Milan Straka | DeepAI

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Featured Co-authors

Jana Straková
12 publications
David Samuel
12 publications
Jan Hajič
11 publications
Martin Popel
10 publications
Jakub Náplava
7 publications
Tomáš Gavenčiak
6 publications
Rui Carvalho
3 publications
Ľuboš Buzna
3 publications
Marie Mikulová
2 publications
Jan Štěpánek
2 publications
Barbora Štěpánková
2 publications

∙ 06/15/2023

Quality and Efficiency of Manual Annotation: Pre-annotation Bias

This paper presents an analysis of annotation using an automatic pre-ann...

0 Marie Mikulová, et al. ∙

∙ 06/15/2023

DaMuEL: A Large Multilingual Dataset for Entity Linking

We present DaMuEL, a large Multilingual Dataset for Entity Linking conta...

0 David Kubeša, et al. ∙

∙ 09/15/2022

ÚFAL CorPipe at CRAC 2022: Effectivity of Multilingual Models for Coreference Resolution

We describe the winning submission to the CRAC 2022 Shared Task on Multi...

0 Milan Straka, et al. ∙

∙ 11/17/2021

Character Transformations for Non-Autoregressive GEC Tagging

We propose a character-based nonautoregressive GEC approach, with automa...

0 Milan Straka, et al. ∙

∙ 10/28/2021

ÚFAL at MultiLexNorm 2021: Improving Multilingual Lexical Normalization by Fine-tuning ByT5

We present the winning entry to the Multilingual Lexical Normalization (...

7 David Samuel, et al. ∙

∙ 10/14/2021

Understanding Model Robustness to User-generated Noisy Texts

Sensitivity of deep-neural models to input noise is known to be a challe...

0 Jakub Náplava, et al. ∙

∙ 05/24/2021

Diacritics Restoration using BERT with Analysis on Czech language

We propose a new architecture for diacritics restoration based on contex...

0 Jakub Náplava, et al. ∙

∙ 05/24/2021

RobeCzech: Czech RoBERTa, a monolingual contextualized language representation model

We present RobeCzech, a monolingual RoBERTa language representation mode...

3 Milan Straka, et al. ∙

∙ 02/18/2021

A matrix approach to detect temporal behavioral patterns at electric vehicle charging stations

Based on the electric vehicle (EV) arrival times and the duration of EV ...

0 Milan Straka, et al. ∙

∙ 11/02/2020

ÚFAL at MRP 2020: Permutation-invariant Semantic Parsing in PERIN

We present PERIN, a novel permutation-invariant approach to sentence-to-...

4 David Samuel, et al. ∙

∙ 07/03/2020

Reading Comprehension in Czech via Machine Translation and Cross-lingual Transfer

Reading comprehension is a well studied task, with huge training dataset...

0 Kateřina Macková, et al. ∙

∙ 06/05/2020

UDPipe at EvaLatin 2020: Contextualized Embeddings and Treebank Embeddings

We present our contribution to the EvaLatin shared task, which is the fi...

0 Milan Straka, et al. ∙

∙ 06/05/2020

Prague Dependency Treebank – Consolidated 1.0

We present a richly annotated and genre-diversified language resource, t...

0 Jan Hajič, et al. ∙

∙ 06/02/2020

Explaining the distribution of energy consumption at slow charging infrastructure for electric vehicles from socio-economic data

Here, we develop a data-centric approach enabling to analyse which activ...

0 Milan Straka, et al. ∙

∙ 10/24/2019

ÚFAL MRPipe at MRP 2019: UDPipe Goes Semantic in the Meaning Representation Parsing Shared Task

We present a system description of our contribution to the CoNLL 2019 sh...

0 Milan Straka, et al. ∙

∙ 10/06/2019

Predicting popularity of EV charging infrastructure from GIS data

The availability of charging infrastructure is essential for large-scale...

0 Milan Straka, et al. ∙

∙ 10/01/2019

Grammatical Error Correction in Low-Resource Scenarios

Grammatical error correction in English is a long studied problem with m...

0 Jakub Náplava, et al. ∙

∙ 09/12/2019

CUNI System for the Building Educational Applications 2019 Shared Task: Grammatical Error Correction

In this paper, we describe our systems submitted to the Building Educati...

0 Jakub Náplava, et al. ∙

∙ 09/08/2019

Czech Text Processing with Contextual Embeddings: POS Tagging, Lemmatization, Parsing and NER

Contextualized embeddings, which capture appropriate word meaning depend...

0 Milan Straka, et al. ∙

∙ 08/20/2019

Evaluating Contextualized Embeddings on 54 Languages in POS Tagging, Lemmatization and Dependency Parsing

We present an extensive evaluation of three recently proposed methods fo...

0 Milan Straka, et al. ∙

∙ 08/19/2019

UDPipe at SIGMORPHON 2019: Contextualized Embeddings, Regularization with Morphological Categories, Corpora Merging

We present our contribution to the SIGMORPHON 2019 Shared Task: Crosslin...

0 Milan Straka, et al. ∙

∙ 08/19/2019

Neural Architectures for Nested NER through Linearization

We propose two neural network architectures for nested named entity reco...

0 Jana Straková, et al. ∙

∙ 08/10/2018

LemmaTag: Jointly Tagging and Lemmatizing for Morphologically-Rich Languages with BRNNs

We present LemmaTag, a featureless recurrent neural network architecture...

0 Daniel Kondratyuk, et al. ∙

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