Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T19:04:02.806473Z
Paper Citation Record · LEDGER
As of 11 August 2026, this Paper Citation Record lists 81 of 81 outbound references and 1 inbound Pith citation observation for arXiv:2501.10685.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T19:04:02.806473Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-10T14:21:07.824141Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-10T18:16:17.926450Z
81 of 81 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 889133ab-0687-42e9-ab9b-201257d5bf8b · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Executive protocol designed for new review study called: Systematic Review and Artificial Intelligence Network Meta -Analysis (RAIN) with the first application for COVID-19,
Reference 1
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Observation 0d9cd4ec-2ae2-40bb-8050-8e5bdae09f5a · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Identification of suitable drug combinations for treating COVID -19 using a novel machine learning approach: The RAIN method,
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Source-reported events for the cited work
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Observation 5d93bf2b-5650-472b-bd2f-5dce5f590fe2 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Emerging Drug Combinations for Targeting Tongue Neoplasms Associated Proteins/Genes: Employing Graph Neural Networks within the RAIN Protocol,
Reference 3
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Observation 99d11db3-dabc-465e-80be-9864a9366698 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations AI -Enhanced RAIN Protocol: A Systematic Approach to Optimize Drug Combinations for Rectal Neoplasm Treatment,
Reference 4
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Observation cc2a3183-a6be-4c20-9c34-63e4f3161378 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations A graphSAGE discovers synergistic combinations of Gefitinib, paclitaxel, and Icotinib for Lung adenocarcinoma management by targeting human genes and proteins: the RAIN protocol,
Reference 5
Source-reported events for the cited work
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Observation ef65853e-498c-44dc-aa58-7638a867f6f8 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Graph Attention Networks for Drug Combination Discovery: Targeting Pancreatic Cancer Genes with RAIN Protocol,
Reference 6
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Observation f78cc30b-cba3-4c40-89ec-1fd893daa5b8 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Unresolved cited work
Reference 7
Source-reported events for the cited work
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Observation 051be1ae-532e-4e95-9a08-94c48eed2615 · outbound
Reference 8
Source-reported events for the cited work
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Observation 3cdb80ce-f2b6-448f-8abc-a0f5f98239e6 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Recommending Drug Combinations using Reinforcement Learning to target Genes/proteins that cause Stroke: A comprehensive Systematic Review and Network Meta -analysis,
Reference 9
Source-reported events for the cited work
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Observation 00c008ec-a676-44fb-8e54-7419e9b0c2ac · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Recommending Drug Combinations using Reinforcement Learning to target Genes/proteins that cause Stroke: A comprehensive Systematic Review and Network Meta -analysis,
Reference 10
Source-reported events for the cited work
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Observation 69930a3f-e963-4d9e-91a5-53f05c351958 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Unresolved cited work
Reference 11
Source-reported events for the cited work
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Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Trending Drugs Combination to Target Leukemia associated Proteins/Genes: using Graph Neural Networks under the RAIN Protocol,
Reference 12
Source-reported events for the cited work
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Observation c78fef3a-6103-4f92-9482-c45ce2b922af · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Executive protocol designed for new review study called: systematic review and artificial intelligence network meta-analysis (RAIN) with the first application for COVID -19,
Reference 13
Source-reported events for the cited work
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Observation 8389fbea-9d74-424f-8981-be4272e82e64 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations DeePLT: personalized lighting facilitates by trajectory prediction of recognized residents in the smart home,
Reference 14
Source-reported events for the cited work
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Observation 950aaff7-e350-4343-b8eb-d215ce7d36b8 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations FPL: False Positive Loss,
Reference 15
Source-reported events for the cited work
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Observation 42ac4357-f77f-48c7-8e1c-437e2dbf2607 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Active Identity Function as Activation Function,
Reference 16
Source-reported events for the cited work
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Observation b85469fb-a060-4d49-9544-e80726c46f4b · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Autonomous Navigation of Wheeled Robot using a Deep Reinforcement Learning Based Approach,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee9884d1-eeee-4efd-8fb6-7ca97d0793bb · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Fusion of medical images using Nabla operator; Objective evaluations and step-by-step statistical comparisons,
Reference 18
Source-reported events for the cited work
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Observation e386e692-a694-451b-b84b-f9b824afa2b0 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Diagnosing Alzheimer’s Disease Levels Using Machine Learning and MRI: A Novel Approach,
Reference 19
Source-reported events for the cited work
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Observation c8c61848-b4fb-4741-8516-243b9cabc9c7 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations The global prevalence of sexual dysfunction in women with multiple sclerosis: a systematic review and meta-analysis,
Reference 20
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Observation 8a114613-08d4-4bf7-8801-d4bbc0bc968c · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations The effects of smoking on female sexual dysfunction: a systematic review and meta - analysis,
Reference 21
Source-reported events for the cited work
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Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations A full pipeline of diagnosis and prognosis the risk of chronic diseases using deep learning and Shapley values: The Ravansar county anthropometric cohort study,
Reference 22
Source-reported events for the cited work
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Observation 68323d9e-acac-4edc-b196-6ae089ec233f · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Global prevalence of osteoporosis among the world older adults: a comprehensive systematic review and analysis-meta
Reference 23
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Observation 8e8f5fed-d305-4bc3-a39e-59f51391fe27 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Attention Is All You Need
Reference 24
Source-reported events for the cited work
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Observation ce7f3ccb-5384-459d-ae65-8a928d217651 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations [PDF] Rethinking Class -Balanced Methods for Long -Tailed Visual Recognition From a Domain Adaptation Perspective | Semantic Scholar
Reference 25
Source-reported events for the cited work
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Observation dd108e92-c659-43de-818b-973680acc267 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations GPT-4 Technical Report
Reference 26
Source-reported events for the cited work
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Observation 90169acf-6b52-4ff9-9ac6-ecffa792cc03 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations MUM: A new AI milestone for understanding information
Reference 27
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Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations [PDF] Language Models are Unsupervised Multitask Learners | Semantic Scholar
Reference 28
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Observation 0782d89d-5104-402d-96cd-44ac31358854 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Optimization Techniques for Sentiment Analysis Based on LLM (GPT-3)
Reference 30
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Observation 07ab9adb-3f9f-4c88-b92d-86a5e9e72075 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations The Netflix Recommender System: Algorithms, Business Value, and Innovation: ACM Transactions on Management Information Systems: Vol 6, No 4
Reference 31
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Observation 1be7a175-9678-4f37-a471-e3f026cf8f4c · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Spotify expands AI Playlist feature to new markets including US, Canada | Reuters
Reference 32
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Observation 59d929c9-1a84-4a28-aac5-3a796a065a4a · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations LLMs for Conversational AI: Enhancing Chatbots and Virtual Assistants | Semantic Scholar
Reference 33
Source-reported events for the cited work
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Observation 3a783475-a699-407a-8a38-fb5d36aa3a47 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Available: https://www.reuters.com/technology/artificial -intelligence/spotify-expands-ai- playlist-feature-new-markets-including-us-canada-2024-09-24/
Reference 34
Source-reported events for the cited work
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Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations [PDF] RoBERTa: A Robustly Optimized BERT Pretraining Approach | Semantic Scholar
Reference 35
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Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations (PDF) Leveraging AI Predictive Analytics for Marketing Strategy: The Mediating Role of Management Awareness
Reference 36
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Observation bd701f71-9f28-47ea-83f2-97d22e9e08eb · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Large Language Models and Sentiment Analysis in Financial Markets: A Review, Datasets, and Case Study | IEEE Journals & Magazine | IEEE Xplore
Reference 37
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Observation 48b2683b-5abc-4602-a6f4-adca26503335 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
Reference 38
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Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations BERT: Pre -training of Deep Bidirectional Transformers for Language Understanding | Request PDF
Reference 39
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Observation 5162f8d2-15c3-46ab-83ce-6dbbfc00265e · outbound
Reference 40
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Observation c31b0a1b-d1d0-4efa-a9e3-f14bc7fd8551 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Longformer: The Long -Document Transformer
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Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations (PDF) Language Models are Few -Shot Learners
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Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Universal Language Model Fine-tuning for Text Classification
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Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Reformer: The Efficient Transformer
Reference 44
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Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations How Netflix Uses NLP for Show Recommendations
Reference 45
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Observation 4c6a18ec-e196-41d2-aae5-7f428b75b869 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Active Learning Literature Survey}
Reference 46
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Observation aa282f21-7123-4bb3-8600-52db845e5c41 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Unveiling the Competitive Dynamics: A Comparative Evaluation of American and Chinese LLMs
Reference 47
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Observation 1373727f-ffc9-4714-804c-872cb262915b · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations SOMONITOR: Combining Explainable AI & Large Language Models for Marketing Analytics
Reference 48
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Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Top Strategic Technology Trends for 2022,
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Observation bed06963-f938-4ddd-83be-3fa86f8167e3 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Leveraging Large Language Models to Enhance Personalized Recommendations in E-commerce
Reference 50
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Observation d94e9529-04c8-490b-9ccd-8c4fb6623fb5 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Revolutionizing Customer Service : The Impact of Large Language Models on Chatbot Performance | Semantic Scholar
Reference 51
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Observation 67ddcd98-ea5e-449a-93d0-6806d87a4e6d · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Free Download: The State of Chatbots in B2B Demand Generation Report
Reference 52
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Observation b4d35901-5b2f-4cc1-aa5a-0cfedb79e793 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations (PDF) Data-driven strategies for enhancing user engagement in digital platforms,
Reference 53
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Observation 984520c0-b748-445a-bac3-4baa8d5715bf · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Automated Root Causing of Cloud Incidents using In-Context Learning with GPT-4
Reference 54
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Observation ca59df22-1b59-44d3-ab68-057cd2901efc · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Building Brands through Social Listening,
Reference 55
Source-reported events for the cited work
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Observation 90f306af-4b3a-435c-8ba5-5d3605e67fd0 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Corporate Communication Companion (CCC): An LLM-empowered Writing Assistant for Workplace Social Media
Reference 56
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Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations (PDF) Influencer Marketing ROI: Measurement Techniques and Optimization Strategies
Reference 57
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Observation 10d07beb-46f9-47cb-88fd-66c3a8d49763 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Large Language Models for Social Networks: Applications, Challenges, and Solutions
Reference 58
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Observation 76218a4e-daa6-4d08-ad67-6ca85403f01c · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations On the Dangers of Stochastic Parrots: Can Language Models Be Too Big? ,
Reference 59
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Observation d5a828dc-df85-4625-a967-0c822a2a39d3 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations AI computing systems for LLMs training: a review,
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Observation 23cb5c4f-4dd9-4c7f-b120-60a1a3390aab · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Towards Transparency by Design for Artificial Intelligence,
Reference 62
Source-reported events for the cited work
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Observation 75c7e673-1830-4b33-9051-fb7892383e4b · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Empirical Guidelines for Deploying LLMs onto Resource-constrained Edge Devices
Reference 63
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Observation fcba420d-70c7-4d97-addc-7c9a5dd771bc · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations (PDF) Efficient LLMs Training and Inference: An Introduction
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Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Cloud-Native AI: Building and Deploying Large Language Models with Scalable Cloud Architectures | Integrated Journal of Science and Technology
Reference 65
Source-reported events for the cited work
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Observation b59a8cad-d3da-4818-9e9a-2151fc22fb67 · outbound
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Reference 66
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Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Scalable, Distributed AI Frameworks: Leveraging Cloud Computing for Enhanced Deep Learning Performance and Efficiency
Reference 67
Source-reported events for the cited work
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Observation db7f4d41-1239-476d-a8bd-fc9d934d8dbc · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Incentive approaches for cloud computing: challenges and solutions | Journal of Engineering and Applied Science | Full Text
Reference 68
Source-reported events for the cited work
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Observation 31898a3d-fd5c-4f42-9375-3c1bcf2061a7 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Revolutionizing Marketing Research with a Large Language Model: A Hybrid AI -Human Approach by Neeraj Arora, Ishita Chakraborty, Yohei Nishimura :: SSRN
Reference 69
Source-reported events for the cited work
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Observation 484948c2-5199-4454-bfc8-2ad23b60061d · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations The LLM Land Grab: How AWS, Azure, and GCP Are Sparring Over AI | Towards AI
Reference 70
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Observation 1177531a-e6c3-4dad-80e4-20ed6c16f6f0 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations When large language models meet personalization: perspectives of challenges and opportunities,
Reference 71
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Reference 72
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Observation 7afd45d7-ad7d-44c7-a6fc-0b02b5526f61 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Available: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3805904
Reference 73
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Observation 1f14d379-32d5-4996-87e9-a42a1a580b0f · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Artificial intelligence and predictive marketing: an ethical framework from managers’ perspective,
Reference 74
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Observation f9184634-1b6d-41fe-b5ad-9a2d78ef9983 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Unresolved cited work
Reference 75
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Observation a237ea82-2e8a-4ffc-bfaf-4ef9b947e51d · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Ethical and legal challenges of AI in marketing: an exploration of solutions,
Reference 76
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Observation a03b2cd1-d6a7-4a85-8077-2e2ed64a2cb2 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations [PDF] A Study to Know - Use of AI For Personalized Recommendation, Streaming Optimization, and Original Content Production at Netflix | Semantic Scholar
Reference 77
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 05454513-c419-44a5-a5db-f6db816c9b6d · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Leveraging Artificial Intelligence in Marketing for Social Good —An Ethical Perspective,
Reference 78
Source-reported events for the cited work
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Observation e228b73e-495f-4159-94a2-a624e4224844 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Exploring the Ethical Use of Artificial Intelligence in Marketing and Advertising,
Reference 79
Source-reported events for the cited work
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Observation ef5f6ef1-fa23-4342-a71a-994ace05b538 · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Unresolved cited work
Reference 81
Source-reported events for the cited work
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Observation db617899-f84a-415f-a453-ecc8e5ca814f · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Available: https://link.springer.com/article/10.1007/s00521-024-10868-x
Reference 82
Source-reported events for the cited work
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Observation aa9dbe51-7694-41c5-a36e-f491c87babed · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations How Explainability Contributes to Trust in AI,
Reference 83
Source-reported events for the cited work
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Observation 58c0c777-ea37-4889-8e8e-a93779f383fd · outbound
Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations Available: https://www.semanticscholar.org/paper/Language -Models-are-Unsupervised- Multitask-Learners-Radford-Wu/9405cc0d6169988371b2755e573cc28650d14dfe
Reference 2025
Source-reported events for the cited work
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Observation 3945f7e6-0f4e-40f9-95ea-2c5ec2e7c8b7 · inbound
The Potential of Large Language Models in Supply Chain Management: Advancing Decision-Making, Efficiency, and Innovation Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations
Reference 1
Source-reported events for the cited work
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