Search Results for author: Daniel Kondratyuk

Found 2 papers, 2 papers with code

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

1 code implementation EMNLP 2018 Daniel Kondratyuk, Tom{\'a}{\v{s}} Gaven{\v{c}}iak, Milan Straka, Jan Haji{\v{c}}

We present LemmaTag, a featureless neural network architecture that jointly generates part-of-speech tags and lemmas for sentences by using bidirectional RNNs with character-level and word-level embeddings.

Lemmatization Machine Translation +4

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

2 code implementations10 Aug 2018 Daniel Kondratyuk, Tomáš Gavenčiak, Milan Straka, Jan Hajič

We present LemmaTag, a featureless neural network architecture that jointly generates part-of-speech tags and lemmas for sentences by using bidirectional RNNs with character-level and word-level embeddings.

Lemmatization Part-Of-Speech Tagging +1

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