ModelFront at AMTA 2026
August 31 – September 2, 2026
Centre des congrès de Québec, Quebec City, Canada
ModelFront is presenting two talks on machine translation quality estimation at AMTA 2026.
Survey of Machine Translation Quality Estimation — Adam Bittlingmayer
A survey of how quality estimation has evolved, from early feature-engineered models to today's production systems (opens in a new tab) to frontier research.
The State of Machine Translation Quality Estimation — Cecilia Yalangozian
An overview of the current state of quality estimation, from research benchmarks to production use in quality prediction.
See the full AMTA 2026 schedule → (opens in a new tab)
About AMTA
AMTA brings together machine translation industry and research, from enterprise localization departments to academia to AI labs. The event is organized by the Association for Machine Translation in the Americas (AMTA), a non-profit industry association founded in 1991.
AMTA 2026 features speakers ModelFront, Amazon and AppTek as well as from academic and governmental institutions like Carnegie Mellon University, the National Research Council Canada and Institute of Science Tokyo.
Register for AMTA 2026 → (opens in a new tab)
About ModelFront
ModelFront is AI to check and fix AI translations and trigger human intervention as needed, to scale translation while keeping human quality.
Companies use ModelFront to fully automate millions of words, right inside their existing setup.
Unlike most AI providers, ModelFront provides verification (✓ or ✗), not just unverified generation, and takes responsibility for keeping human quality.