–38180 (2023)

Reference 63

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: ICT for Intel- ligent Systems

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: 2024 4th International Conference on Pervasive Computing and Social Networking (ICPCSN)

Reference 66

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: Al-Onaizan, Y., Bansal, M., Chen, Y.N

Reference 67

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study Nature Communications 15(1), 1603 (2024)

Reference 68

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study Gemini: A Family of Highly Capable Multimodal Models

Reference 69

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 70

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study https://doi.org/10.3389/feduc.2024.1418006

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: 2024 11th IEEE Swiss Conference on Data Science (SDS)

Reference 72

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Reference 73

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: Proceedings of the 4th international confer- ence on the practical applications of knowl- edge discovery and data mining

Reference 74

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Reference 75

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Reference 76

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study IEEE Internet of Things Magazine 8(1), 26– 33 (2024)

Reference 77

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Reference 78

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Reference 79

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: Ku, L.W., Martins, A., Srikumar, V

Reference 80

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: Proceedings of the European Chapter of the Association for Computational Linguistics (EACL) (2024), https://aclanthology.org/2024.eacl-long.179/

Reference 81

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: Proceedings of the IEEE Interna- tional Conference on Information Reuse and Integration (IRI)

Reference 82

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: Proceedings of the VLDB Endow- ment

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study IEEE Transactions on Visualization and Computer Graphics (2024)

Reference 84

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study IEEE Transactions on Visu- alization and Computer Graphics 31(3), 1830–1847 (2024)

Reference 85

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study Journal of Information Systems Education 35, 138–143 (01 2024)

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Pith citing papers