Ladislav Lenc

Large Language Models for the Summarization of Czech Documents: From History to the Present

Václav Tran, Jakub Šmíd, Ladislav Lenc, Jean-Pierre Salmon et autres

On self-supervision in historical handwritten document segmentation

Josef Baloun, Martin Prantl, Ladislav Lenc, Jiřı́ Martı́nek et autres

Abstract Historical document analysis plays a crucial role in understanding and preserving our past. However, this task is often hindered by challenges such as limited annotated training data and the diverse nature of historical handwritten documents. In this paper, we explore the …

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Historical Map Understanding Using End-to-End Methods

Ladislav Lenc, Jiřı́ Martı́nek, Pavel Král

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Large Language Models for Summarizing Czech Historical Documents and Beyond

Jakub Šmíd, Jiřı́ Martı́nek, Ladislav Lenc, Pavel Král

Text summarization is the task of shortening a larger body of text into a concise version while retaining its essential meaning and key information. While summarization has been significantly explored in English and other high-resource languages, Czech text summarization, particularly for historical …

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Using Adaptive Neural Networks for Optimising Discrete Event Simulation

Pavel Raška, Zdeněk Ulrych, Josef Baloun, Miroslav Malaga et autres

The paper presents the use of adaptive neural networks for carrying out simulation optimisation using digital models (discrete event simulation models) created in accordance with the Industry 4.0 concept.The digital models reflect different problems in industrial engineering.The simulation optimisers use an adaptive …

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Czech medical coding assistant based on transformer networks

Ladislav Lenc, Jiřı́ Martı́nek, Josef Baloun, Pavel Přibáň et autres

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COMICORDA: Dialogue Act Recognition in Comic Books

Jiri Martinek, Pavel Kral, Ladislav Lenc, Josef Baloun

A System for Automatic Seamless Connection of Historical Cadastral Maps

Ladislav Lenc, Josef Baloun, Jiřı́ Martı́nek, Pavel Král

Abstract This paper presents a way to create a complex system for the automatic connection of individual map sheets into one seamless map. The goal is to provide a seamlessly connected map and allow its online presentation. This way, the maps will …

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Heimatkunde: Dataset for Multi-Modal Historical Document Analysis

Josef Baloun, Václav Honzík, Ladislav Lenc, Jiřı́ Martı́nek et autres

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UWBA at SemEval-2024 Task 3: Dialogue Representation and Multimodal Fusion for Emotion Cause Analysis

Josef Baloun, Jiřı́ Martı́nek, Ladislav Lenc, Pavel Kral et autres

In this paper, we present an approach for solving SemEval-2024 Task 3: The Competition of Multimodal Emotion Cause Analysis in Conversations.The task includes two subtasks that focus on emotion-cause pair extraction using text, video, and audio modalities.Our approach is composed of encoding …

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Text Line Segmentation in Historical Newspapers

Ladislav Lenc, Jiřı́ Martı́nek, Pavel Král

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Towards Automatic Medical Report Classification in Czech

Pavel Přibáň, Josef Baloun, Jiřı́ Martı́nek, Ladislav Lenc et autres

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