2 citations · 3 across the 6 of their papers we have counts for
6 papers · 1 filter
Corpus Frequencies in Morphological Inflection: Do They Matter?
Tomáš Sourada, Jana Straková
The traditional approach to morphological inflection (the task of modifying a base word (lemma) to express grammatical categories) has been, for decades, to consider lexical entrie…
Flexing in 73 Languages: A Single Small Model for Multilingual Inflection
Tomáš Sourada, Jana Straková
We present a compact, single-model approach to multilingual inflection, the task of generating inflected word forms from base lemmas to express grammatical categories. Our model, t…
Refining Czech GEC: Insights from a Multi-Experiment Approach
Petr Pechman, Milan Straka, Jana Straková +1
We present a grammar error correction (GEC) system that achieves state of the art for the Czech language. Our system is based on a neural network translation approach with the Tran…
NameTag 3: A Tool and a Service for Multilingual/Multitagset NER
Jana Straková, Milan Straka
We introduce NameTag 3, an open-source tool and cloud-based web service for multilingual, multidataset, and multitagset named entity recognition (NER), supporting both flat and nes…
Extending an Event-type Ontology: Adding Verbs and Classes Using Fine-tuned LLMs Suggestions
Jana Straková, Eva Fučíková, Jan Hajič +1
In this project, we have investigated the use of advanced machine learning methods, specifically fine-tuned large language models, for pre-annotating data for a lexical extension t…
ÚFAL CorPipe at CRAC 2022: Effectivity of Multilingual Models for Coreference Resolution
Milan Straka, Jana Straková
We describe the winning submission to the CRAC 2022 Shared Task on Multilingual Coreference Resolution. Our system first solves mention detection and then coreference linking on th…