Essays about: "obtain information improve"

Showing result 1 - 5 of 129 essays containing the words obtain information improve.

  1. 1. Investigations of Free Text Indexing Using NLP : Comparisons of Search Algorithms and Models in Apache Solr

    University essay from Linköpings universitet/Interaktiva och kognitiva system

    Author : Alfred Sundstedt; [2023]
    Keywords : NLP; Apache Solr; Document Retrieval; Context; OpenNLP; BERT;

    Abstract : As Natural Language Processing progresses societal and applications like OpenAI obtain more considerable popularity in society, businesses encourage the integration of NLP into their systems. Both to improve the user experience and provide users with their requested information. READ MORE

  3. 2. Efficient Sentiment Analysis and Topic Modeling in NLP using Knowledge Distillation and Transfer Learning

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

    Author : George Malki; [2023]
    Keywords : Large Language Model; RoBERTa; Knowledge distillation; Transfer learning; Sentiment analysis; Topic modeling; Stor språkmodell; RoBERTa; Kunskapsdestillation; överföringsinlärning; Sentimentanalys; Ämnesmodellering;

    Abstract : This abstract presents a study in which knowledge distillation techniques were applied to a Large Language Model (LLM) to create smaller, more efficient models without sacrificing performance. Three configurations of the RoBERTa model were selected as ”student” models to gain knowledge from a pre-trained ”teacher” model. READ MORE

  4. 3. Accessible UX in digital 3D application solutions on the example of the planning experience by IKEA : An empirical mixed-method approach beyond accessibility

    University essay from Jönköping University/JTH, Avdelningen för datateknik och informatik

    Author : Hoang Dung Nguyen; [2023]
    Keywords : Accessibility; Usability; User Experience Design; 3D; WCAG 2.1; Planning Tool; E-Commerce Website; Empirical Mixed-Method Study;

    Abstract : The research investigates the feasibility of applying 2D accessibility guidelines to enhance a 3D digital planning tool's accessibility for individuals with visual impairments. Three primary research questions guide this study. It incorporated a mixed-method data collection approach to comprehensively investigate these questions. READ MORE

  5. 4. Development of a Web Interface for the Dynamic Visualization of Evaluation Test Results to Improve the Follow-up for French Elite Athletes

    University essay from KTH/Medicinteknik och hälsosystem

    Author : Lucas Minet; [2023]
    Keywords : Web Interface; Scientific Support for Performance; Athlete Follow-up; Evaluation Tests; Dashboards; Webbgränssnitt; Vetenskapligt stöd för prestationer; Uppföljning av idrottsutövare; Utvärderingstester; Instrumentpaneler.;

    Abstract : Currently, the SEP laboratory has developed a system to automatically generate PDF reports summarizing the results of evaluation tests. This system works well in production but has several limitations. READ MORE

  6. 5. Building Trust in Mergers and Acquisitions : An Exploration of Key Factors

    University essay from KTH/Industriell ekonomi och organisation (Inst.)

    Author : Azmain Alam; Hanna Torany; [2023]
    Keywords : Mergers and acquisitions M A ; Trust; Decentralization; Centralization; Agency theory; Social Capital; Information Asymmetry; Institutional theory; Sammanslagningar och förvärv M A ; Tillit; Decentralisering; Centralisering; Agency teori; socialt kapital; informationsasymmetri; institutionell teori;

    Abstract : Mergers and acquisitions (M&A) have been widely used as a key strategy for achieving corporate growth and market expansion. However, due to their complex and challenging nature, more than 60% of M&A transactions fail to create value and capture synergies. READ MORE