Categories: AI/ML Research

BERT Models and Its Variants

This article is divided into two parts; they are: • Architecture and Training of BERT • Variations of BERT BERT is an encoder-only model.

A Complete Introduction to Using BERT Models

Overview This post is divided into five parts; they are: • Why BERT Matters • Understanding BERT's Input/Output Process • Your First BERT Project • Real-World Projects with BERT • Named Entity Recognition System Why BERT Matters Imagine you're teaching someone a new language.

February 4, 2025

In "AI/ML Research"

Training a Tokenizer for BERT Models

This article is divided into two parts; they are: • Picking a Dataset • Training a Tokenizer To keep things simple, we'll use English text only.

November 19, 2025

In "AI/ML Research"

How to Do Named Entity Recognition (NER) with a BERT Model

This post is in six parts; they are: • The Complexity of NER Systems • The Evolution of NER Technology • BERT's Revolutionary Approach to NER • Using DistilBERT with Hugging Face's Pipeline • Using DistilBERT Explicitly with AutoModelForTokenClassification • Best Practices for NER Implementation The challenge of Named Entity…

February 20, 2025

In "AI/ML Research"

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