| Machine Reading Tea Leaves: Automatically Evaluating Topic Coherence and Topic Model Quality. | 72 | 2.57 | 2014 |
| On collocations and topic models | 24 | 0.95 | 2013 |
| Text-based measures of document diversity | 19 | 1.16 | 2013 |
| Learning topics and related passages in books | 1 | 0.43 | 2012 |
| Understanding Errors in Approximate Distributed Latent Dirichlet Allocation | 2 | 0.40 | 2012 |
| TopicNets: Visual Analysis of Large Text Corpora with Topic Modeling | 56 | 2.29 | 2012 |
| Word sense induction for novel sense detection | 56 | 2.19 | 2012 |
| Bayesian Text Segmentation for Index Term Identification and Keyphrase Extraction. | 17 | 0.71 | 2012 |
| Are learned topics more useful than subject headings | 6 | 0.44 | 2011 |
| A New Way to Find: Testing the Use of Clustering Topics in Digital Libraries. | 2 | 0.46 | 2011 |
| Automatic Labelling of Topic Models | 58 | 2.12 | 2011 |
| Evaluating topic models for digital libraries | 42 | 1.91 | 2010 |
| Visualizing search results and document collections using topic maps | 6 | 0.48 | 2010 |
| Automatic Evaluation of Topic Coherence | 203 | 7.42 | 2010 |
| Best topic word selection for topic labelling | 11 | 0.75 | 2010 |
| Using Topic Models to Interpret MEDLINE's Medical Subject Headings | 10 | 0.58 | 2009 |
| Distributed Algorithms for Topic Models | 171 | 7.60 | 2009 |
| The NIH Visual Browser: An Interactive Visualization of Biomedical Research | 8 | 0.64 | 2009 |
| Fast collapsed gibbs sampling for latent dirichlet allocation | 214 | 13.13 | 2008 |
| Subject metadata enrichment using statistical topic models | 21 | 1.90 | 2007 |
| Distributed Inference for Latent Dirichlet Allocation | 67 | 8.09 | 2007 |
| Enhancing Search and Browse Using Automated Clustering of Subject Metadata | 8 | 0.69 | 2007 |
| Analyzing entities and topics in news articles using statistical topic models | 19 | 1.25 | 2006 |
| A Collapsed Variational Bayesian Inference Algorithm for Latent Dirichlet Allocation | 171 | 12.09 | 2006 |
| Statistical entity-topic models | 55 | 3.48 | 2006 |
