Essays about: "simplified texts"

Showing result 1 - 5 of 13 essays containing the words simplified texts.

  1. 1. Text simplification in Swedish using transformer-based neural networks

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

    Author : Samuel Söderberg; [2023]
    Keywords : Machine learning; Natural language processing; Text simplification; Datasets; Maskininlärning; Neurolingvistisk programmering; Textförenkling; Dataset;

    Abstract : Textförenkling innebär modifiering av text så att den blir lättare att läsa genom ersättning av komplexa ord, ändringar av satsstruktur och/eller borttagning av onödig information. Forskning existerar kring textförenkling på svenska, men användandet av neurala nätverk inom området är begränsat. READ MORE

  3. 2. Consumer Research in the 2000s and 2010s: A Quantitative Assessment and Qualitative Review

    University essay from Lunds universitet/Sociologi; Lunds universitet/Sociologiska institutionen

    Author : William Hagströmer; [2020]
    Keywords : consumer research; consumer culture theory; bibliometric mapping; VOS; VOSviewer; scientific fields; Pierre Bourdieu; Social Sciences;

    Abstract : This thesis presents and analyses the results of a bibliometric mapping study of the field of consumer research between 2000 and 2019, aiming to provide a simultaneously descriptive and analytical account of consumer research that identifies the overall structure of the field, as well as the major sub-specializations within it. By utilizing Pierre Bourdieu’s social theory and sociology of science, I analyse the central tendencies exhibited by consumer researchers with regards to the conventions they follow, the literatures they draw from and the way they relate to each other’s texts. READ MORE

  4. 3. An artificial intelligence method for text placement evaluation in maps

    University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

    Author : Lai Wei; [2020]
    Keywords : Geography; Cartography; Text placement evaluation; Artificial intelligence; GoogLeNet; Geomatics; Earth and Environmental Sciences;

    Abstract : A map is a combinatorial presentation of map objects and labels providing users with sufficient and useful information. Text placement is the most time-consuming and cumbersome work in a map production process, and many methods have been proposed to automate this process. READ MORE

  5. 4. A Study on Text Classification Methods and Text Features

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Benjamin Danielsson; [2019]
    Keywords : NLP; Text Classification; SVM; MLP; PCA; SUC; DigInclude;

    Abstract : When it comes to the task of classification the data used for training is the most crucial part. It follows that how this data is processed and presented for the classifier plays an equally important role. READ MORE

  6. 5. Duplicate Detection and Text Classification on Simplified Technical English

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Max Lund; [2019]
    Keywords : NLP; CNL; transformer models; LSTM; BERT; document embeddings; word embeddings; text classification; text clustering; transfer learning; machine learning;

    Abstract : This thesis investigates the most effective way of performing classification of text labels and clustering of duplicate texts in technical documentation written in Simplified Technical English. Pre-trained language models from transformers (BERT) were tested against traditional methods such as tf-idf with cosine similarity (kNN) and SVMs on the classification task. READ MORE