11 citations · 15 across the 6 of their papers we have counts for
7 papers
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…
CWRCzech: 100M Query-Document Czech Click Dataset and Its Application to Web Relevance Ranking
Josef Vonášek, Milan Straka, Rostislav Krč +4
We present CWRCzech, Click Web Ranking dataset for Czech, a 100M query-document Czech click dataset for relevance ranking with user behavior data collected from search engine logs…
Czech Grammar Error Correction with a Large and Diverse Corpus
Jakub Náplava, Milan Straka, Jana Straková +1
We introduce a large and diverse Czech corpus annotated for grammatical error correction (GEC) with the aim to contribute to the still scarce data resources in this domain for lang…
Character Transformations for Non-Autoregressive GEC Tagging
Milan Straka, Jakub Náplava, Jana Straková
We propose a character-based nonautoregressive GEC approach, with automatically generated character transformations. Recently, per-word classification of correction edits has prove…
Diacritics Restoration using BERT with Analysis on Czech language
Jakub Náplava, Milan Straka, Jana Straková
We propose a new architecture for diacritics restoration based on contextualized embeddings, namely BERT, and we evaluate it on 12 languages with diacritics. Furthermore, we conduc…
Grammatical Error Correction in Low-Resource Scenarios
Jakub Náplava, Milan Straka
Grammatical error correction in English is a long studied problem with many existing systems and datasets. However, there has been only a limited research on error correction of ot…
CUNI System for the Building Educational Applications 2019 Shared Task: Grammatical Error Correction
Jakub Náplava, Milan Straka
In this paper, we describe our systems submitted to the Building Educational Applications (BEA) 2019 Shared Task (Bryant et al., 2019). We participated in all three tracks. Our mod…