Globally normalized transition-based neural networks D Andor, C Alberti, D Weiss, A Severyn, A Presta, K Ganchev, S Petrov, ... arXiv preprint arXiv:1603.06042, 2016 | 714 | 2016 |
Universal dependency annotation for multilingual parsing R McDonald, J Nivre, Y Quirmbach-Brundage, Y Goldberg, D Das, ... Proceedings of the 51st Annual Meeting of the Association for Computational …, 2013 | 708 | 2013 |
Posterior regularization for structured latent variable models K Ganchev, J Graça, J Gillenwater, B Taskar The Journal of Machine Learning Research 11, 2001-2049, 2010 | 611 | 2010 |
Overview of BioCreative II gene mention recognition L Smith, LK Tanabe, RJ Ando, CJ Kuo, IF Chung, CN Hsu, YS Lin, ... Genome biology 9, 1-19, 2008 | 530 | 2008 |
Expectation maximization and posterior constraints K Ganchev, B Taskar, J Gama Advances in neural information processing systems 20, 2007 | 199 | 2007 |
Semantic role labeling with neural network factors N FitzGerald, O Täckström, K Ganchev, D Das Proceedings of the 2015 Conference on Empirical Methods in Natural Language …, 2015 | 171 | 2015 |
Dependency grammar induction via bitext projection constraints K Ganchev, J Gillenwater, B Taskar Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL …, 2009 | 154 | 2009 |
Automatic code assignment to medical text K Crammer, M Dredze, K Ganchev, P Talukdar, S Carroll Biological, translational, and clinical language processing, 129-136, 2007 | 148 | 2007 |
Context-dependent fine-grained entity type tagging D Gillick, N Lazic, K Ganchev, J Kirchner, D Huynh arXiv preprint arXiv:1412.1820, 2014 | 145 | 2014 |
Semantic frame identification with distributed word representations KM Hermann, D Das, J Weston, K Ganchev Proceedings of the 52nd Annual Meeting of the Association for Computational …, 2014 | 140 | 2014 |
Efficient inference and structured learning for semantic role labeling O Täckström, K Ganchev, D Das Transactions of the Association for Computational Linguistics 3, 29-41, 2015 | 112 | 2015 |
State-of-the-art Chinese word segmentation with Bi-LSTMs J Ma, K Ganchev, D Weiss arXiv preprint arXiv:1808.06511, 2018 | 106 | 2018 |
Nswap: A network swapping module for linux clusters T Newhall, S Finney, K Ganchev, M Spiegel Euro-Par 2003 Parallel Processing: 9th International Euro-Par Conference …, 2003 | 100 | 2003 |
Small statistical models by random feature mixing K Ganchev, M Dredze Proceedings of the ACL-08: HLT Workshop on Mobile Language Processing, 19-20, 2008 | 89 | 2008 |
Censored exploration and the dark pool problem K Ganchev, Y Nevmyvaka, M Kearns, JW Vaughan Communications of the ACM 53 (5), 99-107, 2010 | 88 | 2010 |
Attributed question answering: Evaluation and modeling for attributed large language models B Bohnet, VQ Tran, P Verga, R Aharoni, D Andor, LB Soares, M Ciaramita, ... arXiv preprint arXiv:2212.08037, 2022 | 83 | 2022 |
Posterior vs. parameter sparsity in latent variable models J Graça, K Ganchev, B Taskar, F Pereira NIPS’09, 2009 | 83* | 2009 |
Better alignments= better translations? K Ganchev, J Graca, B Taskar Proceedings of ACL-08: HLT, 986-993, 2008 | 76 | 2008 |
Frustratingly hard domain adaptation for dependency parsing M Dredze, J Blitzer, P Talukdar, K Ganchev, J Graca, F Pereira Proceedings of the 2007 Joint Conference on Empirical Methods in Natural …, 2007 | 76 | 2007 |
Multi-view learning over structured and non-identical outputs K Ganchev, J Graca, J Blitzer, B Taskar arXiv preprint arXiv:1206.3256, 2012 | 70 | 2012 |