Essays about: "Transformer-arkitektur"

Found 2 essays containing the word Transformer-arkitektur.

1. 1. Evaluating Text Summarization Models on Resumes : Investigating the Quality of Generated Resume Summaries and their Suitability as Resume Introductions

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

   Author : Amanda Krohn; [2023]
   Keywords : Natural language processing; Abstractive text summarization; Transformer architecture; Fine-tuning; Resumes; Språkteknologi; Abstrakt textsammanfattning; Transformer-arkitektur; Finjustering; CV;

   Abstract : This thesis aims to evaluate different abstractive text summarization models and techniques for summarizing resumes. It has two main objectives: investigate the models’ performance on resume summarization and assess the suitability of the generated summaries as resume introductions. READ MORE

3. 2. Computer Vision for Document Image Analysis and Text Extraction

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

   Author : Omar Benchekroun; [2022]
   Keywords : Optical Character Recognition; Document Analysis; Text Extraction; Transformers; Convolutional Neural Networks; Optisk teckenigenkänning; dokumentanalys; textutvinning; transformatorer; konvolutionella neurala nätverk;

   Abstract : Automatic document processing has been a subject of interest in the industry for the past few years, especially with the recent technological advances in Machine Learning and Computer Vision. This project investigates in-depth a major component used in Document Image Processing known as Optical Character Recognition (OCR). READ MORE