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EduCEQ
A publicly available dataset and method for educational knowledge graph question answering. The dataset will be fully released after the paper is accepted.
Updated 9/9/2024
github
Description
EduCEQ
Overview
EduCEQ is a publicly available educational knowledge graph question answering dataset and method.
Dataset Preparation
- WebQSP: processed by EmbedKGQA.
- ComplexWebQuestions: processed by NSM.
- GloVe 300d pretrained vector: used for the BiGRU model; the txt file needs to be converted to a pickle file.
Dependencies
- pytorch>=1.2.0
- transformers
- tqdm
- nltk
- shutil
Acknowledgements
- TransferNet: https://github.com/shijx12/TransferNet
- EmbedKGQA: https://github.com/malllabiisc/EmbedKGQA
- NSM: https://github.com/RichardHGL/WSDM2021_NSM
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Topics
Educational Knowledge Graph
Question Answering Systems
Source
Organization: github
Created: 9/9/2024
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