Real time adaptive machine translation: cdec and TransCenter
Michael Denkowski, Alon Lavie, Isabel Lacruz, Chris Dyer · Conference of the Association for Machine Translation in the Americas · 2014
cdec Realtime and TransCenter provide an end-to-end experimental setup for machine translation post-editing research. Realtime provides a framework for building adaptive MT systems that learn from post-editor feedback while TransCenter incorporates a web-based translation interface that connects users to these systems and logs post-editing activity. This combination allows the straightforward deployment of MT systems specifically for post-editing and analysis of translator productivity when working with adaptive systems. Both toolkits are freely available under open source licenses.