Essays about: "Ordvektormodeller"
Found 3 essays containing the word Ordvektormodeller.
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1. Automatic fingerprinting of websites
University essay from KTH/Hälsoinformatik och logistikAbstract : Abstract Fingerprinting a website is the process of identifying what technologies a websiteuses, such as their used web applications and JavaScript frameworks. Currentfingerprinting methods use manually created fingerprints for each technology itlooks for. READ MORE
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2. Text feature mining using pre-trained word embeddings
University essay from KTH/Matematisk statistikAbstract : This thesis explores a machine learning task where the data contains not only numerical features but also free-text features. In order to employ a supervised classifier and make predictions, the free-text features must be converted into numerical features. In this thesis, an algorithm is developed to perform that conversion. READ MORE
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3. The Effect of Data Quantity on Dialog System Input Classification Models
University essay from KTH/Hälsoinformatik och logistikAbstract : This paper researches how different amounts of data affect different word vector models for classification of dialog system user input. A hypothesis is tested that there is a data threshold for dense vector models to reach the state-of-the-art performance that have been shown with recent research, and that character-level n-gram word-vector classifiers are especially suited for Swedish classifiers–because of compounding and the character-level n-gram model ability to vectorize out-of-vocabulary words. READ MORE
