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Showing result 1 - 5 of 20 essays matching the above criteria.

  1. 1. Towards Building Privacy-Preserving Language Models: Challenges and Insights in Adapting PrivGAN for Generation of Synthetic Clinical Text

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

    Author : Atena Nazem; [2023]
    Keywords : Generative Adversarial Networks; privacy-preserving language models; clinical text data; reinforcement learning; synthetic data;

    Abstract : The growing development of artificial intelligence (AI), particularly neural networks, is transforming applications of AI in healthcare, yet it raises significant privacy concerns due to potential data leakage. As neural networks memorise training data, they may inadvertently expose sensitive clinical data to privacy breaches, which can engender serious repercussions like identity theft, fraud, and harmful medical errors. READ MORE

  3. 2. Predicting the Unpredictable – Using Language Models to Assess Literary Quality

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Yaru Wu; [2023]
    Keywords : perplexity; variance; unpredictability; homogeneity; generative pre-trained models; text generation; literary quality;

    Abstract : People read for various purposes like learning specific skills, acquiring foreign languages, and enjoying the pure reading experience, etc. This kind of pure enjoyment may credit to many aspects, such as the aesthetics of languages, the beauty of rhyme, and the entertainment of being surprised by what will happen next, the last of which is typically featured in fictional narratives and is also the main topic of this project. READ MORE

  4. 3. How AI images and human-created digital art are evaluated and affected by attribution knowledge

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

    Author : Maryam Khan; Julia Näsström; [2023]
    Keywords : ;

    Abstract : Artificial intelligence (AI) has spread into different sectors and is seeing fast developments in the field of text-to-image generation. Its rapid evolution and increased usage raise a myriad of questions. READ MORE

  5. 4. Transformer-based Source Code Description Generation : An ensemble learning-based approach

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

    Author : Mantzaris Antonios; [2022]
    Keywords : Natural Language Processing; Code Summarization; Transformers; Text Generation; Ensemble Learning; BLEU; Naturlig språkbehandling; Kodsammanfattning; Transformatorer; Textgenerering; Ensemble Lärande; BLEU;

    Abstract : Code comprehension can be significantly benefited from high-level source code summaries. For the majority of the developers, understanding another developer’s code or code that was written in the past by them, is a timeconsuming and frustrating task. READ MORE

  6. 5. DeepMACSS : Deep Modular Analyzer for Creating Semantics and generate code from Sketch

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : David Eriksson; [2022]
    Keywords : Artificial Intelligence; Deep learning; Machine learning; Code generation; Automation;

    Abstract : Scientific areas such as artificial intelligence have exploded in popularity and more advanced techniques such as deep learning has been applied in various areas in order to automate tasks. As many software developers know creating prototypes can both be daunting and very time consuming. READ MORE