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Ning Xie
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Year
Explainable deep learning: A field guide for the uninitiated
G Ras, N Xie, M van Gerven, D Doran
Journal of Artificial Intelligence Research 73, 329-397, 2022
170*2022
Visual Entailment: A Novel Task for Fine-Grained Image Understanding
N Xie, L Farley, D Doran, A Kadav
arXiv preprint arXiv:1901.06706, 2019
1022019
Explaining trained neural networks with semantic web technologies: First steps
MK Sarker, N Xie, D Doran, M Raymer, P Hitzler
arXiv preprint arXiv:1710.04324, 2017
572017
Visual entailment task for visually-grounded language learning
N Xie, F Lai, D Doran, A Kadav
arXiv preprint arXiv:1811.10582, 2018
112018
Reasoning over RDF knowledge bases using deep learning
M Ebrahimi, MK Sarker, F Bianchi, N Xie, D Doran, P Hitzler
arXiv preprint arXiv:1811.04132, 2018
112018
Relating input concepts to convolutional neural network decisions
N Xie, MK Sarker, D Doran, P Hitzler, M Raymer
arXiv preprint arXiv:1711.08006, 2017
112017
Neuro-Symbolic Deductive Reasoning for Cross-Knowledge Graph Entailment.
M Ebrahimi, MK Sarker, F Bianchi, N Xie, A Eberhart, D Doran, HS Kim, ...
AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering, 2021
42021
Contextual grounding of natural language entities in images
F Lai, N Xie, D Doran, A Kadav
arXiv preprint arXiv:1911.02133, 2019
42019
A soft computing prefetcher to mitigate cache degradation by web robots
N Xie, K Brown, N Rude, D Doran
International Symposium on Neural Networks, 536-546, 2017
32017
CMA-CLIP: Cross-Modality Attention CLIP for Image-Text Classification
H Liu, S Xu, J Fu, Y Liu, N Xie, CC Wang, B Wang, Y Sun
arXiv preprint arXiv:2112.03562, 2021
22021
Learning representations of generalized cross-modal entailment tasks
F Lai, A Kadav, N Xie
US Patent 11,250,299, 2022
2022
On the Generalization Capability of Memory Networks for Reasoning
M Ebrahimi, MK Sarker, F Bianchi, N Xie, A Eberhart, D Doran, P Hitzler
3.9 Understanding Neural Networks through Background Knowledge
US Dayton, M Labaf, MK Sarker, M Raymer, N Xie
Human-Like Neural-Symbolic Computing 2 (10), 67, 0
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