3 papers
cs.LG2025
It's Not That Simple. An Analysis of Simple Test-Time Scaling
Guojun Wu
Prior work proposed simple test-time scaling, a method for replicating this scaling behavior with models distilled from o1-like models by manually controlling test-time compute: ei…
cs.CL2024
Evaluating Automatic Metrics with Incremental Machine Translation Systems
Guojun Wu, Shay B. Cohen, Rico Sennrich
We introduce a dataset comprising commercial machine translations, gathered weekly over six years across 12 translation directions. Since human A/B testing is commonly used, we ass…
cs.CL2023
ICU: Conquering Language Barriers in Vision-and-Language Modeling by Dividing the Tasks into Image Captioning and Language Understanding
Guojun Wu
Most multilingual vision-and-language (V&L) research aims to accomplish multilingual and multimodal capabilities within one model. However, the scarcity of multilingual captions fo…