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- The Problem with Evaluating Machine Translation
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Classroom Contents
BLEURT - Learning Robust Metrics for Text Generation
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- 1 - Intro & High-Level Overview
- 2 - The Problem with Evaluating Machine Translation
- 3 - Task Evaluation as a Learning Problem
- 4 - Naive Fine-Tuning BERT
- 5 - Pre-Training on Synthetic Data
- 6 - Generating the Synthetic Data
- 7 - Priming via Auxiliary Tasks
- 8 - Experiments & Distribution Shifts
- 9 - Concerns & Conclusion