datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
ILSA-Survey-Dataset
AI & ML in International Large-Scale Assessments: Survey Dataset
Paper: Artificial Intelligence Applications in International Large-Scale Assessments: A Survey with LLM-Assisted Evidence SynthesisAuthors: Merve Dede & Ekrem Çetinkaya (2026)Website: dedemerve.github.io/ILSA-Survey-ExtractorGitHub: github.com/dedemerve/ILSA-Survey-Analysis
Dataset Description
A structured, open evidence repository covering 212 studies (2020–August 2026) examining how artificial… See the full description on the dataset page: https://huggingface.co/datasets/dedemerve/ILSA-Survey-Dataset.ILSA-LLM-Extractor-Dataset
ILSA LLM Extractor Dataset
Project website: https://dedemerve.github.io/ILSA-LLM-Extractor/
Dataset Description
This dataset contains structured metadata automatically extracted from 1,756 peer-reviewed articles and reports covering International Large-Scale Assessments (IEA: TIMSS, PIRLS, ICCS; OECD: PISA, TALIS, PIAAC). The extraction pipeline combines PDF parsing, LLM-based structured extraction, and RAG-based synthesis.
Pipeline stages:
Stage 1: LLM-based… See the full description on the dataset page: https://huggingface.co/datasets/dedemerve/ILSA-LLM-Extractor-Dataset.