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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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A Benchmark for Systematic Generalization in Grounded Language Understanding


Mar 11, 2020
Laura Ruis, Jacob Andreas, Marco Baroni, Diane Bouchacourt, Brenden M. Lake


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Focus on What's Informative and Ignore What's not: Communication Strategies in a Referential Game


Nov 05, 2019
Roberto Dessì, Diane Bouchacourt, Davide Crepaldi, Marco Baroni

* 3rd NeurIPS Workshop on Emergent Communication 

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EGG: a toolkit for research on Emergence of lanGuage in Games


Jul 01, 2019
Eugene Kharitonov, Rahma Chaabouni, Diane Bouchacourt, Marco Baroni


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Tabula nearly rasa: Probing the Linguistic Knowledge of Character-Level Neural Language Models Trained on Unsegmented Text


Jun 17, 2019
Michael Hahn, Marco Baroni

* Accepted by Transactions of the Association for Computational Linguistics 

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Word-order biases in deep-agent emergent communication


Jun 14, 2019
Rahma Chaabouni, Eugene Kharitonov, Alessandro Lazaric, Emmanuel Dupoux, Marco Baroni

* Conference: Association for Computational Linguistics (ACL) 

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Anti-efficient encoding in emergent communication


Jun 13, 2019
Rahma Chaabouni, Eugene Kharitonov, Emmanuel Dupoux, Marco Baroni


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Information Minimization In Emergent Languages


May 31, 2019
Eugene Kharitonov, Rahma Chaabouni, Diane Bouchacourt, Marco Baroni


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Miss Tools and Mr Fruit: Emergent communication in agents learning about object affordances


May 28, 2019
Diane Bouchacourt, Marco Baroni

* Association for Computational Linguistics 

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CNNs found to jump around more skillfully than RNNs: Compositional generalization in seq2seq convolutional networks


May 21, 2019
Roberto Dessì, Marco Baroni

* accepted as a short paper at ACL 2019 

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The emergence of number and syntax units in LSTM language models


Apr 02, 2019
Yair Lakretz, German Kruszewski, Theo Desbordes, Dieuwke Hupkes, Stanislas Dehaene, Marco Baroni

* To appear in Proceedings of NAACL, Minneapolis, MN, 2019 

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Linguistic generalization and compositionality in modern artificial neural networks


Mar 30, 2019
Marco Baroni

* Submitted 

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Human few-shot learning of compositional instructions


Jan 14, 2019
Brenden M. Lake, Tal Linzen, Marco Baroni


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How agents see things: On visual representations in an emergent language game


Sep 13, 2018
Diane Bouchacourt, Marco Baroni

* 2018 Conference on Empirical Methods in Natural Language Processing 

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Jump to better conclusions: SCAN both left and right


Sep 12, 2018
Joost Bastings, Marco Baroni, Jason Weston, Kyunghyun Cho, Douwe Kiela


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Memorize or generalize? Searching for a compositional RNN in a haystack


Jul 25, 2018
Adam Liška, Germán Kruszewski, Marco Baroni

* AEGAP Workshop (ICML 2018) 

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Rearranging the Familiar: Testing Compositional Generalization in Recurrent Networks


Jul 19, 2018
João Loula, Marco Baroni, Brenden M. Lake


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


Jul 08, 2018
Alexis Conneau, German Kruszewski, Guillaume Lample, Loïc Barrault, Marco Baroni

* ACL 2018 

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