WebFLiText: A Faster and Lighter Semi-Supervised Text Classification with Convolution Networks Chen Liu, Mengchao Zhang, Zhibin Fu, Pan Hou, Yu Li Beijing Value Simplex … WebJan 1, 2024 · Computer Science and Engineering Text Classification FLiText: A Faster and Lighter Semi-Supervised Text Classification with Convolution Networks Conference: Proceedings of the 2024 Conference on...
FLiText: A Faster and Lighter Semi-Supervised Text
WebCompared with existing SOTA SSL methods on TextCNN, FLiText improves the accuracy of lightweight model TextCNN from 51.00% to 90.49% on IMDb, 39.8% to 58.06% on Yelp-5, and from 55.3% to 65.08% on Yahoo! Answer. In addition, compared with the fully supervised method on the full dataset, FLiText just uses less than 1% of labeled data to … WebJan 1, 2024 · FLiText: A Faster and Lighter Semi-Supervised Text Classification with Convolution Networks. Conference: Proceedings of the 2024 Conference on Empirical … chinese food near cleveland
FLiText: A Faster and Lighter Semi-Supervised Text Classification with
WebSep 12, 2024 · In this work, we develop a new SSL framework called FLiText, which stands for Faster and Lighter semi-supervised Text classification. FLiText introduces an inspirer network together with the... Webvaluesimplex/flitext • • EMNLP 2024 In natural language processing (NLP), state-of-the-art (SOTA) semi-supervised learning (SSL) frameworks have shown great performance on … WebNov 13, 2024 · To understand GitHub, you must first have an understanding of Git. Git is an open-source version control system that was started by Linus Torvalds—the same person who created Linux. Git is similar to other version control systems— Subversion, CVS, and Mercurial to name a few. So, Git is a version control system, but what does that mean? grandma headshot