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Language Modelling as a Multi-Task Problem


Jan 27, 2021
Lucas Weber, Jaap Jumelet, Elia Bruni, Dieuwke Hupkes

* Accepted for publication at EACL 2021 

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The Grammar of Emergent Languages


Oct 09, 2020
Oskar van der Wal, Silvan de Boer, Elia Bruni, Dieuwke Hupkes

* Accepted at EMNLP 2020 

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Internal and external pressures on language emergence: least effort, object constancy and frequency


Apr 08, 2020
Diana RodrĂ­guez Luna, Edoardo Maria Ponti, Dieuwke Hupkes, Elia Bruni


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Compositional properties of emergent languages in deep learning


Jan 23, 2020
Bence Keresztury, Elia Bruni


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Exploiting Language Instructions for Interpretable and Compositional Reinforcement Learning


Jan 13, 2020
Michiel van der Meer, Matteo Pirotta, Elia Bruni

* 10 pages, 5 figures 

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Co-evolution of language and agents in referential games


Jan 10, 2020
Gautier Dagan, Dieuwke Hupkes, Elia Bruni

* 10 pages, 9 figures 

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Incentivizing the Emergence of Grounded Discrete Communication Between General Agents


Jan 06, 2020
Thomas A. Unger, Elia Bruni

* Summary of a master thesis by Thomas A. Unger, supervised by Elia Bruni at the University of Amsterdam from January to August 2019. 9 pages, 6 figures, 2 tables 

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Learning to Request Guidance in Emergent Communication


Dec 11, 2019
Benjamin Kolb, Leon Lang, Henning Bartsch, Arwin Gansekoele, Raymond Koopmanschap, Leonardo Romor, David Speck, Mathijs Mul, Elia Bruni


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Location Attention for Extrapolation to Longer Sequences


Nov 10, 2019
Yann Dubois, Gautier Dagan, Dieuwke Hupkes, Elia Bruni

* 10 pages, 9 figures 

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The compositionality of neural networks: integrating symbolism and connectionism


Aug 22, 2019
Dieuwke Hupkes, Verna Dankers, Mathijs Mul, Elia Bruni


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Mastering emergent language: learning to guide in simulated navigation


Aug 14, 2019
Mathijs Mul, Diane Bouchacourt, Elia Bruni


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Assessing incrementality in sequence-to-sequence models


Jun 07, 2019
Dennis Ulmer, Dieuwke Hupkes, Elia Bruni

* Accepted at Repl4NLP, ACL 

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On the Realization of Compositionality in Neural Networks


Jun 06, 2019
Joris Baan, Jana Leible, Mitja Nikolaus, David Rau, Dennis Ulmer, Tim Baumgärtner, Dieuwke Hupkes, Elia Bruni

* To appear at BlackboxNLP 2019, ACL 

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Transcoding compositionally: using attention to find more generalizable solutions


Jun 06, 2019
Kris Korrel, Dieuwke Hupkes, Verna Dankers, Elia Bruni

* to appear at BlackboxNLP 2019, ACL 

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The PhotoBook Dataset: Building Common Ground through Visually-Grounded Dialogue


Jun 04, 2019
Janosch Haber, Tim Baumgärtner, Ece Takmaz, Lieke Gelderloos, Elia Bruni, Raquel Fernández

* Cite as: Janosch Haber, Tim Baumg\"artner, Ece Takmaz, Lieke Gelderloos, Elia Bruni, and Raquel Fern\'andez. The PhotoBook Dataset: Building Common Ground through Visually Grounded Dialogue. In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL), 2019 

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The Fast and the Flexible: training neural networks to learn to follow instructions from small data


Sep 17, 2018
Rezka Leonandya, Elia Bruni, Dieuwke Hupkes, Germán Kruszewski


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Jointly Learning to See, Ask, and GuessWhat


Sep 10, 2018
Aashish Venkatesh, Ravi Shekhar, Tim Baumgärtner, Elia Bruni, Raffaella Bernardi, Raquel Fernández


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Learning compositionally through attentive guidance


Sep 10, 2018
Dieuwke Hupkes, Anand Singh, Kris Korrel, German Kruszewski, Elia Bruni


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Ask No More: Deciding when to guess in referential visual dialogue


Jun 12, 2018
Ravi Shekhar, Tim Baumgartner, Aashish Venkatesh, Elia Bruni, Raffaella Bernardi, Raquel Fernandez

* COLING 2018 (accepted) 

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Gland Segmentation in Colon Histology Images: The GlaS Challenge Contest


Sep 01, 2016
Korsuk Sirinukunwattana, Josien P. W. Pluim, Hao Chen, Xiaojuan Qi, Pheng-Ann Heng, Yun Bo Guo, Li Yang Wang, Bogdan J. Matuszewski, Elia Bruni, Urko Sanchez, Anton Böhm, Olaf Ronneberger, Bassem Ben Cheikh, Daniel Racoceanu, Philipp Kainz, Michael Pfeiffer, Martin Urschler, David R. J. Snead, Nasir M. Rajpoot


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