Petr Marek — accepted AI-conference papers

2022

Flowstorm: Open-Source Platform with Hybrid Dialogue Architecture

Jan Pichl, Petr Marek, Jakub Konrád, Petr Lorenc, Ondrej Kobza, Tomáš Zajíček +1

NAACL 2022system demonstrations

This paper presents a conversational AI platform called Flowstorm. Flowstorm is an open-source SaaS project suitable for creating, running, and analyzing conversational applications. Thanks to the fast and fully automated build process, the dialogues created within the platform can be executed in se…

Cited by 5 Source ↗PDF ↗code ↗Scholar ↗

2021

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

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

NAACL 2021industry

Detecting an Out-of-Domain (OOD) utterance is crucial for a robust dialog system. Most dialog systems are trained on a pool of annotated OOD data to achieve this goal. However, collecting the annotated OOD data for a given domain is an expensive process. To mitigate this issue, previous works have p…

Cited by 36 Source ↗PDF ↗code ↗Scholar ↗