Essays about: "David Mellin"

Found 2 essays containing the words David Mellin.

  1. 1. Improving a Few-shot Named Entity Recognition Model Using Data Augmentation

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

    Author : David Mellin; [2022]
    Keywords : Named Entity Recognition; Data Augmentation; Self-training; BERT; Few-shot Learning; Identifiering av namngivna entiteter; Datautökning; Självträning; BERT; Fåförsöksinlärning;

    Abstract : To label words of interest into a predefined set of named entities have traditionally required a large amount of labeled in-domain data. Recently, the availability of pre-trained transformer-based language models have enabled multiple natural language processing problems to utilize transfer learning techniques to construct machine learning models with less task-specific labeled data. READ MORE

  3. 2. Genetic Algorithms : Comparing Evolution With and Without a Simulated Annealing-inspired Selection

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

    Author : Mats Andersson; David Mellin; [2019]
    Keywords : ;

    Abstract : The Genetic Algorithm (GA) is an interesting problem solving algorithm which takes inspiration from evolution in order to self-improve and reach good solutions to problems by reproduction and mutation. This thesis compares a GA with and without a Simulated Annealing (SA) inspired selection when it comes to solving three different instances of the Traveling Salesman Problem (TSP). READ MORE