Downstream Task: Summarization

There are many downstream tasks that leverage LLMs for developing chatbot functionalities. These tasks, such as summarization, enrich the chatbots’ abilities by making them intuitive and responsive. With these tasks, chatbots gain proficiency in distilling a large amount of information into succinct summaries.

Summarization refers to the process of condensing a large corpus of text into a concise version by capturing the main points and the theme while removing less important details. LLMs utilizing architectures, such as the transformers, are trained on a large corpus of datasets to master this task. This allows these language ...