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Lokesh Sharma's Projects

adversarial-training-text-classification icon adversarial-training-text-classification

Implement virtual adversarial training for text classification as a regularization technique. The work is inspired from the mentioned paper below; with a novelty of introducing perturbations based on synonyms and not a random vector.

fake_news_detection icon fake_news_detection

Training a neural network model from small size of high quality labeled dataset for fake news detection

kg-sandbox icon kg-sandbox

Experimental notebooks relaating knowledge graphs and graph-based machine learning

process_mining icon process_mining

Build predictive process models on event log data for Dutch Municipalities.

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