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TAPAS at SemEval-2021 Task 9: Reasoning over tables with intermediate pre-training


Apr 02, 2021
Thomas Müller, Julian Martin Eisenschlos, Syrine Krichene


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Open Domain Question Answering over Tables via Dense Retrieval


Mar 22, 2021
Jonathan Herzig, Thomas Müller, Syrine Krichene, Julian Martin Eisenschlos

* NAACL 2021 

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Collective defense of honeybee colonies: experimental results and theoretical modeling


Oct 14, 2020
Andrea López-Incera, Morgane Nouvian, Katja Ried, Thomas Müller, Hans J. Briegel


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Understanding tables with intermediate pre-training


Oct 05, 2020
Julian Martin Eisenschlos, Syrine Krichene, Thomas Müller

* Accepted to EMNLP Findings 2020 

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Neural Control Variates


Jun 02, 2020
Thomas Müller, Fabrice Rousselle, Jan Novák, Alexander Keller

* 18 pages, 12 figures 

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TAPAS: Weakly Supervised Table Parsing via Pre-training


Apr 21, 2020
Jonathan Herzig, Paweł Krzysztof Nowak, Thomas Müller, Francesco Piccinno, Julian Martin Eisenschlos

* Accepted to ACL 2020 

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Development of swarm behavior in artificial learning agents that adapt to different foraging environments


Apr 01, 2020
Andrea López-Incera, Katja Ried, Thomas Müller, Hans J. Briegel


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How a minimal learning agent can infer the existence of unobserved variables in a complex environment


Oct 15, 2019
Katja Ried, Benjamin Eva, Thomas Müller, Hans J. Briegel

* 28 pages plus references, 9 figures 

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Answering Conversational Questions on Structured Data without Logical Forms


Aug 30, 2019
Thomas Müller, Francesco Piccinno, Massimo Nicosia, Peter Shaw, Yasemin Altun

* EMNLP 2019 

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Neural Importance Sampling


Sep 27, 2018
Thomas Müller, Brian McWilliams, Fabrice Rousselle, Markus Gross, Jan Novák

* 16 pages, 12 figures. Submitted to ACM Trans. Graph 

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Modelling collective motion based on the principle of agency


Dec 04, 2017
Katja Ried, Thomas Müller, Hans J. Briegel

* 13 pages plus 6 page appendix, 6 figures 

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Deep Scattering: Rendering Atmospheric Clouds with Radiance-Predicting Neural Networks


Sep 15, 2017
Simon Kallweit, Thomas Müller, Brian McWilliams, Markus Gross, Jan Novák

* ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia 2017) 

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