Essays about: "Language Models"

Showing result 6 - 10 of 783 essays containing the words Language Models.

  1. 6. Self-Supervised Learning for Tabular Data: Analysing VIME and introducing Mix Encoder

    University essay from Lunds universitet/Fysiska institutionen

    Author : Max Svensson; [2024]
    Keywords : Machine Learning; Self-supervised learning; AI; Physics; Medicine; Physics and Astronomy;

    Abstract : We introduce Mix Encoder, a novel self-supervised learning framework for deep tabular data models based on Mixup [1]. Mix Encoder uses linear interpolations of samples with associated pretext tasks to form useful pre-trained representations. READ MORE

  3. 7. Initial Development and Validation of Language-Based Assessments for Meaningful Change

    University essay from Lunds universitet/Institutionen för psykologi

    Author : Ulrika Söderström; [2024]
    Keywords : meaningful change; depression; Large Language Models; AI; Social Sciences;

    Abstract : Meaningful change has been discussed in multiple studies, with the recurring question of how it could be conceptualized and assessed to identify what determines meaningful change and where it occurs. Previous studies have conducted statistical analyses based on traditional rating scales (i.e., the PHQ-9) to assess meaningful change. READ MORE

  4. 8. Quantifying Generative AI's Influence on European Firm Valuation

    University essay from Handelshögskolan i Stockholm/Institutionen för redovisning och finansiering

    Author : Kevin Selling; Viktor Sjöström; [2024]
    Keywords : Productivity Improvement; Generative AI; Large Language Models; Corporate Valuation; Workforce Exposure;

    Abstract : This paper employs a quantitative approach to evaluate the influence of generative AI workforce exposure on firm value in light of recent AI advancements. We focus on public large-cap companies headquartered in the European Union, analyzing their workforce exposure to these AI technologies. READ MORE

  5. 9. Named Entity Recognition for Detecting Trends in Biomedical Literature

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Betty Törnkvist; [2024]
    Keywords : NLP NER CHO;

    Abstract : The number of publications in the biomedical field increases exponentially, which makes the task of keeping up with current research more and more difficult. However, rapid advances in the field of Natural Language Processing (NLP) offer possible solutions to this problem. READ MORE

  6. 10. Incremental Re-tokenization in BPE-trained SentencePiece Models

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Simon Hellsten; [2024]
    Keywords : BPE; Byte Pair Encoding; SentencePiece; NLP; Natural Language Processing; Tokenization; Re-tokenization;

    Abstract : This bachelor's thesis in Computer Science explores the efficiency of an incremental re-tokenization algorithm in the context of BPE-trained SentencePiece models used in natural language processing. The thesis begins by underscoring the critical role of tokenization in NLP, particularly highlighting the complexities introduced by modifications in tokenized text. READ MORE