Text Classification using RoBERTa
RoBERTa (Robustly Optimized BERT Approach) is a powerful transformer model that has shown excellent performance in various NLP tasks. In this post, I’ll expl...
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PaperLink: Revolutionizing Academic Research with AI
PaperLink is an AI-powered research assistant that helps researchers navigate through academic papers more efficiently. It combines the power of large langua...
Influence Functions
Introduction It’s a classic technique from robust statistics (1), to understand and improve machine learning models. By tracing a model’s prediction back to ...
Notes on Forward Forward Algorithm
The forward-forward algorithm is a novel method for training neural networks as an alternative to backpropagation.
Early detection of 3D printing issues
This Kaggle competition required us to focus on a particular kind of anomaly, which was to detect under extrusion. Under extrusion in 3D printing occurs when...
Notes on Predictive Forward-Forward Paper
Predictive Forward-Forward Learning