4 papers
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…