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Investigating Content-based Fake News Detection using Knowledge Graphs
(2019-11-21)
In recent years, fake news has become a pervasive reality of global news consumption.
While research on fake news detection is ongoing, smaller languages such as Swedish
are often left exposed by an under-representation ...
Machine Learning for Detecting Hate Speech in Low Resource Languages
(2020-07-08)
This work examines the role of both cross-lingual zero-shot learning and data augmentation
in detecting hate speech online for low resource set-ups. The proposed
solutions for situations where the amount of labeled data ...
Text analysis for email multi label classification
(2020-07-08)
This master’s thesis studies a multi label text classification task on a small data
set of bilingual, English and Swedish, short texts (emails). Specifically, the size of
the data set is 5800 emails and those emails are ...
Approximating Reasoning with Transformer Language Models
(2023-10-19)
We conduct experiments with BART, a generative language-model architecture, to investigate its capabilities for approximating reasoning by learning from data. For this we use the SimpleLogic dataset, a dataset of satisfiability ...