Essays about: "Språkteknologi"

Showing result 6 - 10 of 66 essays containing the word Språkteknologi.

  1. 6. 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. 7. Neural Cleaning of Swedish Textual Data : Using BERT-based methods for Token Classification of Running and Non-Running Text

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

    Author : Andreas Ericsson; [2023]
    Keywords : Natural Language Processing; Text Cleaning; Transformers; BERT; Token Classification; Deep Learning; Språkteknologi; Textrensning; Transformers; BERT; Token-klassificering; Djupinlärning;

    Abstract : Modern natural language processing methods requires big textual datasets to function well. A common method is to scrape the internet to acquire the needed data. This does, however, come with the issue that some of the data may be unwanted – for instance, spam websites. READ MORE

  4. 8. A Prompting Framework for Natural Language Processing in the Medical Field : Assessing the Potential of Large Language Models for Swedish Healthcare

    University essay from KTH/Medicinteknik och hälsosystem

    Author : Anim Mondal; [2023]
    Keywords : Healthcare; NLP; GPT; framework; medical; AI; Hälsovård; NLP; GPT; ramverk; medicin; AI;

    Abstract : The increasing digitisation of healthcare through the use of technology and artificial intelligence has affected the medical field in a multitude of ways. Generative Pre-trained Transformers (GPTs) is a collection of language models that have been trained on an extensive data set to generate human-like text and have been shown to achieve a strong understanding of natural language. READ MORE

  5. 9. Problem Solving Using Automatically Generated Code

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

    Author : Emir Catir; Robin Claesson; [2023]
    Keywords : automatic code generation; code accuracy; natural language processing; GitHub Copilot; CodePal; problem-solving; automatisk kodgenerering; kods träffsäkerhet; språkvetenskap; GitHub Copilot; CodePal; problemlösning;

    Abstract : Usage of natural language processing tools to generate code is increasing together with the advances in artificial intelligence. These tools could improve the efficiency of software development, if the generated code can be shown to be trustworthy enough to solve a given problem. READ MORE

  6. 10. 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