Session 8: Hands-on — LLM Classification & Prompt Iteration

Day 3 · Prompt Design & Iteration (3-2)

🚧 Being prepared

This page is being finalized ahead of the course (Aug 3–7, 2026) and may be incomplete or change before your session. The syllabus and readings are ready now.

Learning objectives

Reading

Slides & Colab

Notebook (tutorial + Corpus Lab): day3_prompt_design.ipynb — zero-shot → few-shot → chain-of-thought on the CEFR task —
Further reading: Replicating Kim & Lu with open data (the discourse-move mini-project track)

---
title: "Session 8: Hands-on — LLM Classification & Prompt Iteration"
subtitle: "Day 3 · Prompt Design & Iteration (3-2)"
toc: true
---

<!-- BEING-PREPARED-BANNER -->
::: {.callout-warning appearance="simple"}
## 🚧 Being prepared
This page is being finalized ahead of the course (**Aug 3–7, 2026**) and may be incomplete or change before your session. The [syllabus](/syllabus/index.md) and [readings](/syllabus/readings.md) are ready now.
:::


## Learning objectives
<!-- to be added -->

## Reading
<!-- to be added -->

## Slides & Colab

- Notebook (tutorial + Corpus Lab): [`day3_prompt_design.ipynb`](../../resources/tutorials/day3_prompt_design.ipynb) — zero-shot → few-shot → chain-of-thought on the CEFR task —
  [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/egumasa/linguistic-data-analysis-II-2026/blob/main/sources/resources/tutorials/day3_prompt_design.ipynb)
- Further reading: [Replicating Kim & Lu with open data](../../resources/tutorials/tutorial-day3-move-replication.md) (the discourse-move mini-project track)
<!-- slides link: to be added -->