Essays about: "Text classification"

Showing result 26 - 30 of 302 essays containing the words Text classification.

  1. 26. Metadata assisted finetuning with largepre-trained language models forabstractive text summarization : Multi-task finetuning with abstractive text summarization and categoryclassification

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Max Sjöblom; [2023]
    Keywords : ;

    Abstract : Text summarization is time-consuming for humans to complete but is still required in many areas. Recent progress in machine learning research, especially in the natural language domain, has produced promising results. READ MORE

  3. 27. ML enhanced interpretation of failed test result

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Hiranmayi Pechetti; [2023]
    Keywords : Data Parsing; Machine Learning; Log file Analysis; Text Classification; Supervised Classification; Dataanalys; maskininlärning; loggfilsanalys; textklassificering; Övervakad klassificering;

    Abstract : This master thesis addresses the problem of classifying test failures in Ericsson AB’s BAIT test framework, specifically distinguishing between environment faults and product faults. The project aims to automate the initial defect classification process, reducing manual work and facilitating faster debugging. READ MORE

  4. 28. Text Classification using the Teacher- Student  Chatroom Corpus

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Marcus Österberg; [2023]
    Keywords : Chatbot; NLP; Deep learning; BERT; Data quality; Chatbots; språkteknologi; djup inlärning; BERT; Datakvalité;

    Abstract : Advancements in Artificial Intelligence, especially in the field of natural language processing have opened new possibilities for educational chatbots. One of these is a chatbot that can simulate a conversation between the teacher and the student for continuous learner support. READ MORE

  5. 29. Predicting SNI Codes from Company Descriptions : A Machine Learning Solution

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Erik Lindholm; Jonas Nilsson; [2023]
    Keywords : Machine learning; text classification; SNI; Naive Bayes; SVM; oversampling; undersampling;

    Abstract : This study aims to develop an automated solution for assigning area of industry codes to businesses based on the contents of their business descriptions. The Swedish standard industrial classification (SNI) is a system used by Statistics Sweden (SCB) for categorizing businesses for their statistics reports. READ MORE

  6. 30. NOVA: Automated Detection of Violent Threats in Swedish Online Environments

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

    Author : Kevin Lindén; Arvin Moshfegh; [2023]
    Keywords : Violent Threats; BERT; Artificial Intelligence; Machine Learning; Automated Text Classification;

    Abstract : Social media and online environments have become an integral part of society, allowing for self-expression, information sharing, and discussions online. However, these platforms are also used to express hate and threats of violence. READ MORE