Toward an Architecture for Never-Ending Language Learning

Combining labeled and unlabeled data with co-training

1998 • 5,524 citations

Active Learning Literature Survey

2009 • 4,897 citations

Automatic acquisition of hyponyms from large text corpora

1992 • 3,351 citations

An Integrated Theory of the Mind.

2004 • 2,809 citations

Unsupervised word sense disambiguation rivaling supervised methods

1995 • 2,433 citations

SOAR: An architecture for general intelligence

1987 • 2,355 citations

The Hearsay-II Speech-Understanding System: Integrating Knowledge to Resolve Uncertainty

1980 • 1,328 citations

Multitask learning

1998 • 1,180 citations

Unsupervised Models for Named Entity Classification

1999 • 826 citations

Learning dictionaries for information extraction by multi-level bootstrapping

1999 • 707 citations

FOIL: A midterm report

1993 • 521 citations

Lifelong robot learning

1995 • 491 citations

Coupled semi-supervised learning for information extraction

2010 • 434 citations

Eurisko: A program that learns new heuristics and domain concepts

1983 • 268 citations

PRODIGY

1991 • 231 citations

Guiding Semi-Supervision with Constraint-Driven Learning

2007 • 198 citations

Active learning by labeling features

2009 • 162 citations

Counter-training in discovery of semantic patterns

2003 • 133 citations

Methods for domain-independent information extraction from the web: an experimental comparison

2004 • 112 citations

Lifelong Robot Learning

1995 • 102 citations

Names and similarities on the web

2006 • 86 citations

A Mutually Beneficial Integration of Data Mining and Information Extraction

2000 • 85 citations

Entity extraction via ensemble semantics

2009 • 82 citations

Heterogeneous multitask learning with joint sparsity constraints

2009 • 79 citations

Strategies for lifelong knowledge extraction from the web

2007 • 79 citations

The Hearsay-II Speech-Understanding System: Integrating Knowledge to Resolve Uncertainty

1981 • 69 citations

A design for the ICARUS architecture

1991 • 64 citations

Character-level analysis of semi-structured documents for set expansion

2009 • 41 citations

Prodigy: An Integrated Architecture for Planning and Learning

2014 • 36 citations

Theo: A Framework for Self-Improving Systems

2014 • 20 citations