We are delighted to share some exciting news: Muskaan Chopra has been awarded the Grace Hopper Award by the Institute of Computer Science at the University of Bonn.

Named in honor of the pioneering computer scientist Grace Hopper, the award recognizes outstanding female students in computer science and acknowledges academic excellence, innovation, and the courage to pursue new research directions.

Muskaan joined our research group two years ago as a student assistant and has since become an integral member of the team. During this time, she has contributed to several research projects and authored papers accepted or presented at leading international conferences, including IEEE BigData 2025, ECIR 2026, and IJCAI 2026. Muskaan received the award following the successful defense of her Master’s thesis, Critical Error Detection in Machine Translation with Small, Local AI, supervised by Prof. Dr. Rafet Sifa and Dr. Lorenz Sparrenberg.

Her research explores whether compact, locally deployable language models can reliably identify translations that appear fluent while subtly altering the meaning of the original text. By investigating the effects of model size, adaptation strategies, and quantization, her work contributes to the development of more reliable, resource-efficient, and trustworthy machine translation systems.

We are especially pleased that Muskaan will continue her academic journey with us as a PhD candidate.

Congratulations, Muskaan, on this well-deserved recognition. We look forward to seeing the impact of your future research and wish you every success in the years ahead.