Learning with rationales for document classification

DOI10.1007/S10994-017-5671-3zbMath1458.68180OpenAlexW2778784950MaRDI QIDQ1640571

Manali Sharma, Mustafa Bilgic

Publication date: 14 June 2018

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10994-017-5671-3

zbMATH Keywords

active learningdocument classificationlearning with rationales

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• Scikit
• IMDB

Cites Work

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• End-user feature labeling: supervised and semi-supervised approaches based on locally-weighted logistic regression
• Knowledge-based artificial neural networks
• 10.1162/153244302760185243
• Active Learning
• Locally Weighted Regression: An Approach to Regression Analysis by Local Fitting

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