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1. Fake-news-detection-with-LSTMs-and-BERT Fake-news-detection-with-LSTMs-and-BERT Public

   well Social media has affected society during the last decade by providing free milieus for everyone to share their thoughts, ideas, and also news. As a negative effect, these environments have bee…

   Jupyter Notebook 5

2. Graph-Convolution-over-Pruned-Dependency-Trees-for-Relation-Extraction Graph-Convolution-over-Pruned-Dependency-Trees-for-Relation-Extraction Public

   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

3. Natural-Language-Processing-Analyzing-GitHub-Pull-Requests Natural-Language-Processing-Analyzing-GitHub-Pull-Requests Public

   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. Comparative-Analysis-of-Equity-Crowdfunding-Expenditure-Across-OECD-Nations-Python-and-R-Approach Comparative-Analysis-of-Equity-Crowdfunding-Expenditure-Across-OECD-Nations-Python-and-R-Approach Public

   This project aims to perform a comprehensive analysis of the differences in money spent on "Equity Crowdfunding" projects across OECD countries.

   Python 3

5. VOCAL-TRACK-EXTRACTION-USING-NEURAL-NETWORKS VOCAL-TRACK-EXTRACTION-USING-NEURAL-NETWORKS Public

   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

6. BERT-Neural-Language-Interface-Explainability-Explorer BERT-Neural-Language-Interface-Explainability-Explorer Public

   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