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019 _a1411277942
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020 _a9789819980857
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020 _a9819980852
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020 _z9789819980840
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024 7 _a10.1007/978-981-99-8085-7
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035 _a(OCoLC)1411309037
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043 _aa------
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050 4 _aZA4082.A78
_bI58 2023
082 0 4 _a025.00285
_223/eng/20231211
049 _aMAIN
111 2 _aInternational Conference on Asia-Pacific Digital Libraries
_n(25th :
_d2023 :
_cTaipei, Taiwan),
_jauthor.
245 1 0 _aLeveraging generative intelligence in digital libraries :
_btowards human-machine collaboration : 25th International Conference on Asia-Pacific Digital Libraries, ICADL 2023, Taipei, Taiwan, December 4-7, 2023, proceedings.
_nPart I /
_cDion H. Goh, Shu-Jian Chen, Suppawong Tuarob, editors.
246 3 0 _aICADL 2023
264 1 _aSingapore :
_bSpringer,
_c[2023]
300 _a1 online resource (xvii, 273 pages) :
_billustrations.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture notes in computer science series ;
_v14457
520 _aThis two-volume set LNCS 14457 and LNCS 14458 constitutes the refereed proceedings of the 25th International Conference on Asia-Pacific Digital Libraries, ICADL 2023, held in Taipei, Taiwan, during December 4-7, 2023. The 15 full, 17 short, 2 practice papers and 12 poster papers presented in this volume were carefully reviewed and selected from 85 submissions. Based on significant contributions, the full and short papers have been classified into the following topics: include information retrieval, knowledge extraction and discovery, cultural and scholarly data, information seeking and use, digital archives and data management, design and evaluation of information environments, and applications of GAI in digital libraries.
505 0 _aIntro -- Preface -- Organization -- Contents - Part I -- Contents - Part II -- GAI and Digital Libraries -- Enhancing the Learning of Chinese Poem Creation Through an Auto-Generation and Evaluation System -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Automatic Generation System -- 3.2 Rule Judgment Subsystem -- 3.3 Scoring Subsystem -- 4 User Experiment -- 4.1 Experimental Design -- 4.2 Analysis Methods and Results -- 5 Discussion -- 6 Conclusions and Future Work -- References
505 8 _aEvaluating the Use of Generative LLMs for Intralingual Diachronic Translation of Middle-Polish Texts into Contemporary Polish -- 1 Introduction -- 2 Related Work -- 3 Annotation with ChatGPT -- 4 Experiments -- 5 Evaluation -- 5.1 Automatic Evaluation -- 5.2 Human Evaluation -- 6 Conclusions -- References -- HistoChatbot: Educating History by Generating Quizzes in Social Network Services -- 1 Introduction -- 2 History-Related Data Collection -- 3 History-Focused Quiz Posting -- 4 Conclusions and Future Work -- References -- Investigation of ChatGPT Use in Research Data Retrieval -- 1 Introduction
505 8 _a2 Method -- 3 Results -- 4 Discussion -- 4.1 Comparison with Keyword Search -- 4.2 Characteristics of Research Data to Be Answered by ChatGPT -- 4.3 Devising Inputs to ChatGPT -- 4.4 About the Papers We Used -- 4.5 About the LLM Used -- 5 Conclusion -- References -- Aspect-Based Sentiment Analysis of Racial Issues in Singapore: Enhancing Model Performance Using ChatGPT -- 1 Introduction -- 2 Literature Review -- 2.1 Introduction to Aspect-Based Sentiment Analysis (ABSA) -- 2.2 Review of Race-Related Studies in Singapore -- 2.3 Existing Approaches to Address Data Imbalance
505 8 _a2.4 In-Context Learning -- 3 Methodology: ABSA for Social Media Analysis -- 3.1 Data Preparation -- 3.2 Method 1 - A Fine-Tuned ABSA Model -- 3.3 Method 2 - Enhancing the Fine-Tuned ABSA Model Using ChatGPT: Addressing Data Imbalance -- 3.4 Method 3 - Improving the Fine-Tuned ABSA Model via In-context Learning -- 3.5 Performance Comparison -- 4 Analysis of Racial Issues in Singapore -- 5 Discussion -- 5.1 Limitations and Challenges -- 5.2 Implications for Future Research -- 6 Conclusion -- References -- Cultural Data Analysis
505 8 _aText Line Detection in Historical Index Tables: Evaluations on a New French PArish REcord Survey Dataset (PARES) -- 1 Introduction -- 2 Historical Index Table Dataset: PARES -- 2.1 PARES Dataset Description -- 2.2 Document Layout and Annotations -- 3 Document Image Analysis -- 4 Baselines for Text Line Extraction -- 4.1 Data Splits and Pre-processing -- 4.2 Implementations and Experiments -- 4.3 Results -- 5 Conclusion -- References -- Benchmarking NAS for Article Separation in Historical Newspapers -- 1 Introduction -- 2 The NAS Dataset -- 2.1 Annotation Guidelines -- 2.2 Statistics
588 _aDescription based on online resource; title from digital title page (viewed on January 19, 2024).
650 0 _aDigital libraries
_zAsia
_vCongresses.
_917260
650 0 _aDigital libraries
_zPacific Area
_vCongresses.
_925001
650 0 _aArtificial intelligence.
_91340
650 6 _aBibliothèques virtuelles
_zAsie
_vCongrès.
_928359
650 6 _aBibliothèques virtuelles
_zPacifique, Région du
_vCongrès.
_928360
650 6 _aOrdinateurs.
_996685
650 6 _aIntelligence artificielle.
_915884
650 7 _acomputers.
_2aat
_91420
650 7 _aartificial intelligence.
_2aat
_91340
650 7 _aDigital libraries.
_2fast
_0(OCoLC)fst00893704
_95017
651 7 _aAsia.
_2fast
_0(OCoLC)fst01240495
_917261
651 7 _aPacific Area.
_2fast
_0(OCoLC)fst01243504
_923549
655 7 _aproceedings (reports)
_2aat
655 7 _aConference papers and proceedings.
_2fast
_0(OCoLC)fst01423772
_96065
655 7 _aConference papers and proceedings.
_2lcgft
_96065
655 7 _aActes de congrès.
_2rvmgf
_9609890
700 1 _aGoh, Dion,
_eeditor.
_925005
700 1 _aChen, Shu-Jiun,
_eeditor.
700 1 _aTuarob, Suppawong,
_eeditor.
773 0 _tSpringer Nature eBook
776 0 8 _iPrint version:
_aGoh, Dion H.
_tLeveraging Generative Intelligence in Digital Libraries: Towards Human-Machine Collaboration
_dSingapore : Springer Singapore Pte. Limited,c2023
_z9789819980840
830 0 _aLecture notes in computer science ;
_v14457.
856 4 0 _uhttps://link.springer.com/10.1007/978-981-99-8085-7
938 _aProQuest Ebook Central
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_nEBL30979397
938 _aYBP Library Services
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938 _aYBP Library Services
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