Essays about: "Contextual Performance and tasks"

Showing result 1 - 5 of 10 essays containing the words Contextual Performance and tasks.

  1. 1. Exploring Transformer-Based Contextual Knowledge Graph Embeddings : How the Design of the Attention Mask and the Input Structure Affect Learning in Transformer Models

    University essay from Linköpings universitet/Artificiell intelligens och integrerade datorsystem

    Author : Oskar Holmström; [2021]
    Keywords : Knowledge Graph; Knowledge Graph Embedding; Embedding; Transformer model; BERT; Attention mask;

    Abstract : The availability and use of knowledge graphs have become commonplace as a compact storage of information and for lookup of facts. However, the discrete representation makes the knowledge graph unavailable for tasks that need a continuous representation, such as predicting relationships between entities, where the most probable relationship needs to be found. READ MORE

  2. 2. The role of working from home within the context of family-friendly work policies and its relationship to firm performance: Implications for managers

    University essay from Lunds universitet/Företagsekonomiska institutionen

    Author : Hanna Thunberg; Malin Karlsson; [2021]
    Keywords : Working from home; Family-friendly work policies; Firm performance; Management practices; Identity; Business and Economics;

    Abstract : Purpose: The purpose of this study is to investigate the role of working from home within family friendly work policies (FFWPs) and its relationship to firm performance, and whether this is affected by the choice of management practices within an organization. Methodology: A cross-sectional dataset from 2004, including data from 732 firms and four countries, accessed through World Management Survey was used in this explorative study. READ MORE

  3. 3. General Purpose Vector Representation for Swedish Documents : An application of Neural Language Models

    University essay from Umeå universitet/Institutionen för fysik

    Author : Simon Hedström; [2019]
    Keywords : ;

    Abstract : This thesis is a proof-of-concept for embedding Swedish documents using continuous vectors. These vectors can be used as input in any subsequent task and serves as an alternative to discrete bag of words vectors. The differences goes beyond fewer dimensions as the continuous vectors also hold contextual information. READ MORE

  4. 4. A deep learning model for scene recognition

    University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

    Author : Zhaoxin Meng; [2019]
    Keywords : Scene recognition; CNN; convolutional supervised; Fisher Vector; transfer learning;

    Abstract : Scene recognition is a hot research topic in the field of image recognition. It is necessary that we focus on the research on scene recognition, because it is helpful to the scene understanding topic, and can provide important contextual information for object recognition. READ MORE

  5. 5. Exploring the Use of Freight Exchange E-marketplaces in Sweden: The Perspective of the Transport Service Provider

    University essay from Lunds universitet/Institutionen för service management och tjänstevetenskap

    Author : Andres Rios Lam; [2018]
    Keywords : e-marketplace; freight exchange; logistics; transport service provider; carrier; portfolio.; Social Sciences;

    Abstract : A statistic released this year (2018) by the World Road Transport Organization shows that more than 80% of inland freight is moved by road. Frequent e-commerce activities and end-consumer demands on delivery performance have increased transport needs yet fill rates have decreased. READ MORE