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Hits 1 – 20 of 21
1
Training dataset and dictionary sizes matter in BERT models: the case of Baltic languages ...
Ulčar, Matej
;
Robnik-Šikonja
. - : Zenodo, 2022
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2
Training dataset and dictionary sizes matter in BERT models: the case of Baltic languages ...
Ulčar, Matej
;
Robnik-Šikonja
. - : Zenodo, 2022
BASE
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3
Word-embedding based bilingual terminology alignment ...
Repar, Andraž
;
Martinc, Matej
;
Ulčar, Matej
. - : Zenodo, 2021
BASE
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4
Word-embedding based bilingual terminology alignment ...
Repar, Andraž
;
Martinc, Matej
;
Ulčar, Matej
. - : Zenodo, 2021
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5
List of single-word male and female occupations in Slovenian
Supej, Anka
;
Ulčar, Matej
;
Robnik-Šikonja, Marko
. - : Jožef Stefan Institute, 2021. : Faculty of Computer and Information Science, University of Ljubljana, 2021
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6
SloBERTa: Slovene monolingual large pretrained masked language model ...
Ulčar, Matej
;
Robnik-Šikonja, Marko
. - : Zenodo, 2021
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7
SloBERTa: Slovene monolingual large pretrained masked language model ...
Ulčar, Matej
;
Robnik-Šikonja, Marko
. - : Zenodo, 2021
BASE
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8
Evaluation of contextual embeddings on less-resourced languages ...
Ulčar, Matej
;
Žagar, Aleš
;
Armendariz, Carlos S.
. - : arXiv, 2021
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9
Training dataset and dictionary sizes matter in BERT models: the case of Baltic languages ...
Ulčar, Matej
;
Robnik-Šikonja, Marko
. - : arXiv, 2021
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10
Slovenian RoBERTa contextual embeddings model: SloBERTa 1.0
Ulčar, Matej
;
Robnik-Šikonja, Marko
. - : Faculty of Computer and Information Science, University of Ljubljana, 2020
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11
CroSloEngual BERT
Ulčar, Matej
;
Robnik-Šikonja, Marko
. - : Faculty of Computer and Information Science, University of Ljubljana, 2020
BASE
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12
A Resource for Evaluating Graded Word Similarity in Context: CoSimLex
Armendariz, Carlos
;
Matthew, Purver
;
Ulčar, Matej
. - : Queen Mary University, 2020
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13
CroSloEngual BERT 1.1
Ulčar, Matej
;
Robnik-Šikonja, Marko
. - : Faculty of Computer and Information Science, University of Ljubljana, 2020
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14
FinEst BERT and CroSloEngual BERT: less is more in multilingual models ...
Ulčar, Matej
;
Robnik-Šikonja, Marko
. - : arXiv, 2020
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15
Multilingual Culture-Independent Word Analogy Datasets ...
Ulčar, Matej
;
Vaik, Kristiina
;
Lindström, Jessica
;
Dailidėnaitė, Milda
;
Robnik-Šikonja, Marko
. - : Zenodo, 2020
Abstract:
In text processing, deep neural networks mostly use word embeddings as an input. Embeddings have to ensure that relations between words are reflected through distances in a high-dimensional numeric space. To compare the quality of different text embeddings, typically, we use benchmark datasets. We present a collection of such datasets for the word analogy task in nine languages: Croatian, English, Estonian, Finnish, Latvian, Lithuanian, Russian, Slovenian, and Swedish. We designed the monolingual analogy task to be much more culturally independent and also constructed cross-lingual analogy datasets for the involved languages. We present basic statistics of the created datasets and their initial evaluation using fastText embeddings. ...
Keyword:
analogy task
;
evaluation
;
less-resourced languages
;
word embeddings
URL:
https://zenodo.org/record/3894552
https://dx.doi.org/10.5281/zenodo.3894552
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16
Multilingual Culture-Independent Word Analogy Datasets ...
Ulčar, Matej
;
Vaik, Kristiina
;
Lindström, Jessica
. - : Zenodo, 2020
BASE
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17
SemEval-2020 Task 3: Graded Word Similarity in Context
Santos Armendariz, Carlos
;
Purver, Matthew
;
Pollak, Senja
. - : International Committee for Computational Linguistics, 2020. : https://www.aclweb.org/anthology/2020.semeval-1.3, 2020. : Proceedings of the 14th International Workshop on Semantic Evaluation (SemEval 2020), 2020
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18
ELMo embeddings models for seven languages
Ulčar, Matej
. - : Faculty of Computer and Information Science, University of Ljubljana, 2019
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19
Multilingual Culture-Independent Word Analogy Datasets
Ulčar, Matej
;
Vaik, Kristiina
;
Lindström, Jessica
. - : Faculty of Computer and Information Science, University of Ljubljana, 2019
BASE
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20
ELMo embeddings model, Slovenian
Ulčar, Matej
. - : Faculty of Computer and Information Science, University of Ljubljana, 2019
BASE
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