Essays about: "ROUGE"

Showing result 11 - 15 of 46 essays containing the word ROUGE.

  1. 11. Vertical Communication in Hierarchical Societies : The Khmer Rouge Model

    University essay from Malmö universitet/Fakulteten för kultur och samhälle (KS)

    Author : Mercy A. T. Ananeh-Frempong; [2022]
    Keywords : communication; hierarchy; representation; Khmer Rouge; Cambodia;

    Abstract : This project employs qualitative content analysis (QCA) and secondary data to examine howNyamnjoh’s (2016, p. 25-29) analysis of vertical communication processes in hierarchical societies explains the social hierarchy and communication processes that manifested in Democratic Kampuchea (DK) under the rule of the Khmer Rouge (KR) between 1975-1979. READ MORE

  3. 12. Methods for increasing cohesion in automatically extracted summaries of Swedish news articles : Using and extending multilingual sentence transformers in the data-processing stage of training BERT models for extractive text summarization

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Elsa Andersson; [2022]
    Keywords : NLP; automatic text summarization; extractive summarization; BERT; sentence embeddings; cohesion;

    Abstract : Developments in deep learning and machine learning overall has created a plethora of opportunities for easier training of automatic text summarization (ATS) models for producing summaries with higher quality. ATS can be split into extractive and abstractive tasks; extractive models extract sentences from the original text to create summaries. READ MORE

  4. 13. Abstractive Summarization of Podcast Transcriptions

    University essay from Uppsala universitet/Artificiell intelligens

    Author : Hannes Karlbom; [2021]
    Keywords : ;

    Abstract : In the rapidly growing medium of podcasts, as episodes are automatically transcribed the need for good natural language summarization models which can handle a variety of obstacles presented by the transcriptions and the format has increased. This thesis investigates the transformer-based sequence-to-sequence models, where an attention mechanism keeps track of which words in the context are most important to the next word prediction in the sequence. READ MORE

  5. 14. Extractive Text Summarization of Norwegian News Articles Using BERT

    University essay from Linköpings universitet/Medie- och Informationsteknik; Linköpings universitet/Tekniska fakulteten

    Author : Thomas Indrias Biniam; Adam Morén; [2021]
    Keywords : extractive text summarization; NLP; deep learning; BERT; BERTSum; Multilingual BERT; Norwegian BERT; transformer; Norwegian; news articles;

    Abstract : Extractive text summarization has over the years been an important research area in Natural Language Processing. Numerous methods have been proposed for extracting information from text documents. Recent works have shown great success for English summarization tasks by fine-tuning the language model BERT using large summarization datasets. READ MORE

  6. 15. Anomaly Detection using a Deep Learning Multi-layer Perceptron to Mitigate the Risk of Rogue Trading

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

    Author : Erik Hedström; Philip Wang; [2021]
    Keywords : Deep Learning; Machine Learning; Multi-layer Perceptron MLP ; Neural network; Rogue Trading;

    Abstract : The term Rogue Trading is defined as the activity of someone at a financial organisation losing a large amount of money in bad or illegal transactions and trying to hide this. The activity of Rogue traders exposes financial organisations to huge risks and may lead to the organisation collapsing, which will affect other stakeholders like, for example, the customers. READ MORE