Webvaluesimplex/flitext • • EMNLP 2024 In natural language processing (NLP), state-of-the-art (SOTA) semi-supervised learning (SSL) frameworks have shown great performance on deep pre-trained language models such as BERT, and are expected to significantly reduce the demand for manual labeling. 15 12 Sep 2024 Paper Code 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...
[2110.11869] FLiText: A Faster and Lighter Semi …
WebAbout writing and formatting on GitHub GitHub combines a syntax for formatting text called GitHub Flavored Markdown with a few unique writing features. Basic writing and formatting syntax Create sophisticated formatting for your prose and … WebJan 1, 2024 · FLiText: A Faster and Lighter Semi-Supervised Text Classification with Convolution Networks. Conference: Proceedings of the 2024 Conference on Empirical … iowa knoxville riverside church
Semi-Supervised Text Classification Papers With Code
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 … 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 … WebSep 12, 2024 · FLiText introduces an inspirer network together with the consistency regularization framework, which leverages a generalized regular constraint on the … openbet companies house