Essays about: "Text Classification"

Showing result 1 - 5 of 237 essays containing the words Text Classification.

  1. 1. Forward Guidance Through  Newspaper Articles : Explaining Movement in Bond Yields Through Text Analysis

    University essay from Umeå universitet/Nationalekonomi

    Author : Severin Suess; [2022]
    Keywords : ;

    Abstract : Forward guidance policies are necessarily difficult to asses through their nature as verbal publishing. This thesis aims at estimating a forward guidance indicator through measuring public perception of the central bank’s interest rate policy. READ MORE

  2. 2. Automated Digitization and Summarization of Analog Archives : Comparing summaries made by GPT-3 and a human

    University essay from Uppsala universitet/Signaler och system

    Author : Maja Linderholm; [2022]
    Keywords : ;

    Abstract : This thesis aimed to create a tool that could assist climate researchers in their fieldwork. Through dialog with researchers at Stockholms University a need and interest for automated digitization and summarization of their handwritten notes could be identified. READ MORE

  3. 3. Predicting Political Party Affiliation in the Swedish Parliament using Natural Language Processing

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Johannes Zetterberg; [2022]
    Keywords : Machine learning; support vector machines; naive Bayes; transformer; BERT; text classification; NLP;

    Abstract : Text classification is a fundamental part of natural language processing. In this thesis, methods for text classification are used in an attempt to predict the political party affiliation of members of parliament (MPs). READ MORE

  4. 4. Early Automated Risk Assessment of CVE Descriptions

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : felix nyrfors; Ludvig Sandholm; [2022]
    Keywords : ;

    Abstract : Data security is becoming more relevant as more and more information is stored digitally and many new data vulnerabilities are found everyday. To keep track of what software programs could be exposed, databases such as the NVD that try to list all identified vulnerabilities were created. READ MORE

  5. 5. Object Classification using Language Models

    University essay from Uppsala universitet/Signaler och system

    Author : Gustav From; [2022]
    Keywords : Classifier; BERT; machine learning; ML; language model; IMDB; word2Vec; doc2Vec; NLP;

    Abstract : In today’s modern digital world more and more emails and messengers must be sent, processed and handled. The categorizing and classification of these text pieces can take an incredibly long time and will cost the company a lot of time and money. READ MORE