Browsing Masteruppsatser by Subject "BERT"
Now showing items 1-5 of 5
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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 ... -
Comparative Evaluation of Sentiment Analysis Methods
(2022-06-20)Sentiment analysis is an on-going field of research within the realm of Natural Language Processing, in which we wish to accurately assess the sentiment of an author on a given topic. Within this thesis project I construct ... -
Data Augmentation: Enhancing Named Entity Recognition Performance on Swedish Medical Texts
(2023-10-05)Named Entity Recognition (NER) refers to the task of locating relevant information within text sequences. Within the medical domain, it can benefit applications such as de-identifying patient records or extracting valuable ... -
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 ... -
Sentiment and Semantic Analysis and Urban Quality Inference using Machine Learning Algorithms
(2022-10-14)Qualitative interviews are conducted by researchers to gain a deeper understanding of people’s opinions and perceptions about a specific topic. The analysis of such textual data is an iterative process and often ...