Since artificial neural networks allow modeling of nonlinear processes, they have turned into a very popular and useful tool for solving many problems such as classification, clustering, regression…
T. Völker, J. Pfister, T. Koopmann, and A. Hotho. Proceedings of the 2024 Conference on Human Information Interaction and Retrieval, page 386–390. New York, NY, USA, Association for Computing Machinery, (2024)
H. Chang, Z. Yao, A. Gon, H. Yu, and A. McCallum. Findings of the Association for Computational Linguistics: ACL 2023, page 12707--12730. Toronto, Canada, Association for Computational Linguistics, (July 2023)
H. Chang, and A. McCallum. Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), page 8048--8073. Dublin, Ireland, Association for Computational Linguistics, (May 2022)
K. Xu, W. Hu, J. Leskovec, and S. Jegelka. 7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6-9, 2019, OpenReview.net, (2019)
T. Koopmann, A. Dallmann, L. Hettinger, T. Niebler, and A. Hotho. Proceedings of the 30th ACM Conference on Hypertext and Social Media,
HT 2019, Hof, Germany, September 17-20, 2019, page 143--152. ACM, (2019)
X. Wang, and M. Zhang. International Conference on Machine Learning, ICML 2022, 17-23 July
2022, Baltimore, Maryland, USA, volume 162 of Proceedings of Machine Learning Research, page 23341--23362. PMLR, (2022)
Z. Zhang, X. Han, Z. Liu, X. Jiang, M. Sun, and Q. Liu. Proceedings of the 57th Conference of the Association for Computational
Linguistics, ACL 2019, Florence, Italy, July 28- August 2, 2019,
Volume 1: Long Papers, page 1441--1451. Association for Computational Linguistics, (2019)
Q. Le, and T. Mikolov. Proceedings of the 31th International Conference on Machine Learning,
ICML 2014, Beijing, China, 21-26 June 2014, volume 32 of JMLR Workshop and Conference Proceedings, page 1188--1196. JMLR.org, (2014)
M. Ou, P. Cui, J. Pei, Z. Zhang, and W. Zhu. Proceedings of the 22nd ACM SIGKDD International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016, page 1105--1114. ACM, (2016)
I. Beltagy, K. Lo, and A. Cohan. Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, EMNLP-IJCNLP 2019, Hong Kong, China,
November 3-7, 2019, page 3613--3618. Association for Computational Linguistics, (2019)