Fernando Pereira

发表

Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data

Andrew McCallum, John Lafferty, Fernando Pereira, 2001, ICML.

Scalable Large-Margin Online Learning for Structured Classification

Ryan T. McDonald, K. Crammer, Fernando Pereira, 2005 .

Global Inference and Learning Algorithms for Multi-Lingual Dependency Parsing

Koby Crammer, Ryan McDonald, Ryan T. McDonald, 2008 .

Segmentation with Structured Multilabel Classification

Ryan T. McDonald, K. Crammer, Fernando Pereira, 2005 .

Machine Learning for Sequences and Structured Data : Tools for Non-Experts

A. McCallum, Fernando Pereira, John Pereira, 2004 .

Transductive Structured Classification through Constrained Min-Cuts

Fernando Pereira, K. Ganchev, 2007 .

LARGE MARGIN DISCRIMINATIVE LEARNING METHODS FOR ACOUSTIC MODELING

Kilian Q. Weinberger, L. Saul, S. Roweis, 2006 .

Discriminative fields for modeling spatial dependen-cies in natural images

Fernando Pereira, Andrew McCallum, John Lafferty, 2001, ICML 2001.

Posterior Sparsity in Dependency Grammar Induction

Ben Taskar, Kuzman Ganchev, Jennifer Gillenwater, 2011 .

Graph-based weakly-supervised methods for information extraction & integration

Fernando Pereira, Partha Pratim Talukdar, Fernando Pereira, 2010 .

Wikilinks: A Large-scale Cross-Document Coreference Corpus Labeled via Links to Wikipedia

Fernando Pereira, Andrew McCallum, Sameer Singh, 2012 .

Lightly-Supervised Attribute Extraction

Fernando Pereira, Mark Dredze, Andrew McCallum, 2007 .

Discriminative learning and spanning tree algorithms for dependency parsing

Fernando Pereira, Ryan McDonald, Ryan T. McDonald, 2006 .