[HTML][HTML] Establishing semantic relatedness through ratings, reaction times, and semantic vectors: A database in Polish
This study presents a Polish semantic priming dataset and semantic similarity ratings for
word pairs obtained with native Polish speakers, as well as a range of semantic spaces. The …
word pairs obtained with native Polish speakers, as well as a range of semantic spaces. The …
Evaluating KGR10 Polish word embeddings in the recognition of temporal expressions using BiLSTM-CRF
J Kocoń, M Gawor - arXiv preprint arXiv:1904.04055, 2019 - arxiv.org
The article introduces a new set of Polish word embeddings, built using KGR10 corpus,
which contains more than 4 billion words. These embeddings are evaluated in the problem …
which contains more than 4 billion words. These embeddings are evaluated in the problem …
Evaluation of greek word embeddings
Since word embeddings have been the most popular input for many NLP tasks, evaluating
their quality is of critical importance. Most research efforts are focusing on English word …
their quality is of critical importance. Most research efforts are focusing on English word …
Improving time-series demand modeling in hospitality business by analytics of public event datasets
Forecasting occupancy in hospitality business with autoregressive time-series models does
not intercept occasional impact of public events. Our goal was to find appropriate datasets …
not intercept occasional impact of public events. Our goal was to find appropriate datasets …
Wordnet-based evaluation of large distributional models for polish
M Piasecki, G Czachor, A Janz… - Proceedings of the …, 2018 - aclanthology.org
The paper presents construction of large scale test datasets for word embeddings on the
basis of a very large wordnet. They were next applied for evaluation of word embedding …
basis of a very large wordnet. They were next applied for evaluation of word embedding …
Literal, metphorical or both? detecting metaphoricity in isolated adjective-noun phrases
A Mykowiecka, M Marciniak… - Proceedings of the …, 2018 - aclanthology.org
The paper addresses the classification of isolated Polish adjective-noun phrases according
to their metaphoricity. We tested neural networks to predict if a phrase has a literal or …
to their metaphoricity. We tested neural networks to predict if a phrase has a literal or …
Building semantic user profile for polish web news portal
J Misztal-Radecka - Computer Science, 2018 - journals.agh.edu.pl
BUILDING SEMANTIC USER PROFILE FOR POLISH WEB NEWS PORTAL Page 1 Computer
Science • 19(3) 2018 https://doi.org/10.7494/csci.2018.19.3.2753 Joanna Misztal-Radecka …
Science • 19(3) 2018 https://doi.org/10.7494/csci.2018.19.3.2753 Joanna Misztal-Radecka …
Automatic extraction of amendments from polish statutory law
A Smywiński-Pohl, M Piech, Z Kaleta… - Proceedings of the …, 2021 - dl.acm.org
The article discusses the problem of automatic detection of amendments found in the Polish
statutory law. We treat the problem as a token-classification task and we introduce a scheme …
statutory law. We treat the problem as a token-classification task and we introduce a scheme …
[PDF][PDF] SimLex-999 for Polish
A Mykowiecka, M Marciniak… - Proceedings of the …, 2018 - aclanthology.org
The paper addresses the Polish version of SimLex-999 which we extended to contain not
only measurement of similarity but also relatedness. The data was translated by three …
only measurement of similarity but also relatedness. The data was translated by three …
Universal language model fine-tuning with subword tokenization for polish
P Czapla, J Howard, M Kardas - arXiv preprint arXiv:1810.10222, 2018 - arxiv.org
Universal Language Model for Fine-tuning [arXiv: 1801.06146](ULMFiT) is one of the first
NLP methods for efficient inductive transfer learning. Unsupervised pretraining results in …
NLP methods for efficient inductive transfer learning. Unsupervised pretraining results in …