An intrinsic stopping criterion for committee-based active learning

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2001 • 12,824 citations

Data Mining

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A maximum entropy approach to natural language processing

1996 • 3,198 citations

Introduction to the CoNLL-2003 shared task

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A sequential algorithm for training text classifiers

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Introduction to the CoNLL-2002 Shared Task: Language-Independent Named Entity Recognition

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Text Chunking Using Transformation-Based Learning

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A Sequential Algorithm for Training Text Classifiers

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Less is More: Active Learning with Support Vector Machines

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Untitled

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Linguistic Data Consortium

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Text Chunking using Transformation-Based Learning

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A non-projective dependency parser

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Active Learning for Word Sense Disambiguation with Methods for Addressing the Class Imbalance Problem

2007 • 158 citations

A stopping criterion for active learning

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Multi-criteria-based strategy to stop active learning for data annotation

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Learning a Stopping Criterion for Active Learning for Word Sense Disambiguation and Text Classification

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Bootstrapping Named Entity Annotation by Means of Active Machine Learning: A Method for Creating Corpora

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A two-stage method for active learning of statistical grammars

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Approximating Learning Curves for Active-Learning-Driven Annotation

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