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Andrew O. Arnold
Andrew O. Arnold
Principal Machine Learning Engineer, Shopify
Verified email at shopify.com - Homepage
Title
Cited by
Cited by
Year
A geometric framework for unsupervised anomaly detection: Detecting intrusions in unlabeled data
E Eskin, A Arnold, M Prerau, L Portnoy, S Stolfo
Applications of data mining in computer security, 77-101, 2002
16042002
Temporal causal modeling with graphical granger methods
A Arnold, Y Liu, N Abe
Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007
4072007
A comparative study of methods for transductive transfer learning
A Arnold, R Nallapati, WW Cohen
Seventh IEEE international conference on data mining workshops (ICDMW 2007 …, 2007
3822007
Supporting Clustering with Contrastive Learning
D Zhang, F Nan, X Wei, SW Li, H Zhu, K McKeown, R Nallapati, ...
North American Chapter of the Association for Computational Linguistics (NAACL),, 2021
2312021
Query dependent ranking using k-nearest neighbor
X Geng, TY Liu, T Qin, A Arnold, H Li, HY Shum
Proceedings of the 31st annual international ACM SIGIR conference on …, 2008
2162008
Lifelong pretraining: Continually adapting language models to emerging corpora
X Jin, D Zhang, H Zhu, W Xiao, SW Li, X Wei, A Arnold, X Ren
arXiv preprint arXiv:2110.08534, 2021
1232021
Mixed-Curvature Multi-Relational Graph Neural Network for Knowledge Graph Completion
S Wang, X Wei, CN dos Santos, Z Wang, R Nallapati, A Arnold, B Xiang, ...
The Web Conference (WWW), 2021
1222021
Faithful Embeddings for Knowledge Base Queries
H Sun, AO Arnold, T Bedrax-Weiss, F Pereira, WW Cohen
Advances in Neural Information Processing Systems (NeurIPS) 33, 2020
1072020
Improving Factual Consistency of Abstractive Summarization via Question Answering
F Nan, C Nogueira dos Santos, H Zhu, P Ng, K McKeown, R Nallapati, ...
Association for Computational Linguistics (ACL), 2021
992021
Methods of unsupervised anomaly detection using a geometric framework
E Eskin, A Arnold, M Prerau, L Portnoy, SJ Stolfo
US Patent 9,306,966, 2016
662016
Exploiting feature hierarchy for transfer learning in named entity recognition
A Arnold, R Nallapati, W Cohen
Proceedings of ACL-08: HLT, 245-253, 2008
652008
Methods of unsupervised anomaly detection using a geometric framework
E Eskin, AO Arnold, M Prerau, L Portnoy, SJ Stolfo
US Patent 8,544,087, 2013
612013
Constructionist design methodology for interactive intelligences
KR Thórisson, H Benko, D Abramov, A Arnold, S Maskey, A Vaseekaran
AI Magazine 25 (4), 77-77, 2004
612004
Pairwise supervised contrastive learning of sentence representations
D Zhang, SW Li, W Xiao, H Zhu, R Nallapati, AO Arnold, B Xiang
arXiv preprint arXiv:2109.05424, 2021
582021
Knowledge enhanced pretrained language models: A compreshensive survey
X Wei, S Wang, D Zhang, P Bhatia, A Arnold
arXiv preprint arXiv:2110.08455, 2021
522021
Structured literature image finder: extracting information from text and images in biomedical literature
LP Coelho, A Ahmed, A Arnold, J Kangas, AS Sheikh, EP Xing, ...
Linking Literature, Information, and Knowledge for Biology: Workshop of the …, 2010
512010
Self-supervised speaker verification with simple siamese network and self-supervised regularization
M Sang, H Li, F Liu, AO Arnold, L Wan
ICASSP 2022-2022 IEEE international conference on acoustics, speech and …, 2022
462022
Qaner: Prompting question answering models for few-shot named entity recognition
AT Liu, W Xiao, H Zhu, D Zhang, SW Li, A Arnold
arXiv preprint arXiv:2203.01543, 2022
442022
DQ-BART: Efficient sequence-to-sequence model via joint distillation and quantization
Z Li, Z Wang, M Tan, R Nallapati, P Bhatia, A Arnold, B Xiang, D Roth
arXiv preprint arXiv:2203.11239, 2022
432022
Calculating cyclotomic polynomials
A Arnold, M Monagan
Mathematics of Computation 80 (276), 2359-2379, 2011
432011
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Articles 1–20