SRL experiments with ChatGPT with GPT-4
We will run our SRL experiments with ChatGPT with GPT-4, beginning with a basic sample and then challenging the model with a more complex example to explore the system’s capacity and limits. You can access ChatGPT on OpenAI’s platform: https://chat.openai.com/.
ChatGPT has two revolutionary features:
- It is syntax-free, meaning that it does not rely on syntax trees or rules at all. This approach is a paradigm shift from classical AI to generative models. Generative models detect statistical patterns in sequences but do not learn rules at all. The rules are implicit through statistical training, not explicit.
- The responses are not pre-designed and remain stochastic, meaning that we will get a mostly reliable (like for any AI model) output but not the same word-for-word output each time. This stochastic, random behavior makes recent LLMs so human-like.
Let’s begin with a basic sample.