Essays about: "abstrakt sammanfattning"

Showing result 1 - 5 of 6 essays containing the words abstrakt sammanfattning.

  1. 1. Language Models as Evaluators : A Novel Framework for Automatic Evaluation of News Article Summaries

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

    Author : Celine Helgesson Hallström; [2023]
    Keywords : Natural Language Processing; Large Language Models; Automatic Text Evaluation; Text Summarization; Multilingualism; Naturlig Språkbehandling; Stora Språkmodeller; Automatisk Textutvärdering; Textsammanfattning; Flerspråkighet;

    Abstract : The advancements in abstractive summarization using Large Language Models (LLMs) have brought with it new challenges in evaluating the quality and faithfulness of generated summaries. This thesis explores a human-like automated method for evaluating news article summaries. READ MORE

  3. 2. Contextual short-term memory for LLM-based chatbot

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

    Author : Mikael Lauri Aleksi Törnwall; [2023]
    Keywords : Chatbot; Artificial Intelligence; Machine Learning; Language Model; Large Language Model; GPT-3; Natural Language Processing; Text Summarization; Dialogue Summarization; Prompt Design; Prompt Programming; Chatbot; Artificiell Intelligens; Maskininlärning; Språkmodell; Stor Språkmodell; GPT-3; Naturlig Ppråkbehandling; Textsammanfattning; Sammanfattning av Dialog; Design för Inmatningsprompt; Inmatningsprompt Programmering;

    Abstract : The evolution of Language Models (LMs) has enabled building chatbot systems that are capable of human-like dialogues without the need for fine-tuning the chatbot for a specific task. LMs are stateless, which means that a LM-based chatbot does not have a recollection of the past conversation unless it is explicitly included in the input prompt. READ MORE

  4. 3. 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

  5. 4. Medical image captioning based on Deep Architectures

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

    Author : Georgios Moschovis; [2022]
    Keywords : Artificial Neural Networks; Deep Learning; Speech and language technology; Natural Language Processing NLP ; Deep networks; Generative deep networks; Convolutional neural networks CNN ; Text generation; Information retrieval; Diagnostic captioning; Image captioning; concept prediction; classification; image encoders; transformers; Encoder-Decoder architecture; abstractive summarization; Neurala nätverk; Djup inlärning; Tal-och språkteknologi; naturlig språkbehandling; djup neurala nätverk; generativa djupa nätverk; konvolutionella neurala nätverk; Textgenerering; Informationssökning; Diagnostisk textning; Bildtextning; konceptförutsägelse; klassificering; bildkodare; transformatorer; kodaravkodararkitektur; abstrakt sammanfattning;

    Abstract : Diagnostic Captioning is described as “the automatic generation of a diagnostic text from a set of medical images of a patient collected during an examination” [59] and it can assist inexperienced doctors and radiologists to reduce clinical errors or help experienced professionals increase their productivity. In this context, tools that would help medical doctors produce higher quality reports in less time could be of high interest for medical imaging departments, as well as significantly impact deep learning research within the biomedical domain, which makes it particularly interesting for people involved in industry and researchers all along. READ MORE

  6. 5. Corporate customer loyalty within the banking sector: The case of SEB

    University essay from Högskolan i Jönköping/IHH, Företagsekonomi

    Author : Sofia Björk; [2015]
    Keywords : Marketing strategy; Customer loyalty; Digitalization; Decision-making; Service Quality; Marknadsstrategier; Kundlojalitet; Digitalisering; Beslutstagande; Servicekvalitet;

    Abstract : Abstract Background: The financial sector is under constant development and the massive digitalization has changed the banking sector. The banking industry is nowadays characterized by self-service solutions and customers can solve their problems from everywhere and at any moment. READ MORE