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IELTS Writing Scored Essays Dataset

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Evidence · 1 claim (1 for) · 1 study (1 associational), q2 · 0 of 1 report an effect size · 1 claim rests on one study

Description

A publicly available Kaggle dataset of 787 Academic IELTS Task 2 essays with official examiner-assigned band scores, used for automated writing-assessment research.

Components

  • IELTS Writing Scored Essays Dataset (Task 2 subset) with released bandit AES implementation: The study uses the IELTS Writing Scored Essays Dataset, a publicly available Kaggle resource comprising "787 Academic Task 2 compositions, each accompanied by an official band score ranging from 1 to 9, assigned by qualified IELTS examiners". The compositions respond to conventional Task 2 instructions requiring argument development or perspective presentation. The authors also release their complete implementation code publicly on GitHub and plan to release policy logs. (Olga Manakina (2026))

Claims

Key Sources

  • Olga Manakina, Igor Bogdanov. (2026). Learning to Grade Efficiently: A Bandit-Driven Prompt-Selection Framework for Low-Cost LLM Essay Scoring. https://arxiv.org/abs/2608.23814v1
Page metadata
Field Value
type product
id ielts-writing-scored-essays-dataset
title IELTS Writing Scored Essays Dataset
description A publicly available Kaggle dataset of 787 Academic IELTS Task 2 essays with official examiner-assigned band scores, used for automated writing-assessment research.
status review
product_kind dataset
generated by process:settle-candidates on 2026-10-10
trust unverified — no one has confirmed this page's content

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