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, K Czopek - Society Register, 2020 - ssoar.info
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 …

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 …

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 …

[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 …

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 …

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 …

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 …

[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 …

The colloquial wordnet: Extending princeton wordnet with neologisms

JP McCrae, I Wood, A Hicks - … , LDK 2017, Galway, Ireland, June 19-20 …, 2017 - Springer
Princeton WordNet is one of the most important resources for natural language processing,
but has not been updated for over ten years and is not suitable for analyzing the fast moving …