A Crash Course on Building RAG Systems – Part 1 (With Implementation)
A practical and beginner-friendly crash course on building RAG apps (with implementations).
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.
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.
