doc. RNDr. Aleš Horák, Ph.D.

Associate professor, Department of Machine Learning and Data Processing

office: A213
Botanická 554/68a
602 00 Brno

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phone:	+420 549 49 4377
e‑mail:

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Basic information

Type

Total number of publications: 231

2024

Generating High-Quality F0 Embeddings Using the Vector-Quantized Variational Autoencoder

PORTEŠ David HORÁK Aleš

Paper in proceedings

Text, Speech, and Dialogue, year: 2024
New Human-Annotated Dataset of Czech Health Records for Training Medical Concept Recognition Models

ANETTA Krištof HORÁK Aleš

Paper in proceedings

Text, Speech, and Dialogue, year: 2024
Recognition of Propaganda Techniques in Newspaper Texts: Fusion of Content and Style Analysis

HORÁK Aleš SABOL Radoslav HERMAN Ondřej BAISA Vít

Peer-reviewed scientific article

Expert Systems with Applications, year: 2024, volume: 251, edition: 124085, DOI
SlamaTrain – Representative Training Dataset for Slavonic Large Language Models

MEDVEĎ Marek SABOL Radoslav HORÁK Aleš

Paper in proceedings

Recent Advances in Slavonic Natural Language Processing, RASLAN 2024, year: 2024

2023

Augmenting Stylometric Features to Improve Detection of Propaganda and Manipulation

SABOL Radoslav HORÁK Aleš

Paper in proceedings

Proceedings of the Seventeenth Workshop on Recent Advances in Slavonic Natural Languages Processing, RASLAN 2023, year: 2023
Nástroj na extrakci pojmenovaných entit a vztahů ze skenovaných textů

HORÁK Aleš RAMBOUSEK Adam RYCHLÝ Pavel NOVOTNÝ Vít VRABCOVÁ Tereza

Software

Year: 2023
People and Places of Historical Europe: Bootstrapping Annotation Pipeline and a New Corpus of Named Entities in Late Medieval Texts

NOVOTNÝ Vít LUGER Kristýna ŠTEFÁNIK Michal VRABCOVÁ Tereza HORÁK Aleš

Paper in proceedings

Findings of the Association for Computational Linguistics: ACL 2023, year: 2023
Systém portálu AHISTO

HORÁK Aleš RAMBOUSEK Adam RYCHLÝ Pavel NOVOTNÝ Vít VRABCOVÁ Tereza

Software

Year: 2023

2022

Comparing RNN and Transformer Context Representations in the Czech Answer Selection Task

MEDVEĎ Marek HORÁK Aleš SABOL Radoslav

Paper in proceedings

Proceedings of the 14th International Conference on Agents and Artificial Intelligence (ICAART), year: 2022
Deep Learning Analysis of Polish Electronic Health Records for Diagnosis Prediction in Patients with Cardiovascular Diseases

ANETTA Krištof HORÁK Aleš JADCZYK Tomasz WOJAKOWSKI Wojciech WITA Krystian

Peer-reviewed scientific article

Journal of Personalized Medicine, year: 2022, volume: 12, edition: 6, DOI