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06/03/2023
Extending an Event-type Ontology: Adding Verbs and Classes Using Fine-tuned LLMs Suggestions
In this project, we have investigated the use of advanced machine learni...
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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...
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11/17/2021
Character Transformations for Non-Autoregressive GEC Tagging
We propose a character-based nonautoregressive GEC approach, with automa...
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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...
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05/24/2021
Diacritics Restoration using BERT with Analysis on Czech language
We propose a new architecture for diacritics restoration based on contex...
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05/24/2021
RobeCzech: Czech RoBERTa, a monolingual contextualized language representation model
We present RobeCzech, a monolingual RoBERTa language representation mode...
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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...
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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...
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09/08/2019
Czech Text Processing with Contextual Embeddings: POS Tagging, Lemmatization, Parsing and NER
Contextualized embeddings, which capture appropriate word meaning depend...
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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...
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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...
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08/19/2019