Marco Baroni

Spicy Adjectives and Nominal Donkeys: Capturing Semantic Deviance Using Compositionality in Distributional Spaces

2016 · Cognitive Science

Sophisticated senator and legislative onion. Whether or not you have ever heard of these things, we all have some intuition that one of them makes much less sense than the other. In this paper, we …

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

2018 · arXiv (Cornell University)

Although much effort has recently been devoted to training high-quality\nsentence embeddings, we still have a poor understanding of what they are\ncapturing. "Downstream" tasks, often based on sentence classification, are\ncommonly used to evaluate the quality of …

The emergence of number and syntax units in

2019

Yair Lakretz, German Kruszewski, Theo Desbordes, Dieuwke Hupkes, Stanislas Dehaene, Marco Baroni. Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and …

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

2018

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 …