Essays about: "Classification"

Showing result 1 - 5 of 1874 essays containing the word Classification.

  1. 1. Machine Learning for Detecting Hate Speech in Low Resource Languages

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

    Author : David Rodriguez; Denitsa Saynova; [2020-07-08]
    Keywords : machine learning; natural language processing; BERT; cross-lingual zeroshot learning; data augmentation; hate speech; classification; Twitter;

    Abstract : This work examines the role of both cross-lingual zero-shot learning and data augmentationin detecting hate speech online for low resource set-ups. The proposedsolutions for situations where the amount of labeled data is scarce are to use alanguage with more resources during training or to create synthetic data points. READ MORE

  2. 2. Text analysis for email multi label classification

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

    Author : Kyriaki Paniskaki; Sanjit Harsha Kadam; [2020-07-08]
    Keywords : natural language processing; machine learning; multi label text classification; deep neural networks; bilingual texts; emails; short texts;

    Abstract : This master’s thesis studies a multi label text classification task on a small dataset of bilingual, English and Swedish, short texts (emails). Specifically, the size ofthe data set is 5800 emails and those emails are distributed among 107 classes withthe special case that the majority of the emails includes the two languages at thesame time. READ MORE

  3. 3. Good News AI Investigating feasibility of categorizing positive sentiment in general news

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

    Author : Klas Ludvigsson; Magnus Andersson; [2020-07-06]
    Keywords : Computer; science; computer science; thesis; sentiment; classification; clustering;

    Abstract : In today’s society we are constantly fed information about catastrophic or sad eventsthrough media. While it is important to know about these events, it should beequally important to also see all the good things that are happening in our world. READ MORE

  4. 4. Facilitating Sustainable Investments - How the EU Taxonomy is expected to change the principal-agent relationship between fund managers and retail customers

    University essay from

    Author : Pontus Elmrin; Astrid Johansson; [2020-07-02]
    Keywords : Fund manager; Retail customer; Environmental Sustainability; Sustainability Investments; EU Taxonomy; Capital reallocation; Sustainable Development Goals Agenda; Principal-agent; Greenwashing;

    Abstract : There is currently an information asymmetry on the financial market, which has implications for the practice of greenwashing, hindering the capital allocation towards the Sustainable Development Goals. To fill this information gap, the EU Commission initiated the development of an EU Taxonomy - a standardized classification system to facilitate sustainable investments. READ MORE

  5. 5. Materiality in the context of Sustainability

    University essay from Göteborgs universitet/Graduate School

    Author : Emem Simon Inyangudom; [2020-07-01]
    Keywords : Sustainability; Materiality; Materiality assessment; Sustainability reporting; GRI; IFRS; IR; EU Directive; Stakeholders; Materiality marix; Materiality analysis;

    Abstract : MSc in Accounting and Financial Management.... READ MORE