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4 papers · 1 filter
QiBERT -- Classifying Online Conversations Messages with BERT as a Feature
Bruno D. Ferreira-Saraiva, Zuil Pirola, João P. Matos-Carvalho +1
Recent developments in online communication and their usage in everyday life have caused an explosion in the amount of a new genre of text data, short text. Thus, the need to class…
Text Clustering with Large Language Model Embeddings
Alina Petukhova, João P. Matos-Carvalho, Nuno Fachada
Text clustering is an important method for organising the increasing volume of digital content, aiding in the structuring and discovery of hidden patterns in uncategorised data. Th…
MN-DS: A Multilabeled News Dataset for News Articles Hierarchical Classification
Alina Petukhova, Nuno Fachada
This article presents a dataset of 10,917 news articles with hierarchical news categories collected between 1 January 2019 and 31 December 2019. We manually labeled the articles ba…
PTPARL-D: Annotated Corpus of 44 years of Portuguese Parliament debates
Paulo Almeida, Manuel Marques-Pita, Joana Gonçalves-Sá
In a representative democracy, some decide in the name of the rest, and these elected officials are commonly gathered in public assemblies, such as parliaments, where they discuss…