A unified architecture for natural language processing

Gradient-based learning applied to document recognition

1998 • 49,688 citations

Transductive Inference for Text Classification using Support Vector Machines

1999 • 2,714 citations

Phoneme recognition using time-delay neural networks

1989 • 2,556 citations

The Proposition Bank: An Annotated Corpus of Semantic Roles

2005 • 2,334 citations

A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data

2005 • 1,414 citations

Multitask learning

1998 • 1,180 citations

Probabilistic Interpretation of Feedforward Classification Network Outputs, with Relationships to Statistical Pattern Recognition

1990 • 1,143 citations

A Neural Probabilistic Language Model

2000 • 984 citations

Dynamic conditional random fields

2004 • 743 citations

Effective self-training for parsing

2006 • 636 citations

Shallow Semantic Parsing using Support Vector Machines.

2004 • 371 citations

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

2007 • 300 citations

The necessity of parsing for predicate argument recognition

2001 • 221 citations

A novel use of statistical parsing to extract information from text

2000 • 203 citations

Semi-Supervised Learning (Adaptive Computation and Machine Learning)

2006 • 196 citations

Transductive learning for statistical machine translation

2007 • 119 citations

Connectionist language modeling for large vocabulary continuous speech recognition

2002 • 117 citations

Fast Semantic Extraction Using a Novel Neural Network Architecture

2007 • 63 citations

Joint parsing and semantic role labeling

2005 • 58 citations

Composition of conditional random fields for transfer learning

2005 • 54 citations

A discriminative language model with pseudo-negative samples

2007 • 49 citations

Using Corpus Statistics on Entities to Improve Semi-supervised Relation Extraction from the Web

2007 • 46 citations

Robust Parsing of the Proposition Bank

2006 • 4 citations

Deleted Work

1955 • 0 citations