Evaluating Machine Translation Effectiveness from French to Sinhala for Diplomatic Communications

1. Introduction 1.1 Background and Context 1.2 Research Objectives 1.3 Scope of the Study 1.4 Methodology Overview 1.5 Structure of the Thesis 2. Literature Review 2.1 Machine Translation History 2.2 Translation Challenges in Diplomacy 2.3 Current Technologies for French-Sinhala 2.4 Evaluation Metrics for Translation 3. Methodology 3.1 Research Design 3.2 Data Collection Process 3.3 Tools and Techniques Used 3.4 Limitations and Assumptions 4. Analysis of French Language Features 4.1 Syntax and Grammar 4.2 Semantic Nuances 4.3 Cultural Contexts 5. Analysis of Sinhala Language Features 5.1 Syntax and Grammar 5.2 Semantic Nuances 5.3 Cultural Contexts 6. Evaluation Criteria for Translation 6.1 Accuracy Measures 6.2 Fluency and Readability 6.3 Context Preservation 7. Results and Discussion 7.1 Translation Output Analysis 7.2 Comparative Evaluation 7.3 Case Studies in Diplomatic Context 7.4 Implications for Diplomatic Communications 8. Conclusions and Recommendations 8.1 Summary of Findings 8.2 Implications for Policy and Practice 8.3 Future Research Directions 8.4 Concluding Remarks