publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2023

  1. Thesis
    Amélioration des performances des systèmes "Question Answering" dans le domaine biomédical
    Z. Kaddari, and T. Bouchentouf
    2023
    PDF
  2. ESA
    A novel self-attention enriching mechanism for biomedical question answering
    Z. Kaddari, and T. Bouchentouf
    Expert Systems with Applications, 2023

2022

  1. FrBMedQA
    FrBMedQA: the first French biomedical question answering dataset
    Z. Kaddari, and T. Bouchentouf
    IAES International Journal of Artificial Intelligence, 2022
  2. CEUR
    LaRSA at BioASQ 10b: classical and novel approaches for biomedical document retrieval and question answering
    Z. Kaddari, and T. Bouchentouf
    In CEUR Workshop Proceedings, 2022
  3. LREC
    LARSA22 at Qur’an QA 2022: Text-to-Text Transformer for Finding Answers to Questions from Qur’an
    Y. Mellah, I. Touahri, Z. Kaddari, and 2 more authors
    In Proceedings at Language Resources and Evaluation Conference, LREC 2022, 2022
  4. OctaNLP
    OctaNLP: A Benchmark for Evaluating Multitask Generalization of Transformer-Based Pre-trained Language Models
    Z. Kaddari, Y. Mellah, J. Berrich, and 2 more authors
    2022

2021

  1. INKAD
    INKAD COVID-19 IntelliSearch: A multilingual search engine for answering questions about COVID-19 in real-time from the scientific literature
    Z. Kaddari, J. Berrich, N. Rahmoun, and 2 more authors
    In 5th International Conference on Intelligent Computing in Data Sciences, ICDS, 2021
  2. Real-time Covid-19 Detection based on Symptoms using Machine Learning Models
    Y. Mellah, Z. Kaddari, M. Belkasmi, and 2 more authors
    In Proceedings of the 2nd International Conference on Big Data, Modelling and Machine Learning, 2021
  3. Intelligent Sketch-based Recurrent Neural Networks Models to Handle Text-to-SQL Task
    Y. Mellah, Z. Kaddari, T. Bouchentouf, and 2 more authors
    In Proceedings of the 2nd International Conference on Big Data, Modelling and Machine Learning, 2021
  4. Natural language processing: Challenges and future directions
    Z. Kaddari, Y. Mellah, J. Berrich, and 2 more authors
    2021

2020

  1. Biomedical Question Answering: A Survey of Methods and Datasets
    Z. Kaddari, Y. Mellah, J. Berrich, and 2 more authors
    In 4th International Conference on Intelligent Computing in Data Sciences, ICDS, 2020
  2. Applying the T5 language model and duration units normalization to address temporal common sense understanding on the MCTACO dataset
    Z. Kaddari, Y. Mellah, J. Berrich, and 2 more authors
    In International Conference on Intelligent Systems and Computer Vision, ISCV, 2020
  3. Text to Code Conversion Using Deep Learning for NLP
    Y. Mellah, Z. Kaddari, J. Berrich, and 2 more authors
    In International Symposium on Advanced Electrical and Communication Technologies, ISAECT, 2020