3 papers
cs.LG2025
RetrySQL: text-to-SQL training with retry data for self-correcting query generation
Alicja Rączkowska, Riccardo Belluzzo, Piotr Zieliński +2
The text-to-SQL task is an active challenge in Natural Language Processing. Many existing solutions focus on using black-box language models extended with specialized components wi…
cs.SD2019
Interactive Lungs Auscultation with Reinforcement Learning Agent
Tomasz Grzywalski, Riccardo Belluzzo, Szymon Drgas +2
To perform a precise auscultation for the purposes of examination of respiratory system normally requires the presence of an experienced doctor. With most recent advances in machin…
cs.SD2018
Parameterization of Sequence of MFCCs for DNN-based voice disorder detection
Tomasz Grzywalski, Adam Maciaszek, Adam Biniakowski +8
In this article a DNN-based system for detection of three common voice disorders (vocal nodules, polyps and cysts; laryngeal neoplasm; unilateral vocal paralysis) is presented. The…