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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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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This paper cites In: Proceedings of the Conference on Human Factors in Computing Systems (CHI) (2024).

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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This paper cites Proceedings of the VLDB Endowment 16(12), 4114–4115 (2023).

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)

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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)

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:09:33.515352Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b803f12d-8afd-46be-8812-d3b1f0e95b77 · outbound

This paper cites International Journal of Intelligent Systems and Applications in Engineering 12(17s), 700–705 (Feb 2024), https://ijisae.org/index.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:09:33.354382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5d7defc4-e3cb-4d57-8546-35f305c610fd · outbound

This paper cites GPT-4 Technical Report.

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

Reference 55

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Observation 95d77659-f653-479c-bb3b-ab49e41735e6 · outbound

This paper cites In: Arai, K.

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

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:09:33.228637Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4d3c4fee-81d1-4014-a4e5-85807e0935ae · outbound

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:09:33.042339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4b25add8-86f0-4059-b85a-b20be4c29872 · outbound

This paper cites In: Tekli, J., Gamper, J., Chbeir, R., Manolopoulos, Y., Sassi, S., Ivanovic, M., Vargas-Solar, G., Zumpano, E.

Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: Tekli, J., Gamper, J., Chbeir, R., Manolopoulos, Y., Sassi, S., Ivanovic, M., Vargas-Solar, G., Zumpano, E

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:09:32.951799Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c7220403-7a07-4dcd-bd62-1624c013af5f · outbound

This paper cites In: 2023 IEEE EMBS International Conference on Biomedical and Health Infor- matics (BHI).

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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Observation a4b4fe68-c968-402c-8a39-9de527837735 · outbound

This paper cites In: Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Eval- uation (LREC-COLING 2024).

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:09:32.626910Z

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Observation 0ad53dfb-9405-45a3-b1d9-367283c56cb5 · outbound

This paper cites SPE East- ern Regional Meeting (2024), https://api.

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

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:09:32.369303Z

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Observation c8d078cc-98de-4ba8-991d-7daf3e855151 · outbound

This paper cites In: Proceedings of the 26th Australasian Computing Education Conference.

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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Observation 3f897682-b07c-4bbb-bff0-43855d59db46 · outbound

This paper cites Advances in Neural Information Processing Systems 36, 38154–38180 (2023).

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

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:09:32.168488Z

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Observation 0628d49b-8bc0-430b-b9a0-1ce5926d2d88 · outbound

This paper cites In: ICT for Intel- ligent Systems.

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

Reference 64

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Observation 132d9cb3-fa20-49e7-a310-d0ebde6a67da · outbound

This paper cites an unresolved cited work.

Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study Unresolved cited work

Reference 65

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Observation 2fab9fc5-1c69-4111-bb5e-6b31ec814041 · outbound

This paper cites In: 2024 4th International Conference on Pervasive Computing and Social Networking (ICPCSN).

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:09:31.885280Z

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Observation e14e438a-6bd7-4dfc-a6f7-bc566396f23d · outbound

This paper cites In: Al-Onaizan, Y., Bansal, M., Chen, Y.N.

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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Observation ddc5c3f5-8e6a-45aa-b4af-1e2444bfe863 · outbound

This paper cites Nature Communications 15(1), 1603 (2024).

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

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:09:31.710280Z

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Observation 08d10940-f0a3-4f61-b9eb-8473a7fd4fb2 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

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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Observation 53f47635-dd3b-4140-a7f1-d43a5638521e · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

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

Reference 71

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Observation ca5e271e-4e66-4f9c-a346-368f72263353 · outbound

This paper cites In: 2024 11th IEEE Swiss Conference on Data Science (SDS).

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

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:09:31.541614Z

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Observation c827c18b-5b4c-4288-a4db-1c9ea3b23fa6 · outbound

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: CEUR Workshop Proceedings

Reference 73

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Observation 05d56936-d794-472e-800a-a98395ab8c02 · outbound

This paper cites In: Proceedings of the 4th international confer- ence on the practical applications of knowl- edge discovery and data mining.

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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Observation de758096-3c5b-4667-8f6f-7b7afe368f42 · outbound

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Reference 75

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Observation 11559f9b-db89-47a8-bd81-b88aecbdd83f · outbound

This paper cites In: Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology (UIST).

Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology (UIST)

Reference 76

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Observation ed1c03a8-5b17-42b5-9f69-24a30ccbd55f · outbound

This paper cites IEEE Internet of Things Magazine 8(1), 26– 33 (2024).

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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Observation 8c345d17-a580-4e85-937b-91372a42a599 · outbound

This paper cites an unresolved cited work.

Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study Unresolved cited work

Reference 78

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Observation 1db91422-a7b5-4169-bdc2-974b4060f189 · outbound

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Large Language Models in the Data Science Lifecycle: A Systematic Mapping Study In: Proceed- ings of the 33rd ACM International Confer- ence on Information and Knowledge Man- agement (CIKM)

Reference 79

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Observation 64467a36-5b49-410e-945e-8001758ca499 · outbound

This paper cites In: Ku, L.W., Martins, A., Srikumar, V.

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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This paper cites In: Proceedings of the European Chapter of the Association for Computational Linguistics (EACL) (2024), https://aclanthology.org/2024.eacl-long.179/.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:09:30.485527Z

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Observation 204e19e4-eb57-445f-931f-ef68b5201f38 · outbound

This paper cites In: Proceedings of the IEEE Interna- tional Conference on Information Reuse and Integration (IRI).

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

Resolution: unresolved; no resolver link, observed 2026-08-05T21:09:24.404039Z

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Observation b0b056c3-24f0-415a-90c6-806f4d89efe3 · outbound

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

Reference 83

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Observation e2ceed3f-d1e6-48de-8395-7c443a598028 · outbound

This paper cites IEEE Transactions on Visualization and Computer Graphics (2024).

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

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:09:30.289092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 19beba76-b6e2-4df2-a4f6-a46f7c0c2729 · outbound

This paper cites IEEE Transactions on Visu- alization and Computer Graphics 31(3), 1830–1847 (2024).

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:09:30.136434Z

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Observation 6b10ddd8-55de-4df5-beaa-3cf6935adab1 · outbound

This paper cites Journal of Information Systems Education 35, 138–143 (01 2024).

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

Reference 86

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Outbound references

Pith citing papers