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Found 2 essays matching the above criteria.

1. 1. Automatic Classification of Conditions for Grants in Appropriation Directions of Government Agencies

   University essay from Uppsala universitet/Institutionen för lingvistik och filologi

   Author : Emma Wallerö; [2022]
   Keywords : Text classification; annotation; SVM; BiLSTM; Transformers; BERT; Textklassificering; annotering; annotation; SVM; BiLSTM; Transformers; BERT;

   Abstract : This study explores the possibilities of classifying language as governing or not. The ground premise is to examine how detecting and quantifying governing conditions from thousands of financial grants in appropriation directions can be performed automatically, as well as creating a data set to perform machine learning for this text classification task. READ MORE

3. 2. Automatic morphological analysis of L-verbs in Palula

   University essay from Stockholms universitet/Institutionen för lingvistik

   Author : Emma Wallerö; [2020]
   Keywords : Finite-State Transducer; FST; morphology; two-level morphology; machine learning; Sequence to Sequence; RNN; Finite-State Transducer; FST; morfologi; tvånivåmorfologi; maskininlärning; Sequence to Sequence; RNN;

   Abstract : This study is exploring the possibilities of automatic morphological analysis of L-verbs in the Palula language by the help from Finite-state technology and two-level morphology along with supervised machine learning. The type of machine learning used are neural Sequence to Sequence models. READ MORE