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John D. Lafferty, Andrew McCallum, Fernando C. N. Pereira : Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data. ICML 2001
Fernando C. N. Pereira, Naftali Tishby, Lillian Lee : Distributional Clustering of English Words. ACL 1993
Andrew McCallum, Dayne Freitag, Fernando C. N. Pereira : Maximum Entropy Markov Models for Information Extraction and Segmentation. ICML 2000
Fei Sha, Fernando C. N. Pereira : Shallow Parsing with Conditional Random Fields. HLT-NAACL (NAACL) 2003
Naftali Tishby, Fernando C. Pereira, William Bialek : The information bottleneck method CoRR physics/0004057(): (2000)
Fernando C. N. Pereira, Yves Schabes : Inside-Outside Reestimation from Partially Bracketed Corpora. ACL 1992
Ryan T. McDonald, Fernando Pereira, Kiril Ribarov, Jan Hajic : Non-Projective Dependency Parsing using Spanning Tree Algorithms. HLT/EMNLP (NAACL) 2005
Ryan T. McDonald, Koby Crammer, Fernando C. N. Pereira : Online Large-Margin Training of Dependency Parsers. ACL 2005
Stuart M. Shieber, Yves Schabes, Fernando C. N. Pereira : Principles and Implementation of Deductive Parsing. J. Log. Program. (JLP) 24(1&2):3-36 (1995)
Ryan T. McDonald, Fernando C. N. Pereira : Online Learning of Approximate Dependency Parsing Algorithms. EACL 2006
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