1 Introduction

2 Background: Text Representations

3 Related Work

4 Pretrained Embeddings for Survey Questions

5 Analysis of Content Validity

6 Analysis of Convergent & Discriminant Validity

7 Analysis of Predictive Validity

8 Conclusion and Discussion