Essays about: "distributional similarity"

Showing result 1 - 5 of 6 essays containing the words distributional similarity.

  1. 1. Restaurant Daily Revenue Prediction : Utilizing Synthetic Time Series Data for Improved Model Performance

    University essay from Uppsala universitet/Avdelningen för beräkningsvetenskap

    Author : Stella Jarlöv; Anton Svensson Dahl; [2023]
    Keywords : demand forecasting; data augmentation; time series data; machine learning; restaurant industry; generative adversarial networks; TimeGAN; XGBoost;

    Abstract : This study aims to enhance the accuracy of a demand forecasting model, XGBoost, by incorporating synthetic multivariate restaurant time series data during the training process. The research addresses the limited availability of training data by generating synthetic data using TimeGAN, a generative adversarial deep neural network tailored for time series data. READ MORE

  3. 2. Towards Machine Translation with Quantum Computers

    University essay from Stockholms universitet/Fysikum

    Author : Irene Vicente Nieto; [2021]
    Keywords : ;

    Abstract : This work explores the possibilities to use quantum computers and quantum based language models for machine translation. Precise translation requires vast expertise and knowledge of various languages, thus machine translationis still far from superseding humans. READ MORE

  4. 3. Exploring the Compositionality of German Particle Verbs

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Carina Rawein; [2018]
    Keywords : particle verbs; German particle verbs; distributional similarity; word embeddings; compositionality;

    Abstract : In this thesis we explore the compositionality of particle verbs using distributional similarity and pre-trained word embeddings. We investigate the compositionality of 100 pairs of particle verbs with their base verbs. The ranking of our findings are compared to a ranking of human ratings on compositionality. READ MORE

  5. 4. Finding Synonyms in Medical Texts : Creating a system for automatic synonym extraction from medical texts

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Gustav Cederblad; [2018]
    Keywords : eHealth; distributional semantics; medical synonyms; semantic relations; word similarity;

    Abstract : This thesis describes the work of creating an automatic system for identifying synonyms and semantically related words in medical texts. Before this work, as a part of the project E-care@home, medical texts have been classified as either lay or specialized by both a lay annotator and an expert annotator. READ MORE

  6. 5. Creating Knowledge Graphs using Distributional Semantic Models

    University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

    Author : Hugo Sandelius; [2016]
    Keywords : ;

    Abstract : This report researches a method for creating knowledge graphs, a specific way of structuring information, using distributional semantic models. Two different algorithms for selecting graph edges and two different algorithms for labelling edges are tried, and variations of those are evaluated. READ MORE