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284 research outcomes, page 1 of 29
  • other research product . 2021
    Open Access English
    Authors:
    Dalal, Dhairya; Arcan, Mihael; Buitelaar, Paul;
    Publisher: Association for Computational Linguistics

    The task of causal question answering aims to reason about causes and effects over a provided real or hypothetical premise. Recent approaches have converged on using transformer-based language models to solve question answering tasks. However, pretrained language models...

  • other research product . 2021
    Open Access English
    Authors:
    Tabassum, Kinza; Fox, Jackie; Fuller, Sara; Hynes, Sinéad M.;
    Publisher: Springer

    Multiple Sclerosis (MS) is a neurological condition which usually manifests between the ages of 20 40 years. This is a critical period for developing relationships, particularly romantic relationships. People with MS can experience sexual dysfunction, limb weakness, fat...

  • other research product . 2021
    Open Access English
    Authors:
    Sudharsan, Bharath; Patel, Pankesh; Wahid, Abdul; Yahya, Muhammad; Breslin, John G.; Ali, Muhammad Intizar;
    Publisher: Association for Computing Machinery (ACM)

    In the Industry 4.0 era, Microcontrollers (MCUs) based tiny embedded sensor systems have become the sensing paradigm to interact with the physical world. In 2020, 25.6 billion MCUs were shipped, and over 250 billion MCUs are already operating in the wild. Such low-power...

  • other research product . 2021
    Open Access English
    Authors:
    Sudharsan, Bharath; Sundaram, Dineshkumar; Patel, Pankesh; Breslin, John G.; Ali, Muhammad Intizar;
    Publisher: National University of Ireland Galway

    In today's IoT smart environments, dozens of MCU-based connected device types exist such as HVAC controllers, smart meters, smoke detectors, etc. The security conditions for these essential IoT devices remain unsatisfactory since: (i) many of them are built with cost as...

  • other research product . 2020
    Open Access English
    Authors:
    Pasricha, Nivranshu; Arcan, Mihael; Buitelaar, Paul;
    Publisher: Association for Computational Linguistics

    Data-to-text generation has recently seen a move away from modular and pipeline architectures towards end-to-end architectures based on neural networks. In this work, we employ knowledge graph embeddings and explore their utility for end-to-end approaches in a data-to-t...

  • other research product . 2020
    Open Access English
    Authors:
    Pasricha, Nivranshu; Arcan, Mihael; Buitelaar, Paul;
    Publisher: Association for Computational Linguistics

    This paper describes the system submitted by NUIG-DSI to the WebNLG+ challenge 2020 in the RDF-to-text generation task for the English language. For this challenge, we leverage transfer learning by adopting the T5 model architecture for our submission and fine-tune the ...

  • other research product . 2020
    Open Access English
    Authors:
    Chakravarthi, Bharathi Raja; Jose, Navya; Suryawanshi, Shardul; Sherly, Elizabeth; McCrae, John P.;
    Publisher: European Language Resources Association (ELRA)

    There is an increasing demand for sentiment analysis of text from social media which are mostly code-mixed. Systems trained on monolingual data fail for code-mixed data due to the complexity of mixing at different levels of the text. However, very few resources are avai...

  • other research product . 2020
    Open Access English
    Authors:
    McCrae, John P.; Arcan, Mihael;
    Publisher: European Language Resources Association (ELRA)

    In this paper, we present the NUIG system at the TIAD shard task. This system includes graph-based metrics calculated using novel algorithms, with an unsupervised document embedding tool called ONETA and an unsupervised multi-way neural machine translation method. The r...

  • other research product . 2020
    Open Access English
    Authors:
    Rani, Priya; Suryawanshi, Shardul; Goswami, Koustava; Chakravarthi, Bharathi Raja; Fransen, Theodorus; McCrae, John P.;
    Publisher: European Language Resources Association (ELRA)

    Hate speech detection in social media communication has become one of the primary concerns to avoid conflicts and curb undesired activities. In an environment where multilingual speakers switch among multiple languages, hate speech detection becomes a challenging task u...

  • other research product . 2020
    Open Access English
    Authors:
    Chakravarthi, Bharathi Raja; Muralidaran, Vigneshwaran; Priyadharshini, Ruba; McCrae, John P.;
    Publisher: European Language Resources Association (ELRA)

    Understanding the sentiment of a comment from a video or an image is an essential task in many applications. Sentiment analysis of a text can be useful for various decision-making processes. One such application is to analyse the popular sentiments of videos on social m...

284 research outcomes, page 1 of 29