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Dataset assetOpen Source CommunityQuestion Answering SystemsEducational Knowledge Graph
EduCEQ
A publicly available dataset and method for educational knowledge graph question answering. The dataset will be fully released after the paper is accepted.
Source
github
Created
Sep 9, 2024
Updated
Sep 9, 2024
Signals
338 views
Availability
Linked source ready
Overview
Dataset description and usage context
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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