What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic properties

Although much effort has recently been devoted to training high-quality sentence embeddings, we still have a poor understanding of what they are capturing. "Downstream" tasks, often based on sentence classification, are commonly used to evaluate the quality of sentence representations. The complexit... View More