Essays about: "text importance"
Showing result 1 - 5 of 218 essays containing the words text importance.
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1. Self-Supervised Learning for Tabular Data: Analysing VIME and introducing Mix Encoder
University essay from Lunds universitet/Fysiska institutionenAbstract : 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
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2. Risk analysis of implementing Machine Learning in construction projects
University essay from Stockholms universitet/Institutionen för data- och systemvetenskapAbstract : Machine Learning has significantly influenced development across domains by leveraging incoming and existing data. However, despite its advancements, criticism persists regarding its failure to adequately address real-world problems, with the construction domain being an example. READ MORE
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3. Bridging Language & Data : Optimizing Text-to-SQL Generation in Large Language Models
University essay from Linköpings universitet/Artificiell intelligens och integrerade datorsystemAbstract : This thesis explores text-to-SQL generation using Large Language Models within a financial context, aiming to assess the efficacy of current benchmarks and techniques. The central investigation revolves around the accuracy of the BIRD-Bench benchmark and the applicability of text-to-SQL models in real-world scenarios. READ MORE
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4. Encouraging Reading on Social Media. Exploring Finnish Bookstagram Community
University essay from Institutionen för tillämpad informationsteknologiAbstract : In the contemporary digital age, where text-based communication is increasingly significant, literacy skills play a crucial role in effective social participation. However, despite the importance of literacy, a considerable number of people are still illiterate. READ MORE
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5. THE ADAPTATION CYCLE OF COMIC BOOKS AND CINEMA: Authorship, Intermediality and Fidelity in Batman Adaptations
University essay from Göteborgs universitet/Institutionen för språk och litteraturerAbstract : This thesis explores the adaptation process from comic books to cinema, by leveraging theoretical frameworks found in the modern field of adaptation studies. The focus lies primarily on film adaptations of Batman, one of the most famous and well-regarded characters from the comic book medium. READ MORE
