| Conditional random fields: Probabilistic models for segmenting and labeling sequence data J Lafferty, A McCallum, FCN Pereira | 16599 | 2001 |
| Semi-supervised learning using gaussian fields and harmonic functions X Zhu, Z Ghahramani, JD Lafferty Proceedings of the 20th International conference on Machine learning (ICML …, 2003 | 5053* | 2003 |
| Topic models DM Blei, JD Lafferty Text mining, 101-124, 2009 | 4200 | 2009 |
| A statistical approach to machine translation PF Brown, J Cocke, SA Della Pietra, VJ Della Pietra, F Jelinek, J Lafferty, ... Computational linguistics 16 (2), 79-85, 1990 | 2554 | 1990 |
| Clustering with Bregman divergences. A Banerjee, S Merugu, IS Dhillon, J Ghosh, J Lafferty Journal of machine learning research 6 (10), 2005 | 1921 | 2005 |
| A study of smoothing methods for language models applied to ad hoc information retrieval C Zhai, J Lafferty ACM SIGIR Forum 51 (2), 268-276, 2017 | 1899 | 2017 |
| A correlated topic model of science DM Blei, JD Lafferty The annals of applied statistics 1 (1), 17-35, 2007 | 1704 | 2007 |
| Inducing features of random fields S Della Pietra, V Della Pietra, J Lafferty IEEE transactions on pattern analysis and machine intelligence 19 (4), 380-393, 1997 | 1638 | 1997 |
| A study of smoothing methods for language models applied to information retrieval C Zhai, J Lafferty ACM Transactions on Information Systems (TOIS) 22 (2), 179-214, 2004 | 1546 | 2004 |
| Diffusion kernels on graphs and other discrete structures RI Kondor, J Lafferty Proceedings of the 19th international conference on machine learning 2002 …, 2002 | 1482 | 2002 |
| Using maximum entropy for text classification K Nigam, J Lafferty, A McCallum IJCAI-99 workshop on machine learning for information filtering 1 (1), 61-67, 1999 | 1338 | 1999 |
| Correlated topic models D Blei, J Lafferty Advances in neural information processing systems 18, 147, 2006 | 1146 | 2006 |
| Document language models, query models, and risk minimization for information retrieval J Lafferty, C Zhai Proceedings of the 24th annual international ACM SIGIR conference on …, 2001 | 1079 | 2001 |
| High-dimensional Ising model selection using ℓ1-regularized logistic regression P Ravikumar, MJ Wainwright, JD Lafferty The Annals of Statistics 38 (3), 1287-1319, 2010 | 1028 | 2010 |
| Statistical models for text segmentation D Beeferman, A Berger, J Lafferty Machine learning 34 (1), 177-210, 1999 | 908 | 1999 |
| Model-based feedback in the language modeling approach to information retrieval C Zhai, J Lafferty Proceedings of the tenth international conference on Information and …, 2001 | 900 | 2001 |
| Information retrieval as statistical translation A Berger, J Lafferty ACM SIGIR Forum 51 (2), 219-226, 2017 | 882 | 2017 |
| Beyond independent relevance: methods and evaluation metrics for subtopic retrieval CX Zhai, WW Cohen, J Lafferty Acm sigir forum 49 (1), 2-9, 2015 | 725 | 2015 |
| Expectation-propogation for the generative aspect model TP Minka, J Lafferty arXiv preprint arXiv:1301.0588, 2012 | 680 | 2012 |
| The nonparanormal: Semiparametric estimation of high dimensional undirected graphs. H Liu, J Lafferty, L Wasserman Journal of Machine Learning Research 10 (10), 2009 | 680 | 2009 |
