Intro
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

Evaluating 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

2 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

2.4 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

Text 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