2 papers
cs.CL2025
Dynamic Jointly Batch Selection for Data Efficient Machine Translation Fine-Tuning
Mohammad Amin Ghanizadeh, Mohammad Javad Dousti
Data quality and its effective selection are fundamental to improving the performance of machine translation models, serving as cornerstones for achieving robust and reliable trans…
cs.CL2025
Towards Data-Efficient Language Models: A Child-Inspired Approach to Language Learning
Mohammad Amin Ghanizadeh, Mohammad Javad Dousti
In this work, we explain our approach employed in the BabyLM Challenge, which uses various methods of training language models (LMs) with significantly less data compared to tradit…