Researcher profile

Muhammad Usman Ashraf

2 papers in the PaperMetrix corpus

Publications

Papers by this author

A Comparative Study of Big Data Tools and Deployment PIatforms

2020

Big data now a days this term becomes not unusual in it industries. As there is a massive quantity of records lies in the industry however there is nothing before massive records comes into image. …
Low-resource MobileBERT for emotion recognition in imbalanced text datasets mitigating challenges with limited resources

2025 · PLoS ONE

Modern dialogue systems rely on emotion recognition in conversation (ERC) as a core element enabling empathetic and human-like interactions. However, the weak correlation between emotions and semantics poses significant challenges to emotion recognition in dialogue. …