Natural Language Processing

Visual Guide to Bi-encoders, Cross-encoders and ColBERT

Used in many real-world NLP systems.

Jun 12 •

Pairwise Sentence Scoring Systems - Part 2

A deep dive into advancements that shaped this task forever.

Oct 25, 2024 •

Pairwise Sentence Scoring Systems - Part 1

A deep dive into advancements that shaped this task forever.

Oct 17, 2024 •

The Evolution of Embeddings

Looking back to the pre-Transformer times.

Aug 5, 2024 •

Train and Test-time Data Augmentation

More data from existing data.

Apr 12, 2024 •

and

A Pivotal Moment in NLP Research Which Made Static Embeddings (Almost) Obsolete

Looking back to the pre-Transformer times.

Dec 18, 2023 •

The Limitation of Static Embeddings Which Made Them Obsolete

A visual guide to context-aware embeddings.

Jul 23, 2023 •

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