Investigating the Role of Large Language Models in Analyzing Metaphorical Language in Texts

1. Introduction 1.1 Background and Motivation 1.2 Objective of the Study 1.3 Research Questions 1.4 Structure of the Thesis 2. Literature Review 2.1 Metaphorical Language in Literature 2.2 Developments in Language Models 2.3 Previous Studies on Language Models 2.4 Gaps in Current Research 3. Methodology 3.1 Research Design 3.2 Data Collection Methods 3.3 Large Language Models Overview 3.4 Analysis Techniques 4. Large Language Models Overview 4.1 Definition of Large Language Models 4.2 Evolution of Models 4.3 Current State-of-the-Art Models 4.4 Challenges in Language Models 5. Analyzing Metaphorical Language 5.1 Nature of Metaphors in Texts 5.2 Approaches to Metaphor Analysis 5.3 Role of Context in Interpretation 5.4 Examples of Metaphor Analysis 6. Case Studies 6.1 Selected Text Analysis 6.2 Implementation of Language Models 6.3 Results from Text Analysis 6.4 Comparison with Traditional Methods 7. Discussion 7.1 Interpretation of Findings 7.2 Implications for Future Research 7.3 Limitations of the Study 7.4 Suggested Improvements 8. Conclusion 8.1 Summary of Key Findings 8.2 Contributions to the Field 8.3 Future Directions 8.4 Final Remarks