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SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence Embedding ...
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9 - A Targeted Assessment of the Syntactic Abilities of Transformer Models for Galician-Portuguese ...
PROPOR 2022 2022; Crespo-Otero, Alfredo; Garcia, Marcos. - : Underline Science Inc., 2022
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3
Universal Dependencies 2.9
Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2021
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4
Universal Dependencies 2.8.1
Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2021
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5
Universal Dependencies 2.8
Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2021
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6
Bertinho: Galician BERT Representations ...
Abstract: This paper presents a monolingual BERT model for Galician. We follow the recent trend that shows that it is feasible to build robust monolingual BERT models even for relatively low-resource languages, while performing better than the well-known official multilingual BERT (mBERT). More particularly, we release two monolingual Galician BERT models, built using 6 and 12 transformer layers, respectively; trained with limited resources (~45 million tokens on a single GPU of 24GB). We then provide an exhaustive evaluation on a number of tasks such as POS-tagging, dependency parsing and named entity recognition. For this purpose, all these tasks are cast in a pure sequence labeling setup in order to run BERT without the need to include any additional layers on top of it (we only use an output classification layer to map the contextualized representations into the predicted label). The experiments show that our models, especially the 12-layer one, outperform the results of mBERT in most tasks. ... : Accepted in the journal Procesamiento del Lenguaje Natural ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences
URL: https://dx.doi.org/10.48550/arxiv.2103.13799
https://arxiv.org/abs/2103.13799
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7
Assessing the Representations of Idiomaticity in Vector Models with a Noun Compound Dataset Labeled at Type and Token Levels ...
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8
Exploring the Representation of Word Meanings in Context: A Case Study on Homonymy and Synonymy ...
Garcia, Marcos. - : arXiv, 2021
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9
SOCIAL JUSTICE WARRIORS: COACHING TEACHERS TO ENACT CULTURALLY RESPONSIVE PEDAGOGY
Garcia, Marcos M. - : East Carolina University, 2021
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10
Exploring the Representation of Word Meanings in Context: A Case Study on Homonymy and Synonymy ...
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11
Universal Dependencies 2.7
Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2020
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12
Universal Dependencies 2.6
Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2020
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13
Universal Dependencies 2.5
Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2019
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14
Universal Dependencies 2.4
Nivre, Joakim; Abrams, Mitchell; Agić, Željko. - : Universal Dependencies Consortium, 2019
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15
Uma Utilidade para o Reconhecimento de Topónimos em Documentos Medievais ; A Tool for Toponym Recognition in Medieval Documents
Canosa, Xavier; Gamallo, Pablo; Varela, Xavier. - : Universidade do Minho, 2019
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16
Universal Dependencies 2.2
In: https://hal.archives-ouvertes.fr/hal-01930733 ; 2018 (2018)
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17
Universal Dependencies 2.3
Nivre, Joakim; Abrams, Mitchell; Agić, Željko. - : Universal Dependencies Consortium, 2018
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18
Universal Dependencies 2.2
Nivre, Joakim; Abrams, Mitchell; Agić, Željko. - : Universal Dependencies Consortium, 2018
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19
Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop
Markantonatou, Stella; Ramisch, Carlos; Savary, Agata. - : Language Science Press, 2018
In: Language Science Press; (2018)
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20
Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop
Markantonatou, Stella; Ramisch, Carlos; Savary, Agata. - : Language Science Press, 2018
In: Language Science Press; (2018)
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