A SHAP-based Active Learning Approach for Creating High-Quality Training Data-Reference-Cited by-同舟云学术

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A SHAP-based Active Learning Approach for Creating High-Quality Training Data

Published:2022-12-17 Issue: Volume: Page:
ISSN:
Container-title:2022 IEEE International Conference on Big Data (Big Data)
language:
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Author:

Kara Nailcan¹,Levent Gume Yagiz²,Tigrak Umit³,Ezeroglu Gokce¹,Mola Serdar¹,Burak Akgun Omer¹,Ozgur Arzucan⁴

Affiliation:

1. Analytics Center of Excellence Fibabanka,İzmir,Turkey

2. R&D Center Fibabanka,İstanbul,Turkey

3. Analytics Center of Excellence Fibabanka,İstanbul,Turkey

4. Boğaziçi University,Department of Computer Engineering,İstanbul,Turkey

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10020192/10020156/10020327.pdf?arnumber=10020327

Reference25 articles.

1. Query by committee

2. A review of customer satisfaction towards service quality of banking sector

3. Interactive information extraction with constrained conditional random fields;kristjansson;AAAI,2004

4. Active learning for natural language parsing and information extraction;thompson;ICML,1999

5. Bert meets shapley: Extending shap explanations to transformer-based classifiers;kokalj;Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation,2021

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