Active Learning for Reducing Labeling Effort in Text Classification Tasks-Reference-Cited by-同舟云学术

Active Learning for Reducing Labeling Effort in Text Classification Tasks

Published:2022 Issue: Volume: Page:3-29
ISSN:1865-0929
Container-title:Communications in Computer and Information Science
language:
Short-container-title:

Author:

Jacobs Pieter Floris^ORCID,Maillette de Buy Wenniger Gideon^ORCID,Wiering Marco^ORCID,Schomaker Lambert^ORCID

Publisher

Springer International Publishing

Link

https://link.springer.com/content/pdf/10.1007/978-3-030-93842-0_1

Reference41 articles.

1. Ahmed, W., Natarajan, T., Rao, K.R.: Discrete cosine transform. IEEE Trans. Comput. 23(1), 90–93 (1974)

2. Lecture Notes in Computer Science;D Bouneffouf,2014

3. Cai, W., Zhang, Y., Zhou, J.: Maximizing expected model change for active learning in regression. In: Proceedings - IEEE International Conference on Data Mining, ICDM, pp. 51–60 (2013)

4. Devlin, J., Chang, M.W., Lee, K., Toutanova, K.: BERT: pre-training of deep bidirectional transformers for language understanding. In: North American Association for Computational Linguistics (NAACL), pp. 4171–4186 (2019)

5. Drost, F.: Uncertainty estimation in deep neural networks for image classification. Master’s thesis, University of Groningen (2020)

Cited by 11 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Active Learning for Biomedical Article Classification with Bag of Words and FastText Embeddings;Applied Sciences;2024-09-06

2. iSSL-AL: a deep active learning framework based on self-supervised learning for image classification;Neural Computing and Applications;2024-08-07

3. Stylistic classification of cuneiform signs using convolutional neural networks;it - Information Technology;2024-04-08

4. Revolutionizing Data Annotation with Convergence of Deep Learning and Active Learning to Enhance Credibility on Twitter Datasets;Lecture Notes in Networks and Systems;2024

5. A study of deep active learning methods to reduce labelling efforts in biomedical relation extraction;PLOS ONE;2023-12-15