Blar i Institutt for IKT og realfag på forfatter "Pasquine, Mark"

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    • Deep Learning for Low-Resource and Morphology-Rich Language Processing 

      Sun, Mengtao (Doctoral theses at NTNU;2023:50, Doctoral thesis, 2023)
      Since data-driven Natural Language Processing (NLP) approaches emerged in the late 60s, many practical applications have been proposed, such as automatic sentiment analyzers and named entity recognizers. Today, the robust ...

    • Learning the Morphological and Syntactic Grammars for Named Entity Recognition 

      Sun, Mengtao; Yang, Qiang; Wang, Hao; Pasquine, Mark; Hameed, Ibrahim A. (Journal article; Peer reviewed, 2022)
      In some languages, Named Entity Recognition (NER) is severely hindered by complex linguistic structures, such as inflection, that will confuse the data-driven models when perceiving the word’s actual meaning. This work ...

    • Machine Translation in Low-Resource Languages by an Adversarial Neural Network 

      Sun, Mengtao; Wang, Hao; Pasquine, Mark; Abdelfattah Abdelhameed, Ibrahim (Peer reviewed; Journal article, 2021)
      Existing Sequence-to-Sequence (Seq2Seq) Neural Machine Translation (NMT) shows strong capability with High-Resource Languages (HRLs). However, this approach poses serious challenges when processing Low-Resource Languages ...

    • Perceiving the Narrative Style for Fake News Detection Using Deep Learning 

      Sun, Mengtao; Hameed, Ibrahim A.; Wang, Hao; Pasquine, Mark (Chapter, 2021)
      Existing deep-learning-based features have shown strong enough results (more than 90% accuracy) if a large amount of annotated data is available. However, in reality, data annotation is labor-intensive and expensive. This ...

    • Skip Truncation for Sentiment Analysis of Long Review Information Based on Grammatical Structures 

      Sun, Mengtao; Hameed, Ibrahim A.; Wang, Hao; Pasquine, Mark (Peer reviewed; Journal article, 2022)
      In reality, some emotional utterances are especially long, such as the critiques of a movie. Compared with short sentences, the sentiment of a longer paragraph is more difficult to be detected. Moreover, longer paragraphs ...