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Karl Stratos
Karl Stratos
Essential AI
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Citirano
Citirano
Godina
Midge: Generating image descriptions from computer vision detections
M Mitchell, J Dodge, A Goyal, K Yamaguchi, K Stratos, X Han, A Mensch, ...
Proceedings of the 13th Conference of the European Chapter of the …, 2012
5872012
Formal Limitations on the Measurement of Mutual Information
D McAllester, K Stratos
arXiv preprint arXiv:1811.04251, 2018
3122018
Understanding and predicting importance in images
AC Berg, TL Berg, H Daume, J Dodge, A Goyal, X Han, A Mensch, ...
2012 IEEE Conference on Computer Vision and Pattern Recognition, 3562-3569, 2012
1752012
Onenet: Joint domain, intent, slot prediction for spoken language understanding
YB Kim, S Lee, K Stratos
2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU …, 2017
1002017
Frustratingly easy neural domain adaptation
YB Kim, K Stratos, R Sarikaya
Proceedings of COLING 2016, the 26th International Conference on …, 2016
912016
Large scale retrieval and generation of image descriptions
V Ordonez, X Han, P Kuznetsova, G Kulkarni, M Mitchell, K Yamaguchi, ...
International Journal of Computer Vision 119, 46-59, 2016
892016
Spectral learning of latent-variable PCFGs
SB Cohen, K Stratos, M Collins, DP Foster, L Ungar
Proceedings of the 50th annual meeting of the association for computational …, 2012
852012
New Transfer Learning Techniques for Disparate Label Sets
YB Kim, K Stratos, R Sarikaya, M Jeong
Proceedings of the 53rd Annual Meeting of the Association for Computational …, 2015
822015
Domain attention with an ensemble of experts
YB Kim, K Stratos, D Kim
Proceedings of the 55th Annual Meeting of the Association for Computational …, 2017
812017
Experiments with Spectral Learning of Latent-Variable PCFGs
SB Cohen, K Stratos, M Collins, DP Foster, L Ungar
Proceedings of NAACL-HLT, 2013
802013
Unsupervised part-of-speech tagging with anchor hidden markov models
K Stratos, M Collins, D Hsu
Transactions of the Association for Computational Linguistics 4, 245-257, 2016
752016
Label-agnostic sequence labeling by copying nearest neighbors
S Wiseman, K Stratos
arXiv preprint arXiv:1906.04225, 2019
702019
Model-Based Word Embeddings from Decompositions of Count Matrices
K Stratos, M Collins, D Hsu
Proceedings of the 53rd Annual Meeting of the Association for Computational …, 2015
692015
EntQA: Entity linking as question answering
W Zhang, W Hua, K Stratos
arXiv preprint arXiv:2110.02369, 2021
652021
Adversarial adaptation of synthetic or stale data
YB Kim, K Stratos, D Kim
Proceedings of the 55th Annual Meeting of the Association for Computational …, 2017
632017
Understanding hard negatives in noise contrastive estimation
W Zhang, K Stratos
arXiv preprint arXiv:2104.06245, 2021
542021
Detecting Visual Text
J Dodge, A Goyal, X Han, A Mensch, M Mitchell, K Stratos, K Yamaguchi, ...
Proceedings of NAACL-HLT, 2012
482012
Spectral learning of latent-variable PCFGs: Algorithms and sample complexity
SB Cohen, K Stratos, M Collins, DP Foster, L Ungar
The Journal of Machine Learning Research 15 (1), 2399-2449, 2014
392014
A Spectral Algorithm for Learning Class-Based n-gram Models of Natural Language
K Stratos, D Kim, M Collins, D Hsu
Proceedings of the 30th Conference on Uncertainty in Artificial Intelligence, 2014
382014
Fast and effective biomedical entity linking using a dual encoder
R Bhowmik, K Stratos, G De Melo
arXiv preprint arXiv:2103.05028, 2021
372021
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