AugSBERT: Bi-encoders + Cross-encoders for Sentence Pair Similarity Scoring – Part 2
A deep dive into extensions of cross-encoders and bi-encoders for sentence pair similarity.
Daily Dose of Data Science
A daily column with insights, observations, tutorials and best practices on data science. Relevant for industry professionals at big tech, startups, and engineering students.
Bi-encoders and Cross-encoders for Sentence Pair Similarity Scoring – Part 1
A deep dive into why BERT isn't effective for sentence similarity and advancements that shaped this task forever.
A Crash Course on Model Interpretability – Part 3
A deep dive into interpretability methods, why they matter, along with their intuition, considerations, how to avoid being misled, and code.
A Crash Course on Model Interpretability – Part 2
A deep dive into interpretability methods, why they matter, along with their intuition, considerations, how to avoid being misled, and code.
A Crash Course on Model Interpretability – Part 1
A deep dive into PDPs and ICE plots, along with their intuition, considerations, how to avoid being misled, and code.
15 Ways to Optimize Neural Network Training (With Implementation)
Techniques that help you become a "machine learning engineer" from a "machine learning model developer."
A Mathematical Deep Dive Into the Curse of Dimensionality
Mathematically understanding the surprising phenomena that arise when dealing with data in high dimensions.
A Crash Course on Graph Neural Networks (Implementation Included) – Part 3
A practical and beginner-friendly guide to building neural networks on graph data.
