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roberta based formality classification model  (Grammarly Inc)

 
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    Grammarly Inc roberta based formality classification model
    Roberta Based Formality Classification Model, supplied by Grammarly Inc, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/classification+model/based+classification+formality+model+roberta/pm42234942-328-6-13
    Average 86 stars, based on 1 article reviews
    roberta based formality classification model - by Bioz Stars, 2026-10
    86/100 stars

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    other:

    Article Title: Suicidal Ideation in Online Spaces Through the Lens of Interpersonal Theory of Suicide: Exploratory Study of Self-Disclosure, Peer Support, and AI Responses.
    Article Snippet: To assess formality, we leveraged a RoBERTa-based formality classification model [69,70] trained on Grammarly’s Yahoo Answers Formality Corpus [71], achieving a receiver operating characteristic–area under curve of 0.98 on benchmark datasets.



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    Confusion matrix plot (Baidu Wenxin ERNIE).

    Journal: Frontiers in Medicine

    Article Title: Research on predictive model for tracheal tube sizes in adult double-lumen endotracheal intubation based on radiomics and artificial intelligence

    doi: 10.3389/fmed.2025.1657138

    Figure Lengend Snippet: Confusion matrix plot (Baidu Wenxin ERNIE).

    Article Snippet: To conduct a more precise and comprehensive analysis of the predictive performance of the Baidu Wenxin ERNIE model across different classification scenarios, this study employed a multidimensional analytical approach.

    Techniques:

    Ranking of radiomics features (Baidu Wenxin ERNIE).

    Journal: Frontiers in Medicine

    Article Title: Research on predictive model for tracheal tube sizes in adult double-lumen endotracheal intubation based on radiomics and artificial intelligence

    doi: 10.3389/fmed.2025.1657138

    Figure Lengend Snippet: Ranking of radiomics features (Baidu Wenxin ERNIE).

    Article Snippet: To conduct a more precise and comprehensive analysis of the predictive performance of the Baidu Wenxin ERNIE model across different classification scenarios, this study employed a multidimensional analytical approach.

    Techniques: