I am a Senior Scientist at NAVER LABS Europe starting on May 2020.

Before, I was a Postdoctoral Researcher at Facebook AI Reserch where I have studied state-of-the-art Natural Language Processing systems in relation to their language learning skills, and sought to develop a more holistic understanding of intelligence, by trying to model the emergence of complex adaptive systems in silico.

Previously, I did my PhD in Computational Linguistics under the direction of Marco Baroni. I worked in the area of Distributional Semantics, and more specifically, in understanding the strengths and limitations of distributional models when trying to account for the richness of human conceptual knowledge. To this end, I've explored how these semantic representations can be used in inference.



Publications

Combinatory Chemistry: Towards a Simple Model of Emergent Evolution
[EXTRAS]

G. Kruszewski, T. Mikolov

To appear at Proceedings of ALIFE 2020

2020


Resilient Life: An Exploration of Perturbed Autopoietic Patterns in Conway’s Game of Life [CODE]

A. Cika, E. Cohen, G. Kruszewski, L. Seet, P. Steinmann, W. Yin

To appear at Proceedings of ALIFE 2020

2020



The emergence of number and syntax units in LSTM language models [CODE]

Y. Lakretz, G. Kruszewski, T. Desbordes, D. Hupkes, S. Dehaene, M. Baroni

Proceedings of NAACL 2019

2019


Cooperative learning of disjoint syntax and semantics [CODE]

S. Havrylov, G. Kruszewski, A. Joulin

Proceedings of NAACL 2019

2019



Learning compositionally through attentive guidance

D. Hupkes, A. Singh, K. Korrel, G. Kruszewski, E. Bruni

Proceedings of CICLing 2019

2019


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

A. Conneau, G. Kruszewski, G. Lample, M. Baroni, L. Barrault

Proceedings of ACL 2018

2018


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

A. Liska, G. Kruszewski, M. Baroni

Pre-Proceedings of AEGAP 2018 Workshop.

2018


CommAI: Evaluating the first steps towards a useful general AI [CODE]

M. Baroni, A. Joulin, A. Jabri, G. Kruszewski, A. Lazaridou, K. Simonic, T. Mikolov

Proceedings of ICLR 2017 Workshop Track.

2017


Convolutional Neural Network Language Models

NQ. Pham, G. Kruszewski, G. Boleda

Proceedings of EMNLP 2016.

2016


2016


How cosmopolitan are emojis?

F. Barbieri, G. Kruszewski, D. Paperno, F. Ronzato and H. Saggion

ACM Multimedia 2016.

2016


The LAMBADA dataset: Word prediction requiring a broad discourse context [DATA]

D. Paperno, G. Kruszewski, A. Lazaridou, Q Pham, R. Bernardi, S. Pezzelle, M. Baroni, G. Boleda and R. Fernandez.

Proceedings of ACL 2016

2016


Deriving Boolean Structures from distributional vectors [CODE]

G. Kruszewski, D. Paperno and M. Baroni

Transactions of the Association for Computational Linguistics 3: 375-388

2015


Jointly optimizing word representations for lexical and sentential tasks with the C-PHRASE model.

N. Pham, G. Kruszewski, A. Lazaridou and M. Baroni

Proceedings of ACL 2015 (53rd Annual Meeting of the Association for Computational Linguistics), East Stroudsburg PA: ACL, 971-981.

2015


So similar and yet incompatible: Toward automated identification of semantically compatible words [DATA] [CODE]

G. Kruszewski and M. Baroni

Proceedings of NAACL HLT 2015 (2015 Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies), East Stroudsburg PA: ACL, 964-969.

2015


Dead parrots make bad pets: Exploring modifier effects in noun phrases [DATA]

G. Kruszewski and M. Baroni

Proceedings of *SEM 2014 (Third Joint Conference on Lexical and Computational Semantics), East Stroudsburg PA: ACL, 171-181.

2014


Don't count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectors.

M. Baroni, G. Dinu and G. Kruszewski

Proceedings of ACL 2014 (52nd Annual Meeting of the Association for Computational Linguistics), East Stroudsburg PA: ACL, 238-247.

2014


Generation for Grammar Engineering.

C. Gardent and G. Kruszewski

Proceedings of INLG 2012 (Seventh International Natural Language Generation Conference), East Stroudsburg PA: ACL, 31-39.

2012


Generating grammar exercises.

L. Perez-Beltrachini, C. Gardent and G. Kruszewski

Proceedings of the Seventh Workshop on Building Educational Applications Using NLP (2012), East Stroudsburg PA: ACL, 147-156.

2012


Volunteer Work

En La Tecla computer literacy group

2007 - 2011

This was a project sponsored by the Exact and Natural Sciences Faculty of the University of Buenos Aires, having the double scope of teaching computer basics to low income people while also bridging the gap between the University and people living in poor regions of the city.


Free Time

(A rarely seen species)

Photography

I enjoy taking pictures. Here are some that I have taken over the years: