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How BPE Affects Memorization in Transformers


Oct 06, 2021
Eugene Kharitonov, Marco Baroni, Dieuwke Hupkes


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On the proper role of linguistically-oriented deep net analysis in linguistic theorizing


Jun 16, 2021
Marco Baroni

* Submitted to collective volume on Algebraic Systems and the Representation of Linguistic Knowledge 

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Interpretable agent communication from scratch(with a generic visual processor emerging on the side)


Jun 08, 2021
Roberto Dessì, Eugene Kharitonov, Marco Baroni

* 9 pages main text, 13 pages total 

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Exploring Processing of Nested Dependencies in Neural-Network Language Models and Humans


Jun 19, 2020
Yair Lakretz, Dieuwke Hupkes, Alessandra Vergallito, Marco Marelli, Marco Baroni, Stanislas Dehaene


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Emergent Multi-Agent Communication in the Deep Learning Era


Jun 03, 2020
Angeliki Lazaridou, Marco Baroni


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Emergent Language Generalization and Acquisition Speed are not tied to Compositionality


Apr 25, 2020
Eugene Kharitonov, Marco Baroni


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Syntactic Structure from Deep Learning


Apr 22, 2020
Tal Linzen, Marco Baroni

* In press at Annual Reviews of Linguistics 

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Compositionality and Generalization in Emergent Languages


Apr 20, 2020
Rahma Chaabouni, Eugene Kharitonov, Diane Bouchacourt, Emmanuel Dupoux, Marco Baroni


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Rat big, cat eaten! Ideas for a useful deep-agent protolanguage


Mar 17, 2020
Marco Baroni


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