1 |
SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence Embedding ...
|
|
|
|
BASE
|
|
Show details
|
|
2 |
9 - A Targeted Assessment of the Syntactic Abilities of Transformer Models for Galician-Portuguese ...
|
|
|
|
BASE
|
|
Show details
|
|
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
|
|
BASE
|
|
Hide details
|
|
7 |
Assessing the Representations of Idiomaticity in Vector Models with a Noun Compound Dataset Labeled at Type and Token Levels ...
|
|
|
|
BASE
|
|
Show details
|
|
8 |
Exploring the Representation of Word Meanings in Context: A Case Study on Homonymy and Synonymy ...
|
|
|
|
BASE
|
|
Show details
|
|
9 |
SOCIAL JUSTICE WARRIORS: COACHING TEACHERS TO ENACT CULTURALLY RESPONSIVE PEDAGOGY
|
|
|
|
BASE
|
|
Show details
|
|
10 |
Exploring the Representation of Word Meanings in Context: A Case Study on Homonymy and Synonymy ...
|
|
|
|
BASE
|
|
Show details
|
|
15 |
Uma Utilidade para o Reconhecimento de Topónimos em Documentos Medievais ; A Tool for Toponym Recognition in Medieval Documents
|
|
|
|
BASE
|
|
Show details
|
|
16 |
Universal Dependencies 2.2
|
|
|
|
In: https://hal.archives-ouvertes.fr/hal-01930733 ; 2018 (2018)
|
|
BASE
|
|
Show details
|
|
19 |
Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop
|
|
|
|
In: Language Science Press; (2018)
|
|
BASE
|
|
Show details
|
|
20 |
Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop
|
|
|
|
In: Language Science Press; (2018)
|
|
BASE
|
|
Show details
|
|
|
|