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Investigating the Effects of Selective Sampling on the Annotation Task
Ben Hachey
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Beatrice Alex
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Markus Becker
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Paper Details:
Month: June
Year: 2005
Location: Ann Arbor, Michigan
Venue:
CoNLL |
WS |
SIG: SIGNLL
Citations
URL
A Comparison of Models for Cost-Sensitive Active Learning
Katrin Tomanek
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Udo Hahn
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An Approach to Text Corpus Construction which Cuts Annotation Costs and Maintains Reusability of Annotated Data
Katrin Tomanek
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Joachim Wermter
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Udo Hahn
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How well does active learning actually work? Time-based evaluation of cost-reduction strategies for language documentation.
Jason Baldridge
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Alexis Palmer
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Active Learning with Amazon Mechanical Turk
Florian Laws
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Christian Scheible
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Hinrich Schütze
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Named Entity Recognition for Digitised Historical Texts
Claire Grover
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Sharon Givon
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Richard Tobin
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Julian Ball
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Multi-Task Active Learning for Linguistic Annotations
Roi Reichart
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Katrin Tomanek
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Udo Hahn
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Ari Rappoport
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Bucking the Trend: Large-Scale Cost-Focused Active Learning for Statistical Machine Translation
Michael Bloodgood
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Chris Callison-Burch
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A Cognitive Cost Model of Annotations Based on Eye-Tracking Data
Katrin Tomanek
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Udo Hahn
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Steffen Lohmann
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Jürgen Ziegler
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In-tool Learning for Selective Manual Annotation in Large Corpora
Erik-Lân Do Dinh
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Richard Eckart de Castilho
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Iryna Gurevych
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An Empirical Approach to the Interpretation of Superlatives
Johan Bos
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Malvina Nissim
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Tools to Address the Interdependence between Tokenisation and Standoff Annotation
Claire Grover
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Michael Matthews
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Richard Tobin
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Efficient Annotation with the Jena ANnotation Environment (JANE)
Katrin Tomanek
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Joachim Wermter
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Udo Hahn
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On Proper Unit Selection in Active Learning: Co-Selection Effects for Named Entity Recognition
Katrin Tomanek
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Florian Laws
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Udo Hahn
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Hinrich Schütze
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Evaluating Automation Strategies in Language Documentation
Alexis Palmer
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Taesun Moon
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Jason Baldridge
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Analysis of Stopping Active Learning based on Stabilizing Predictions
Michael Bloodgood
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John Grothendieck
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http://adsabs.harvard.edu/preprint_
Field Of Study
Task
Tagging
Chunking
Named Entity Recognition
Biomedical
Language
English
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