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Metric Learning and Adaptive Boundary for Out-of-Domain Detection



Petr Lorenc , Tommaso Gargiani , Jan Pichl , Jakub Konrád , Petr Marek , Ondřej Kobza , Jan Šedivý

* Accepted to The 27th International Conference on Natural Language & Information Systems (NLDB) 2022 

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Alquist 4.0: Towards Social Intelligence Using Generative Models and Dialogue Personalization



Jakub Konrád , Jan Pichl , Petr Marek , Petr Lorenc , Van Duy Ta , Ondřej Kobza , Lenka Hýlová , Jan Šedivý

* 20 pages 

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Text Summarization of Czech News Articles Using Named Entities



Petr Marek , Štěpán Müller , Jakub Konrád , Petr Lorenc , Jan Pichl , Jan Šedivý

* The Prague Bulletin of Mathematical Linguistics 2021 116 

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OodGAN: Generative Adversarial Network for Out-of-Domain Data Generation



Petr Marek , Vishal Ishwar Naik , Vincent Auvray , Anuj Goyal

* NAACL 2021 Industry track 

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Do We Need Online NLU Tools?



Petr Lorenc , Petr Marek , Jan Pichl , Jakub Konrád , Jan Šedivý

* 8 pages, 9 tables 

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Alquist 3.0: Alexa Prize Bot Using Conversational Knowledge Graph



Jan Pichl , Petr Marek , Jakub Konrád , Petr Lorenc , Van Duy Ta , Jan Šedivý


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Alquist 2.0: Alexa Prize Socialbot Based on Sub-Dialogue Models



Jan Pichl , Petr Marek , Jakub Konrád , Martin Matulík , Jan Šedivý


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Hybrid Code Networks using a convolutional neural network as an input layer achieves higher turn accuracy



Petr Marek

* Proceedings of the International Student Scientific Conference Poster 23/2019 

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Alquist: The Alexa Prize Socialbot



Jan Pichl , Petr Marek , Jakub Konrád , Martin Matulík , Hoang Long Nguyen , Jan Šedivý


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