Alvin Cheung

SlimFit: Memory-Efficient Fine-Tuning of Transformer-based Models Using Training Dynamics

2024

Arash Ardakani, Altan Haan, Shangyin Tan, Doru Thom Popovici, Alvin Cheung, Costin Iancu, Koushik Sen. Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume …

Summarizing Source Code using a Neural Attention Model

2016

High quality source code is often paired with high level summaries of the computation it performs, for example in code documentation or in descriptions posted in online forums. Such summaries are extremely useful for applications …