Evaluating the Construct Validity of Text Embeddings with Application to Survey Questions

Qixiang Fang, Dong Nguyen, Daniel L Oberski

Text embedding models from Natural Language Processing can map text data (e.g. words, sentences, documents) to supposedly meaningful numerical representations (a.k.a. text embeddin…