| 2014 | Interspeech | One billion word benchmark for measuring progress in statistical language modeling. | Ciprian Chelba, Toms Mikolov, Mike Schuster, Qi Ge, Thorsten Brants, Phillipp Koehn, Tony Robinson |
| 2010 | Interspeech | Study on interaction between entropy pruning and kneser-ney smoothing. | Ciprian Chelba, Thorsten Brants, Will Neveitt, Peng Xu |
| 2009 | NAACL | Distributed Language Models. | Thorsten Brants, Peng Xu |
| 2008 | ACL | Randomized Language Models via Perfect Hash Functions. | David Talbot, Thorsten Brants |
| 2008 | ACL | Distributed Word Clustering for Large Scale Class-Based Language Modeling in Machine Translation. | Jakob Uszkoreit, Thorsten Brants |
| 2007 | EMNLP | Large Language Models in Machine Translation. | Thorsten Brants, Ashok C. Popat, Peng Xu, Franz Josef Och, Jeffrey Dean |
| 2006 | CoNLL | A Context Pattern Induction Method for Named Entity Extraction. | Partha Pratim Talukdar, Thorsten Brants, Mark Y. Liberman, Fernando C. N. Pereira |
| 2004 | NAACL | Multiple Similarity Measures and Source-Pair Information in Story Link Detection. | Francine Chen, Ayman Farahat, Thorsten Brants |
| 2003 | ACL | Optimizing Story Link Detection is not Equivalent to Optimizing New Event Detection. | Ayman Farahat, Francine Chen, Thorsten Brants |
| 2003 | NAACL | Story Link Detection and New Event Detection are Asymmetric. | Francine Chen, Ayman Farahat, Thorsten Brants |
| 2003 | SIGIR | A System for new event detection. | Thorsten Brants, Francine Chen |
| 2002 | CIKM | Topic-based document segmentation with probabilistic latent semantic analysis. | Thorsten Brants, Francine Chen, Ioannis Tsochantaridis |
| 2002 | COLING | The LinGO Redwoods Treebank: Motivation and Preliminary Applications. | Stephan Oepen, Kristina Toutanova, Stuart M. Shieber, Christopher D. Manning, Dan Flickinger, Thorsten Brants |
| 2000 | COLING | Probabilistic Parsing and Psychological Plausibility. | Thorsten Brants, Matthew W. Crocker |
| 2000 | LREC | Inter-annotator Agreement for a German Newspaper Corpus. | Thorsten Brants |
| 2000 | LREC | Interactive Corpus Annotation. | Thorsten Brants, Oliver Plaehn |
| 1999 | EACL | Cascaded Markov Models. | Thorsten Brants |
| 1998 | CoNLL | Automation of Treebank Annotation. | Thorsten Brants, Wojciech Skut |
| 1998 | LREC | A lingnistically interpreted corpus of German newspaper text. | Wojciech Skut, Thorsten Brants, Brigitte Krenn, Hans Uszkoreit |
| 1997 | EMNLP | Tagging Grammatical Functions. | Thorsten Brants, Wojciech Skut, Brigitte Krenn |
| 1997 | Interspeech | Internal and external tagsets in part-of-speech tagging. | Thorsten Brants |
| 1996 | EMNLP | Better Language Models with Model Merging. | Thorsten Brants |
| 1996 | Interspeech | Estimating Markov model structures. | Thorsten Brants |
| 1995 | ACL | Tagset Reduction without Information Loss. | Thorsten Brants |