| 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 | 595 | 2012 |
| Formal Limitations on the Measurement of Mutual Information D McAllester, K Stratos arXiv preprint arXiv:1811.04251, 2018 | 309 | 2018 |
| 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 | 176 | 2012 |
| 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 | 98 | 2017 |
| Frustratingly easy neural domain adaptation YB Kim, K Stratos, R Sarikaya Proceedings of COLING 2016, the 26th International Conference on …, 2016 | 90 | 2016 |
| 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 | 86 | 2016 |
| 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 | 86 | 2012 |
| 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 | 81 | 2015 |
| 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 | 80 | 2017 |
| Experiments with Spectral Learning of Latent-Variable PCFGs SB Cohen, K Stratos, M Collins, DP Foster, L Ungar Proceedings of NAACL-HLT, 2013 | 80 | 2013 |
| 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 | 79 | 2016 |
| 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 | 69 | 2015 |
| Label-agnostic sequence labeling by copying nearest neighbors S Wiseman, K Stratos arXiv preprint arXiv:1906.04225, 2019 | 68 | 2019 |
| Entqa: Entity linking as question answering W Zhang, W Hua, K Stratos arXiv preprint arXiv:2110.02369, 2021 | 66 | 2021 |
| 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 | 62 | 2017 |
| Understanding hard negatives in noise contrastive estimation W Zhang, K Stratos arXiv preprint arXiv:2104.06245, 2021 | 54 | 2021 |
| Detecting Visual Text J Dodge, A Goyal, X Han, A Mensch, M Mitchell, K Stratos, K Yamaguchi, ... Proceedings of NAACL-HLT, 2012 | 48 | 2012 |
| 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 | 39 | 2014 |
| 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 | 38 | 2014 |
| Fast and effective biomedical entity linking using a dual encoder R Bhowmik, K Stratos, G De Melo arXiv preprint arXiv:2103.05028, 2021 | 37 | 2021 |
Michael CollinsGoogle NYCVerified email at cs.columbia.edu
