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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 12 of 12 1 Enhancing Sequence-to-Sequence Neural Lemmatization with External Resources ... Milintsevich, Kirill; Sirts, Kairit. - : arXiv, 2021 BASE Show details 2 Evaluating Multilingual BERT for Estonian ... Kittask, Claudia; Milintsevich, Kirill; Sirts, Kairit. - : arXiv, 2020 BASE Show details 3 EstBERT: A Pretrained Language-Specific BERT for Estonian ... Tanvir, Hasan; Kittask, Claudia; Eiche, Sandra; Sirts, Kairit. - : arXiv, 2020 Abstract: This paper presents EstBERT, a large pretrained transformer-based language-specific BERT model for Estonian. Recent work has evaluated multilingual BERT models on Estonian tasks and found them to outperform the baselines. Still, based on existing studies on other languages, a language-specific BERT model is expected to improve over the multilingual ones. We first describe the EstBERT pretraining process and then present the results of the models based on finetuned EstBERT for multiple NLP tasks, including POS and morphological tagging, named entity recognition and text classification. The evaluation results show that the models based on EstBERT outperform multilingual BERT models on five tasks out of six, providing further evidence towards a view that training language-specific BERT models are still useful, even when multilingual models are available. ... : NoDaLiDa 2021 ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://dx.doi.org/10.48550/arxiv.2011.04784 https://arxiv.org/abs/2011.04784 BASE Hide details 4 STransE: a novel embedding model of entities and relationships in knowledge bases ... Nguyen, Dat Quoc; Sirts, Kairit; Qu, Lizhen. - : arXiv, 2016 BASE Show details 5 STransE : a novel embedding model of entities and relationships in knowledge bases Nguyen, Dat Quoc; Sirts, Kairit; Qu, Lizhen. - : Red Hook, New York : Association for Computational Linguistics, 2016 BASE Show details 6 Query-based single document summarization using an Ensemble Noisy Auto-Encoder Yousefi Azar, Mahmood; Sirts, Kairit; Molla Aliod, Diego. - : Melbourne, Australia : Association for Computational Linguistics, 2015 BASE Show details 7 POS induction with distributional and morphological information using a distance-dependent Chinese Restaurant Process Sirts, Kairit; Eisenstein, Jacob; Elsner, Micha. - : Stroudsburg, PA : Association for Computational Linguistics, 2014 BASE Show details 8 Minimally-supervised morphological segmentation using adaptor grammars Sirts, Kairit; Goldwater, Sharon. - : Association for Computational Linguistics, 2013 BASE Show details 9 Noisy-channel spelling correction models for Estonian learner language corpus lemmatisation Sirts, Kairit. - : Amsterdam : IOS Press, 2012 BASE Show details 10 A Hierarchical dirichlet process model for joint part-of-speech and morphology induction Alumäe, Tanel; Sirts, Kairit. - : Stroudsburg, PA : Association for Computational Linguistics, 2012 BASE Show details 11 Korpuste tükeldamine : rakendusi silpide ning allkeeltega ; Cutting the text corpora : applications with syllables and sub-languages Sirts, Kairit; Võhandu, Leo. - : Eesti Rakenduslingvistika Uhing = Estonian Association for Applied Linguistics, 2009 BASE Show details 12 Eesti silbisüsteemi struktuurist ; A preliminary structural view of the Estonian syllable system Võhandu, Leo; Sirts, Kairit; Aab, Eik. - : Eesti Rakenduslingvistika Uhing, 2008 BASE Show details

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