Jirí Martínek

Orcid: 0000-0003-2981-1723

According to our database1, Jirí Martínek authored at least 27 papers between 2018 and 2024.

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Bibliography

2024
Czech medical coding assistant based on transformer networks.
Comput. Biol. Medicine, 2024

UWBA at SemEval-2024 Task 3: Dialogue Representation and Multimodal Fusion for Emotion Cause Analysis.
Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

Heimatkunde: Dataset for Multi-Modal Historical Document Analysis.
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

COMICORDA: Dialogue Act Recognition in Comic Books.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023
Towards Historical Map Analysis Using Deep Learning Techniques.
Proceedings of the Artificial Intelligence Applications and Innovations, 2023

Towards Automatic Medical Report Classification in Czech.
Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

2022
Well-calibrated confidence measures for multi-label text classification with a large number of labels.
Pattern Recognit., 2022

Correction to: Building an efficient OCR system for historical documents with little training data.
Neural Comput. Appl., 2022

Weak supervision for Question Type Detection with large language models.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Text Line Segmentation in Historical Newspapers.
Proceedings of the Artificial Intelligence and Soft Computing, 2022

Historical Map Toponym Extraction for Efficient Information Retrieval.
Proceedings of the Document Analysis Systems - 15th IAPR International Workshop, 2022

2021
HDPA: historical document processing and analysis framework.
Evol. Syst., 2021

Cross-Lingual Approaches for Task-Specific Dialogue Act Recognition.
Proceedings of the Artificial Intelligence Applications and Innovations, 2021

Dialogue Act Recognition Using Visual Information.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Border Detection for Seamless Connection of Historical Cadastral Maps.
Proceedings of the Document Analysis and Recognition, 2021

2020
Building an efficient OCR system for historical documents with little training data.
Neural Comput. Appl., 2020

Cross-lingual Transfer Learning for Dialogue Act Recognition.
CoRR, 2020

Re-Ranking for Writer Identification and Writer Retrieval.
Proceedings of the Document Analysis Systems - 14th IAPR International Workshop, 2020

2019
Multi-Lingual Dialogue Act Recognition with Deep Learning Methods.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Training Strategies for OCR Systems for Historical Documents.
Proceedings of the Artificial Intelligence Applications and Innovations, 2019

Tools for Semi-automatic Preparation of Training Data for OCR.
Proceedings of the Artificial Intelligence Applications and Innovations, 2019

Hybrid Training Data for Historical Text OCR.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

A Deep Neural Network Conformal Predictor for Multi-label Text Classification.
Proceedings of the Conformal and Probabilistic Prediction and Applications, 2019

2018
UWB at IEST 2018: Emotion Prediction in Tweets with Bidirectional Long Short-Term Memory Neural Network.
Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, 2018

Semantic Space Transformations for Cross-Lingual Document Classification.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

Neural Networks for Multi-lingual Multi-label Document Classification.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

Error Correction for Information Retrieval of Czech Documents.
Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018


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