Detection of suicide ideation in social media forums using deep learning

MM Tadesse, H Lin, B Xu, L Yang - Algorithms, 2019 - mdpi.com
Suicide ideation expressed in social media has an impact on language usage. Many at-risk
individuals use social forum platforms to discuss their problems or get access to information …

Attempt to understand public health relevant social dimensions of COVID-19 outbreak in Poland

A Jarynowski, M Wójta-Kempa, D Płatek… - Available at SSRN …, 2020 - papers.ssrn.com
Recently, the whole of Europe, including Poland, have been significantly affected by COVID-
19 and its social and economic consequences which are already causing dozens of billions …

Text document clustering: Wordnet vs. TF-IDF vs. word embeddings

M Marcińczuk, M Gniewkowski… - Proceedings of the …, 2021 - aclanthology.org
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 …

English wordnet 2019–an open-source wordnet for english

JP McCrae, A Rademaker, F Bond… - Proceedings of the …, 2019 - aclanthology.org
We describe the release of a new wordnet for English based on the Princeton WordNet, but
now developed under an open-source model. In particular, this version of WordNet, which …

[HTML][HTML] Map** WordNet onto human brain connectome in emotion processing and semantic similarity recognition

J Kocoń, M Maziarz - Information Processing & Management, 2021 - Elsevier
In this article we extend a WordNet structure with relations linking synsets to Desikan's brain
regions. Based on lexicographer files and WordNet Domains the map** goes from synset …

plWordNet 4.1-a linguistically motivated, corpus-based bilingual resource

A Dziob, M Piasecki, E Rudnicka - Proceedings of the 10th Global …, 2019 - aclanthology.org
The paper presents the latest release of the Polish WordNet, namely plWordNet 4.1. The
most significant developments since 3.0 version include new relations for nouns and verbs …

EmoWordNet: Automatic expansion of emotion lexicon using English WordNet

G Badaro, H Jundi, H Hajj, W El-Hajj - Proceedings of the seventh …, 2018 - aclanthology.org
Nowadays, social media have become a platform where people can easily express their
opinions and emotions about any topic such as politics, movies, music, electronic products …

Classification of spatial objects with the use of graph neural networks

I Kaczmarek, A Iwaniak, A Świetlicka - ISPRS International Journal of Geo …, 2023 - mdpi.com
Classification is one of the most-common machine learning tasks. In the field of GIS, deep-
neural-network-based classification algorithms are mainly used in the field of remote …

Derivation and semantic autonomy: A corpus study of Polish głowa “head” and its diminutive główka

I Kraska-Szlenk, B Wójtowicz - International Journal of Corpus …, 2023 - jbe-platform.com
The article focuses on the polysemy and usage patterns of the Polish lexeme głowa “head”
and its diminutive główka. Based on corpus methodology and cognitive linguistics analysis …

[PDF][PDF] plWordNet as a basis for large emotive lexicons of Polish

A Janz, J Kocon, M Piasecki… - Proceedings of Human …, 2017 - ltc.amu.edu.pl
We present a large emotive lexicon of Polish which has been constructed by manual
expansion of the emotive annotation defined for plWordNet 3.0 emo (a very large wordnet of …