Generative AI and NLP
Generative AI and NLP explainers and exam-revision guides from Full Marks Press.
How do large language models generate text?
Large language models generate text one token at a time by calculating the probability of the most likely next word based on the preceding context. They use
How generative AI is changing university assessment this academic year
Generative AI is shifting university assessment away from grading the final written product and towards evaluating the student's process, critical thinking,
How to revise natural language processing for your final year exams
To revise natural language processing for your final year exams effectively, you must focus on the mathematical foundations of vector representations, the ar
Tokenisation and lemmatisation: foundational NLP concepts to know
Tokenisation is the process of breaking raw text into smaller, manageable pieces called tokens, such as words or sub-words, so a machine learning model can p
What is the attention mechanism in deep learning?
The attention mechanism in deep learning is a computational technique that allows a neural network to dynamically focus on the most relevant parts of an inpu
What is the transformer architecture in NLP?
The transformer architecture in natural language processing is a neural network model that relies entirely on self-attention mechanisms to weigh the importan
Word embeddings explained: Word2Vec and GloVe for university students
Word embeddings are dense, low-dimensional vector representations of words where words with similar meanings are placed close together in a mathematical spac
Frequently asked questions
What does the Generative AI and NLP category cover?
It collects exam-focused Generative AI and NLP explainers and revision guides from Full Marks Press, written for university students.
Who writes these Generative AI and NLP guides?
Every article is written by Sotiris Spyrou, published by Full Marks Press.
Are these guides free?
Yes. Every article is free to read, and you can request a free review copy of the related guide at https://fullmarkspress.com/free.