Course Project Mentor
Graduate course, Arizona State University, Computer Science, 2021
- Mentored 4 groups of 5 students each in Course projects
- Out-of-Domain Generalization of Numerical Reasoning Tasks
- Robustness of T5 models in Addition and Subtraction operations in Natural Language Text.
- Robustness with Decoding (conversion from word form to number form).
- Robustness finding maximum and minimal number from a numerical series.
- Robustness with sorting a numerical series in ascending and descending form
- Methods
- Numerical Masking during Pretraining
- Experiments with different numerical representations (e-based, 10-based, etc)
- Experiments with delimiters
- Out-of-Domain Generalization of Numerical Reasoning Tasks
- Teaching basic concepts of embeddings and using BERT for Question Answering in their projects
- Grading of project and final examination