WebMay 9, 2024 · GitHub leverages feature flags for all potentially risky changes, allowing them to quickly disable the change if needed. Feature flags, or feature toggles, are a technique by which new code is ... WebAs a result, FLiText obtains new SOTA performance for lightweight models across multiple SSL benchmarks on text classification. Compared 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! …
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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 … ctt73-21 sweet and warm remembrance table
"FLiText: A Faster and Lighter Semi-Supervised Text ... - DBLP
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... WebFLiText: a faster and lighter semi-supervised text classification with convolution networks. C Liu, M Zhang, Z Fu, P Hou, Y Li. arXiv preprint arXiv:2110.11869, 2024. 5: ... GitHub repository, 2024. 2024: Temperature insensitive Mach-Zehnder interferometer on silicon nitride waveguide platform. Y Li, J Li, L Tang, H Chen, S Yang, M Chen. WebJan 20, 2024 · Bibliographic details on FLiText: A Faster and Lighter Semi-Supervised Text Classification with Convolution Networks. We are hiring! Would you like to contribute to the development of the national research data infrastructure NFDI … easee charge pris