cora¶
from relational_datasets import load
train, test = load("cora", "v0.0.6")
using RelationalDatasets
train, test = load("cora", "v0.0.6")
Citation matching.
Task¶
Link Prediction: Do these two references refer to the same author?
author(-paper,+auth).
author(+paper,-auth).
haswordauthor(-auth,+word).
haswordauthor(+auth,-word).
haswordtitle(-title,+word).
haswordtitle(+title,-word).
haswordvenue(-venue,+word).
haswordvenue(+venue,-word).
sameauthor(-auth,+auth).
sameauthor(+auth,-auth).
sameauthor(+auth,+auth).
title(-paper,+title).
title(+paper,-title).
venue(-paper,+venue).
venue(+paper,-venue).
Publications¶
This version of the Cora dataset is closest to the one mentioned in Poon and Domingos (2007) "Joint Inference in Information Extraction," which cited:
The Cora dataset was created by Andrew McCallum and later segmented by Bilenko and Mooney (2003).
- Mikhail Bilenko and Raymond J. Mooney, "Adaptive Duplicate Detection Using Learnable String Similarity Measures." Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) 2003
Last update:
November 9, 2022