Essays about: "Text classification"

Showing result 36 - 40 of 302 essays containing the words Text classification.

  1. 36. Matching Trades with Confirmations via Contrastive Learning : Asymmetric Contrastive Learning on Text Data

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

    Author : Markus Hector; [2023]
    Keywords : Asymmetric Contrastive Learning; Attention; GloVe; Securities Trading; Asymmetrisk kontrast-inlärning; Uppmärksamhetsmekanism; GloVe; Värdepappershandel;

    Abstract : In the banking world trades of securities are finalized every day, on behalf of the banks themselves or of their clients. When the trades have been booked by the front office the confirmations sent by the counterparty have to be checked and connected to the correct trade by hand, posing the question whether this process could not be automated using machine learning techniques. READ MORE

  3. 37. The impact of Large Language Models on the publishing sectors : Books, academic journals, newspapers

    University essay from Linnéuniversitetet/Institutionen för kulturvetenskaper (KV)

    Author : Octavio Kulesz; [2023]
    Keywords : Artificial intelligence; Natural language processing; GPT-3; Book industry; Scholarly publishing; Newspaper industry;

    Abstract : This paper examines the potential impact of Large Language Models (LLMs) in the press and in the production of books and academic journals. LLMs, such as OpenAI’s GPT-3, are trained on massive text corpora and can predict the next word in a given context through probabilistic methods. READ MORE

  4. 38. Active Learning applied on text classification

    University essay from Stockholms universitet/Statistiska institutionen

    Author : Malin Mattiasson; [2023]
    Keywords : ;

    Abstract : .... READ MORE

  5. 39. Motor Imagery Signal Classification using Adversarial Learning - A Systematic Literature Review

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

    Author : Osama Mahmudi; Shubhra Mishra; [2023]
    Keywords : Adversarial Learning; Motor Imagery; BCI; EEG; Machine Learning;

    Abstract : Context: Motor Imagery (MI) signal classification is a crucial task for developing Brain-Computer Interfaces (BCIs) that allow people to control devices using their thoughts. However, traditional machine learning approaches often suffer from limited performance due to inter-subject variability and limited data availability. READ MORE

  6. 40. Sentiment and Semantic Analysis and Urban Quality Inference using Machine Learning Algorithms

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Emily Ho; Michelle Schneider; [2022-10-14]
    Keywords : Natural Language Processing; Machine Learning; Deep Neural Networks; Transformers; BERT; NER; Text Classification; Urban Planning; Qualitative Research; Interviews;

    Abstract : Qualitative interviews are conducted by researchers to gain a deeper understanding of people’s opinions and perceptions about a specific topic. The analysis of such textual data is an iterative process and often time-consuming. READ MORE