Sutton, Charles and McCallum, Andrew. An Introduction to Conditional Random Fields. Year 2010.

Bekkerman, Ron and El-Yaniv, Ran and McCallum, Andrew. Multi-way distributional clustering via pairwise interactions. ICML '05: Proceedings of the 22nd International Conference on Machine learning. 41--48, ACM, New York, NY, USA, Year 2005.

Bekkerman, Ron and El-Yaniv, Ran and McCallum, Andrew. Multi-way distributional clustering via pairwise interactions. ICML '05: Proceedings of the 22nd international conference on Machine learning. 41--48, ACM Press, New York, NY, USA, Year 2005.

Kristjansson, Trausti T. and Culotta, Aron and Viola, Paul A. and McCallum, Andrew. Interactive Information Extraction with Constrained Conditional Random Fields.. AAAI. editor(s) McGuinness, Deborah L. and Ferguson, George. 412--418, AAAI Press/The MIT Press, Year 2004.

Peng, Fuchun and McCallum, Andrew. Accurate Information Extraction from Research Papers using Conditional Random Fields. HLT-NAACL. 329-336, Year 2004.

Peng, Fuchun and McCallum, Andrew. Accurate Information Extraction from Research Papers using Conditional Random Fields. HLT-NAACL. 329--336, Year 2004.

McCallum, Andrew Kachites. MALLET: A Machine Learning for Language Toolkit. Year 2002.

Lafferty, John D. and McCallum, Andrew and Pereira, Fernando C. N.. Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data. Proceedings of the Eighteenth International Conference on Machine Learning. 282--289, Morgan Kaufmann Publishers Inc., San Francisco, CA, USA, Year 2001.

Baker, L. Douglas and McCallum, Andrew K.. Distributional clustering of words for text classification. Proceedings of SIGIR-98, 21st ACM International Conference on Research and Development in Information Retrieval. editor(s) Croft, W. Bruce and Moffat, Alistair and van Rijsbergen, Cornelis J. and Wilkinson, Ross and Zobel, Justin. 96--103, ACM Press, New York, US, Melbourne, AU, Year 1998.