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@MortadhaMannai

MANAI Mortadha

MortadhaMannai
Halifax, Nova scotia ,canada

Hello world ! 👋

I'm a dedicated AI researcher with a specific focus on Natural Language Processing (NLP) and Explainable AI (XAI) 💡 . My work centers around making AI models more transparent and interpretable, particularly in the context of NLP applications.

By sponsoring me 💰, you're supporting the development of ethical and responsible AI systems, ensuring they benefit society while remaining understandable.

Together, we can drive innovation, bridge the gap between technology and humans, and create a future where AI empowers and enriches our lives 🌱. Join me in this mission!

I'm so grateful for your support and I promise to use this sponsorship wisely. Thank you! 🙏

@MortadhaMannai

I'll be able to quit my job and work on XAI resaerch full time!

Featured work

  1. MortadhaMannai/Graph-Convolution-over-Pruned-Dependency-Trees-for-Relation-Extraction

    Graph Convolution over Pruned Dependency Trees for Relation Extraction" is a sophisticated approach that leverages graph convolutional networks (GCNs) on pruned dependency trees to enhance the accu…

    Python 5
  2. MortadhaMannai/VOCAL-TRACK-EXTRACTION-USING-NEURAL-NETWORKS

    There are four models in this project: Deep Clustering Model, Hybrid Deep Clustering Model, U-net Model and UH-net Model. Models are trained on DSD100 dataset. The project is based on PyTorch.

    Jupyter Notebook 3
  3. MortadhaMannai/Natural-Language-Processing-Analyzing-GitHub-Pull-Requests

    This project covers the concepts of : Topic Modelling using LDA Clustering through tf-idf and BoW Dimension reduction through t-SNE and truncated SVD Classification and Regression algorithms

    Jupyter Notebook 4
  4. MortadhaMannai/BERT-Neural-Language-Interface-Explainability-Explorer

    Welcome to the Neural Language Interface (NLI) Explain project! This repository is dedicated to exploring and explaining the decision-making process of BERT models in the context of Natural Languag…

    Jupyter Notebook 4

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