Trade-offs in Sampling and Search for Early-stage Interactive Text Classification-Reference-Cited by-同舟云学术

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Trade-offs in Sampling and Search for Early-stage Interactive Text Classification

Published:2022-03-22 Issue: Volume: Page:
ISSN:
Container-title:27th International Conference on Intelligent User Interfaces
language:
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Author:

Levonian Zachary¹,Lee Chia-Jung²,Murdock Vanessa²,Harper F. Maxwell²

Affiliation:

1. GroupLens, University of Minnesota, United States

2. Amazon, United States

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3490099.3511134

Reference73 articles.

1. Overview based example selection in end user interactive concept learning

2. Saleema Amershi , James Fogarty , Ashish Kapoor , and Desney Tan . 2011 . Effective End-User Interaction with Machine Learning. In Twenty-Fifth AAAI Conference on Artificial Intelligence. https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/view/3736 Saleema Amershi, James Fogarty, Ashish Kapoor, and Desney Tan. 2011. Effective End-User Interaction with Machine Learning. In Twenty-Fifth AAAI Conference on Artificial Intelligence. https://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/view/3736

3. Improvements that don't add up

4. Why label when you can search?

5. Inactive learning?

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