Install the Python library for OpenAI by running `pip install openai` in your terminal or command prompt. 3. Create a new file called `gpt_example.py`…

In this chapter, we’ll explore the concept of task-agnostic transformer models that can be applied to various NLP tasks without any significant modifications. We’ll…

First off, what is SRL? It’s basically figuring out who did what to whom in a sentence. For example: “John gave Mary a book.”…

First, let’s say we have a dataset called `my_dataset` that contains text data in a specific format. This format might include things like sentence…

While this may seem like a deviation from the original query, let me explain. In recent years, there has been an explosion in the…

These models, first introduced by Vaswani et al. (2017), use a self-attention mechanism to learn contextual representations of input sequences without relying on recurrent…

Here’s how it works: 1. Split the PRNG key (that’s just a fancy name for a number that helps us generate random numbers) using…