Scaling to very very large corpora for natural language disambiguation

Untitled

1996 • 16,093 citations

Unsupervised word sense disambiguation rivaling supervised methods

1995 • 2,433 citations

A sequential algorithm for training text classifiers

1994 • 1,868 citations

Untitled

1986 • 961 citations

A method for disambiguating word senses in a large corpus

1992 • 554 citations

Tagging English text with a probabilistic model

1994 • 505 citations

Committee-Based Sampling For Training Probabilistic Classifiers

1995 • 502 citations

Decision lists for lexical ambiguity resolution

1994 • 379 citations

Learning to classify text from labeled and unlabeled documents

1998 • 340 citations

Untitled

1999 • 286 citations

Tree-bank Grammars

1996 • 277 citations

The Role of Unlabeled Data in Supervised Learning

2004 • 154 citations

A simple approach to building ensembles of Naive Bayesian classifiers for word sense disambiguation

2000 • 135 citations

Automatic Rule Acquisition for Spelling Correction

1997 • 129 citations

Combining Trigram-based and feature-based methods for context-sensitive spelling correction

1996 • 128 citations

Classifier combination for improved lexical disambiguation

1998 • 127 citations

Exploiting Diversity in Natural Language Processing: Combining Parsers

1999 • 108 citations

Improving data driven wordclass tagging by system combination

1998 • 105 citations

Mitigating the paucity-of-data problem

2001 • 91 citations

A Bayesian hybrid method for context-sensitive spelling correction

1996 • 68 citations

Decision Lists for Lexical Ambiguity Resolution: Application to Accent Restoration in Spanish and French

1994 • 67 citations

Contextual spelling correction using latent semantic analysis

1997 • 65 citations

A Bayesian Hybrid Method for Context-sensitive Spelling Correction.

1996 • 64 citations

Classifier combination for improved lexical disambiguation

1998 • 46 citations

A Winnow-Based Approach to Context-Sensitive Spelling Correction

1998 • 44 citations

A Simple Approach to Building Ensembles of Naive Bayesian Classifiers for Word Sense Disambiguation

2000 • 38 citations

Efficient lattice representation and generation

1998 • 32 citations

Exploiting Diversity in Natural Language Processing: Combining Parsers

2000 • 31 citations

Learning and Application of Differential Grammars

1997 • 17 citations

Mitigating the Paucity of Data Problem

2001 • 12 citations