Essays about: "word space model"

Showing result 1 - 5 of 18 essays containing the words word space model.

  1. 1. Doing Architecture

    University essay from KTH/Arkitektur

    Author : Linnea Carlerbäck; Anna Ehrenfors; [2023]
    Keywords : Architecture; Scale 1.10; Bekleidung; Dressing; Decomposition; Anatomy;

    Abstract : WHY:”Making is the most powerful way we solve problems, express ideas and shape our world. What and how we make defines who we are, and communicates who we want to be.”-Daniel Charny. My vision of this semesters has been to embrace the joy of making. READ MORE

  3. 2. Modelling an air handling unit, building and occupant, regarding energy, moisture and frost protection

    University essay from Lunds universitet/Avdelningen för Energi och byggnadsdesign; Lunds universitet/Institutionen för arkitektur och byggd miljö

    Author : Marius Daugela; [2022]
    Keywords : Technology and Engineering;

    Abstract : Frost formation in heat exchangers is an often accruing issue in cold climates. The aim of the project is to calculate the risk of frost formation in different Swedish cities by modeling vapor and frost behavior in heat exchangers... READ MORE

  4. 3. Optimizing the Performance of Text Classification Models by Improving the Isotropy of the Embeddings using a Joint Loss Function

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

    Author : Joseph Attieh; [2022]
    Keywords : Text Classification; Isotropy; Embeddings; BERT; IsoScore; Klassificering av Text; Isotropi; Inbäddningar; BERT; IsoScore;

    Abstract : Recent studies show that the spatial distribution of the sentence representations generated from pre-trained language models is highly anisotropic, meaning that the representations are not uniformly distributed among the directions of the embedding space. Thus, the expressiveness of the embedding space is limited, as the embeddings are less distinguishable and less diverse. READ MORE

  5. 4. Analyzing the Anisotropy Phenomenon in Transformer-based Masked Language Models

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Ziyang Luo; [2021]
    Keywords : Transformer; BERT; RoBERTa; Anisotropy;

    Abstract : In this thesis, we examine the anisotropy phenomenon in popular masked language models, BERT and RoBERTa, in detail. We propose a possible explanation for this unreasonable phenomenon. READ MORE

  6. 5. Improving Speech Recognition for Arabic language Using Low Amounts of Labeled Data

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Mohammed Bakheet; [2021]
    Keywords : Arabic Language; Speech Recognition; ASR; Signal Processing; wav2vec; XLSR;

    Abstract : The importance of Automatic Speech Recognition (ASR) Systems, whose job is to generate text from audio, is increasing as the number of applications of these systems is rapidly going up. However, when it comes to training ASR systems, the process is difficult and rather tedious, and that could be attributed to the lack of training data. READ MORE