Deep learning-based user experience evaluation in distance learning
The Covid-19 pandemic caused uncertainties in many different organizations, institutions
gained experience in remote working and showed that high-quality distance education is a …
gained experience in remote working and showed that high-quality distance education is a …
Text document clustering: Wordnet vs. TF-IDF vs. word embeddings
In the paper, we deal with the problem of unsupervised text document clustering for the
Polish language. Our goal is to compare the modern approaches based on language …
Polish language. Our goal is to compare the modern approaches based on language …
The CLARIN infrastructure as an interoperable language technology platform for SSH and beyond
CLARIN is a European Research Infrastructure Consortium develo** and providing a
federated and interoperable platform to support scientists in the field of the Social Sciences …
federated and interoperable platform to support scientists in the field of the Social Sciences …
Bag-of-words, bag-of-topics and word-to-vec based subject classification of text documents in polish-a comparative study
This paper deals with the problem of classification of Polish language documents in terms of
a subject category. We compare four state-of-the-art approaches to this task which differ …
a subject category. We compare four state-of-the-art approaches to this task which differ …
StyloMetrix: An Open-Source Multilingual Tool for Representing Stylometric Vectors
This work aims to provide an overview on the open-source multilanguage tool called
StyloMetrix. It offers stylometric text representations that cover various aspects of grammar …
StyloMetrix. It offers stylometric text representations that cover various aspects of grammar …
New parallel corpora of Baltic and Slavic languages—Assumptions of corpus construction
In this article, we describe the design principles of the ten newly published CLARIN-PL
corpora of Slavic and Baltic languages. In relation to other non-commercial online corpora …
corpora of Slavic and Baltic languages. In relation to other non-commercial online corpora …
[PDF][PDF] Implementation of language models within an infrastructure designed for Natural Language Processing
B Walkowiak, T Walkowiak - International Journal of Electronics and …, 2024 - journals.pan.pl
This paper explores cost-effective alternatives for resource-constrained environments in the
context of language models by investigating methods such as quantization and CPU-based …
context of language models by investigating methods such as quantization and CPU-based …
Towards CLARIN-PL LTC digital research platform for: Depositing, processing, analyzing and visualizing language data
The paper presents a new functionality of CLARIN-PL Language Technology Centre (LTC).
LTC Platform is developed as a research place for processing, visualizing and depositing …
LTC Platform is developed as a research place for processing, visualizing and depositing …
Feature extraction in subject classification of text documents in polish
In this work we evaluate two different methods for deriving features for a subject
classification of text documents. The first method uses the standard Bag-of-Words (BoW) …
classification of text documents. The first method uses the standard Bag-of-Words (BoW) …
Named entity recognition for Polish
In this article we discuss the current state-of-the-art for named entity recognition for Polish.
We present publicly available resources and open-source tools for named entity recognition …
We present publicly available resources and open-source tools for named entity recognition …