What you can cram into a single vector: Probing sentence embeddings for linguistic properties

3 May 2018Alexis ConneauGerman KruszewskiGuillaume LampleLoïc BarraultMarco Baroni

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... (read more)

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