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Generative AI and LLMs: natural language processing and generative adversarial networks

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Bibliographic Details
Other Authors:	Balasubramaniam, S. (Editor), Kadry, Seifedine 1977- (Editor), Prasanth, A. (Editor), Kumar Dhanaraj, Rajesh (Editor)
Format:	Book
Language:	English
Published:	Berlin ; Boston De Gruyter [2024]
Subjects:	Artificial Intelligence Generative AI Machine Learning Neural Networks Generative Adversarial Networks (GANs) Künstliche Intelligenz; Generative KI; Maschinelles Lernen; Neuronale Netze Artificial Intelligence; Generative AI; Machine Learning; Neural Networks; Generative Adversarial Networks (GANs)
Links:	https://www.degruyter.com/isbn/9783111424637 https://d-nb.info/1329871944/04 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=035536689&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
Physical Description:	XIV, 275 Seiten Illustrationen, Diagramme 25 cm, 606 g
ISBN:	9783111424637 3111424634

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Record in the Search Index

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adam_text	CONTENTS PREFACE - V ABOUT THE EDITORS - IX LIST OF CONTRIBUTORS - XI ASHWINI A., JENCY RUBIA J., H. SEHINA, AND SUNDARAVADIVAZHAGAN B. 1 UNVEILING THE POWER OF GENERATIVE AI: A JOURNEY INTO LARGE LANGUAGE MODELS - 1 ASHWINI A., KAVITHA V., BALASUBRAMANIAM S., AND SEIFEDINE KADRY 2 EARLY ROOTS OF GENERATIVE AI MODELS AND LLM: A DIVERSE LANDSCAPE - 23 ARUN C., S. KARTHICK, S. SELVAKUMARA SAMY, B. HARIHARAN, AND PO-MING LEE 3 GENERATIVE AI MODELS AND LLM: TRAINING TECHNIQUES AND EVALUATION METRICS - 43 ABINAYA M., VADIVU G., BALASUBRAMANIAM S., AND SEIFEDINE KADRY 4 IMPORTANCE OF PROMPT ENGINEERING IN GENERATIVE AI MODELS - 69 ANITHA VELU, RAGHU RAMAMOORTHY, MANASA S.M., AND A. PRASANTH 5 LLM PRETRAINING METHODS - 93 S. AATHILAKSHMI, G. SIVAPRIYA, AND T. MANIKANDAN 6 LLM FINE-TUNING: INSTRUCTION AND PARAMETER-EFFICIENT FINE-TUNING (PEFT) - 117 DAWN SIVAN, K. SATHEESH KUMAR, VEENA RAJ, AND RAJAN JOSE 7 REINFORCEMENT LEARNING FROM HUMAN FEEDBACK (RLHF) - 135 ASHWINI A., J. MANOJ PRABHAKAR, AND SEIFEDINE KADRY 8 EXPLORING THE APPLICATIONS ON GENERATIVE AI AND LLM - 155 MANI DEEPAK CHOUDHRY, M. SUNDARRAJAN, KARTHIC SUNDARAM, AND RAMA ABIRAMI K. 9 BIAS AND FAIRNESS IN GENERATIVE AI - 177 VIII - CONTENTS ABINAYA M., VADIVU G., AND SUNDARAVADIVAZHAGAN B. 10 FUTURE DIRECTIONS AND OPEN PROBLEMS IN GENERATIVE AI - 193 PANKAJ RAHI, MAYUR DILIP JAKHETE, AND ANURAG ANAND DUVEY 11 OPTIMIZING SUSTAINABLE PROJECT MANAGEMENT LIFE CYCLE USING GENERATIVE AI MODELING ----- 213 RESHMI L. B., VIPIN RAJ R., BALASUBRAMANIAM S., AND K. SATHEESH KUMAR 12 GENERATIVE AI AND LLM: CASE STUDY IN FINANCE - 231 RAJIV IYER, VEDPRAKASH C. MARALAPALLE, POORNIMA MAHESH, AND DEEPAK PATIL 13 GENERATIVE AI AND LLM: CASE STUDY IN E-COMMERCE - 253 INDEX - 273
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spelling	Generative AI and LLMs natural language processing and generative adversarial networks edited by S. Balasubramaniam, Seifedine Kadry, A. Prasanth and Rajesh Kumar Dhanaraj Berlin ; Boston De Gruyter [2024] XIV, 275 Seiten Illustrationen, Diagramme 25 cm, 606 g txt rdacontent n rdamedia nc rdacarrier Artificial Intelligence Generative AI Machine Learning Neural Networks Generative Adversarial Networks (GANs) Künstliche Intelligenz; Generative KI; Maschinelles Lernen; Neuronale Netze Artificial Intelligence; Generative AI; Machine Learning; Neural Networks; Generative Adversarial Networks (GANs) Balasubramaniam, S. (DE-588)1354874374 edt Kadry, Seifedine 1977- (DE-588)118610144X edt Prasanth, A. edt Kumar Dhanaraj, Rajesh (DE-588)1267946458 edt Walter de Gruyter GmbH & Co. KG (DE-588)10095502-2 pbl Erscheint auch als Online-Ausgabe, PDF 978-3-11-142507-8 Erscheint auch als Online-Ausgabe, EPUB 978-3-11-142551-1 X:MVB text/html https://www.degruyter.com/isbn/9783111424637 Inhaltstext B:DE-101 application/pdf https://d-nb.info/1329871944/04 Inhaltsverzeichnis DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=035536689&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p dnb 20250131 DE-101 https://d-nb.info/provenance/plan#dnb
spellingShingle	Generative AI and LLMs natural language processing and generative adversarial networks
title	Generative AI and LLMs natural language processing and generative adversarial networks
title_auth	Generative AI and LLMs natural language processing and generative adversarial networks
title_exact_search	Generative AI and LLMs natural language processing and generative adversarial networks
title_full	Generative AI and LLMs natural language processing and generative adversarial networks edited by S. Balasubramaniam, Seifedine Kadry, A. Prasanth and Rajesh Kumar Dhanaraj
title_fullStr	Generative AI and LLMs natural language processing and generative adversarial networks edited by S. Balasubramaniam, Seifedine Kadry, A. Prasanth and Rajesh Kumar Dhanaraj
title_full_unstemmed	Generative AI and LLMs natural language processing and generative adversarial networks edited by S. Balasubramaniam, Seifedine Kadry, A. Prasanth and Rajesh Kumar Dhanaraj
title_short	Generative AI and LLMs
title_sort	generative ai and llms natural language processing and generative adversarial networks
title_sub	natural language processing and generative adversarial networks
url	https://www.degruyter.com/isbn/9783111424637 https://d-nb.info/1329871944/04 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=035536689&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
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