Mohamed Afify

On-Device Emoji Classifier Trained with GPT-based Data Augmentation for a Mobile Keyboard

2024 · arXiv (Cornell University)

Emojis improve communication quality among smart-phone users that use mobile keyboards to exchange text. To predict emojis for users based on input text, we should consider the on-device low memory and time constraints, ensure that …

How Good Are GPT Models at Machine Translation? A Comprehensive Evaluation

2023 · arXiv (Cornell University)

Generative Pre-trained Transformer (GPT) models have shown remarkable capabilities for natural language generation, but their performance for machine translation has not been thoroughly investigated. In this paper, we present a comprehensive evaluation of GPT models …