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

Data up to Jan 2025

Published2005
Citations1,414
References27

Total Citations Per Year

Abstract

References (27)

Statistical Learning Theory

1999 • 27,709 citations

The Elements of Statistical Learning

2001 • 24,302 citations

Untitled

1997 • 5,539 citations

Combining labeled and unlabeled data with co-training

1998 • 5,524 citations

Weak Convergence and Empirical Processes

1996 • 4,740 citations

Learning with Local and Global Consistency

2003 • 3,822 citations

Semi-supervised learning using Gaussian fields and harmonic functions

2003 • 3,341 citations

Untitled

2000 • 2,763 citations

Transductive Inference for Text Classification using Support Vector Machines

1999 • 2,714 citations

Unsupervised word sense disambiguation rivaling supervised methods

1995 • 2,433 citations

On the method of bounded differences

1989 • 1,506 citations

Regularized multi--task learning

2004 • 1,483 citations

Probability in Banach Spaces

1976 • 1,441 citations

Solving large scale linear prediction problems using stochastic gradient descent algorithms

2004 • 1,125 citations

A Model of Inductive Bias Learning

2000 • 831 citations

Semi-Supervised Learning on Riemannian Manifolds

2004 • 817 citations

Partially labeled classification with Markov random walks

2001 • 568 citations

Predicting Multivariate Responses in Multiple Linear Regression

1997 • 511 citations

Exploiting Task Relatedness for Multiple Task Learning

2003 • 451 citations

Named entity recognition through classifier combination

2003 • 407 citations

Named entity recognition with a maximum entropy approach

2003 • 228 citations

A high-performance semi-supervised learning method for text chunking

2005 • 221 citations

A probability analysis on the value of unlabeled data for classification problems

2000 • 207 citations

Named entity recognition with character-level models

2003 • 199 citations

Limitations of Co-Training for Natural Language Learning from Large Datasets

2001 • 167 citations

Kernels for Multi--task Learning

2004 • 136 citations

A robust risk minimization based named entity recognition system

2003 • 80 citations

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