| Conditional random fields: Probabilistic models for segmenting and labeling sequence data J Lafferty, A McCallum, F Pereira Icml 1 (2), 3, 2001 | 19238 | 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 | 5843* | 2003 |
| Advances in neural information processing systems H Lyu, N Sha, S Qin, M Yan, Y Xie, R Wang Advances in neural information processing systems 32, 2019 | 4462* | 2019 |
| Dynamic topic models DM Blei, JD Lafferty Proceedings of the 23rd international conference on Machine learning, 113-120, 2006 | 3954 | 2006 |
| 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 | 2922 | 1990 |
| Clustering with Bregman divergences. A Banerjee, S Merugu, IS Dhillon, J Ghosh, J Lafferty Journal of machine learning research 6 (10), 2005 | 2241 | 2005 |
| A correlated topic model of Science DM Blei, JD Lafferty | 2234 | 2007 |
| 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 | 2024 | 2017 |
| 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 | 1723 | 1997 |
| Diffusion kernels on graphs and other discrete structures RI Kondor, J Lafferty Proceedings of the 19th international conference on machine learning 2002 …, 2002 | 1717 | 2002 |
| Topic Models DM Blei Text mining/Chapman and Hall/CRC, 2009 | 1692 | 2009 |
| 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 | 1614 | 2004 |
| 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 | 1434 | 1999 |
| Correlated topic models D Blei, J Lafferty Advances in neural information processing systems 18, 147, 2006 | 1429 | 2006 |
| High-dimensional Ising model selection using ℓ1-regularized logistic regression P Ravikumar, MJ Wainwright, JD Lafferty | 1213 | 2010 |
| 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 | 1132 | 2001 |
| Statistical models for text segmentation D Beeferman, A Berger, J Lafferty Machine learning 34, 177-210, 1999 | 1033 | 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 | 964 | 2001 |
| Information retrieval as statistical translation A Berger, J Lafferty ACM SIGIR Forum 51 (2), 219-226, 2017 | 949 | 2017 |
| The nonparanormal: semiparametric estimation of high dimensional undirected graphs. H Liu, J Lafferty, L Wasserman Journal of Machine Learning Research 10 (10), 2009 | 906 | 2009 |