Question Answering versus Named Entity Recognition for Extracting Unknown Datasets

Dataset mention extraction is a difficult problem due to the unstructured nature of text, the sparsity of dataset mentions, and the various ways the same dataset can be mentioned. Extracting unknown dataset mentions which are not part of the training data of the model is even harder.We address this...

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Bibliographic Details
Published in:IEEE access 2023-01, Vol.11, p.1-1
Main Authors: Younes, Yousef, Scherp, Ansgar
Format: Article
Language:English
Subjects:
Binary text classification
Data mining
Data models
dataset mentions
Datasets
named entity recognition
Numerical models
question answering
Question answering (information retrieval)
Questions
Recognition
Source code
Terminology
Text categorization
Training
Transformers
Unstructured data
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