Natural Language Understanding

BERTScore – A Powerful NLP Evaluation Metric Explained & How To Tutorial In Python

What is BERTScore? BERTScore is an innovative evaluation metric in natural language processing (NLP) that leverages the power of BERT…

1 year ago

Perplexity In NLP: Understand How To Evaluate LLMs [Practical Guide]

Introduction to Perplexity in NLP In the rapidly evolving field of Natural Language Processing (NLP), evaluating the effectiveness of language…

1 year ago

Mean Reciprocal Rank (MRR): How It Works [A Complete Guide]

What is Mean Reciprocal Rank (MRR)? Mean Reciprocal Rank (MRR) is a metric used to evaluate the effectiveness of information…

1 year ago

Understanding Ranking Algorithms: A Comprehensive Guide & How To Implement

What are Ranking Algorithms? Ranking algorithms are computational processes used to order items, such as web pages, products, or multimedia…

1 year ago

Full-Text Search Explained, How To Implement & 6 Powerful Tools

What is Full-Text Search? Full-text search is a technique for efficiently and accurately retrieving textual data from large datasets. Unlike…

1 year ago

Query Understanding In NLP Simplified & How It Works [5 Techniques]

What is Query Understanding? Understanding user queries lies at the heart of efficient communication between humans and machines in the…

1 year ago

Distributional Semantics Simplified & 7 Techniques [How To Understand Language]

What is Distributional Semantics? Understanding the meaning of words has always been a fundamental challenge in natural language processing (NLP).…

1 year ago

The BERT Algorithm (NLP) Made Simple [Understand How Large Language Models (LLMs) Work]

What is BERT in the context of NLP? In Natural Language Processing (NLP), the quest for models genuinely understanding and…

2 years ago

Fact-Checking With Large Language Models (LLMs): Is It A Powerful NLP Verification Tool?

Can a Machine Tell a Lie? Picture this: you're scrolling through social media, bombarded by claims about the latest scientific…

2 years ago

Cognitive Computing Made Simple: Powerful Artificial Intelligence (AI) Capabilities & Examples

What is Cognitive Computing? The term "cognitive computing" has become increasingly prominent in today's rapidly evolving technological landscape. As our…

2 years ago