96 research outputs found

    6 - supporting information Inorg. Chem. 2024, 63, 6161-6172

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    Heptanuclear Mixed-Valence Co4IIICo3II Molecular Wheel A Molecular Analogue of Layered Double Hydroxides with Single-Molecule Magnet Behavior and Electrocatalytic Activity for Hydrogen Evolution Reactions Biplab Biswas,# Anjila I. Siddiqui,# Mithun Chandra Majee, Swadhin Kumar Saha, Biswajit Mondal,* Rajat Saha,* and Carlos J. Gómez GarcíaMCIN/AEIGeneralitat Valencian

    PEMBANGUNAN INFRASTRUKTUR MARITIM UNTUK MENDUKUNG PROGRAM TOL LAUT DALAM MEWUJUDKAN POROS MARITIM DUNIA (PMD). AUTHOR: Mithun Sinaga, D. A. Mamahit, Yusnaldi Yusnaldi

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    PEMBANGUNAN INFRASTRUKTUR MARITIM UNTUK MENDUKUNG PROGRAM TOL LAUT DALAM MEWUJUDKAN POROS MARITIM DUNIA (PMD) Mithun Sinaga, D. A. Mamahit, Yusnaldi Yusnald

    HateCheckHIn: Evaluating Hindi Hate Speech Detection Models

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    Due to the sheer volume of online hate, the AI and NLP communities have started building models to detect such hateful content. Recently, multilingual hate is a major emerging challenge for automated detection where code-mixing or more than one language have been used for conversation in social media. Typically, hate speech detection models are evaluated by measuring their performance on the held-out test data using metrics such as accuracy and F1-score. While these metrics are useful, it becomes difficult to identify using them where the model is failing, and how to resolve it. To enable more targeted diagnostic insights of such multilingual hate speech models, we introduce a set of functionalities for the purpose of evaluation. We have been inspired to design this kind of functionalities based on real-world conversation on social media. Considering Hindi as a base language, we craft test cases for each functionality. We name our evaluation dataset HateCheckHIn. To illustrate the utility of these functionalities , we test state-of-the-art transformer based m-BERT model and the Perspective API.Comment: Accepted at: 13th Edition of its Language Resources and Evaluation Conference. arXiv admin note: text overlap with arXiv:2012.15606 by other author

    Universals of Word Formation Processes: Noun Incorporation in the Acquisition of Samoan as a Second Language

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    This study examines the influence of a proposed implicational hierarchy (Mithun, 1984) and constraints of Universal Grammar (Baker, 1988) on the acquisition of noun incorporation processes by 29 adult learners of Samoan, compared to the performance of a control group of 11 native Samoan speakers. The methodology involved reaction time, grammaticality judgment and response certainty measures of the processing difficulty and acceptability of examples of noun incorporation for English speaking learners of Samoan, with the latter measure giving the clearest support for two hypothesized orders of difficulty

    Bilayer Tablet: Novel Technology Use in Extended Release Drug Delivery System

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    Bilayer tablet is a successful technology of controlled release formulation or extended release formulation to provide successful drug delivery. The name of this development is clear that the tablets have been consisting of two layers, these are immediate release layer (IR) and another is extended release layer (ER). In this era it is very useful in many developing countries as a combination therapy for various disease treatment purposes. Bilayer tablet are needs to separate incompatible active pharmaceutical ingredients (API) by physical separation. In this formulation IR and ER both layers are present and it form extended release layer (ER). This types of formulations helps to maintain plasma level concentration in the body. So, it is a very useful and successful technology in novel drug delivery system. Keywords: Bilayer tablet, extended drug release, Tablet press
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