ModelFront featured in Nimdzi's Language Technology Atlas
June 1, 2023
- ModelFront is featured in Nimdzi's updated Language Technology Atlas with a special focus on AI.
- ModelFront provides AI to scale translation, and keep human quality, to large translation buyers.
The Nimdzi Language Technology Atlas maps the language technology landscape. The 2023 update had a special focus on AI.
It covers ModelFront and other AI providers like OpenAI, Google and DeepL, as well as the translation management systems where they are integrated.
The Nimdzi Language Technology Atlas Yulia Akhulkova June 1, 2023 The Nimdzi Language Technology Atlas offers a unified view of the modern language technology landscape.
The Atlas' section on machine translation quality estimation named ModelFront specifically.
Quality estimation
Under the hood, LLMs are prediction engines — with extremely large datasets and probability computations. Typing a prompt, we are basically asking the model to predict the next thing we want it to do. When we task LLMs with performing comparative efforts, results are often better than with generative tasks, as there’s less predicting involved. With summarization, extraction, rewriting, and classification type tasks, we are providing the model with the majority of the needed data, hence there’s fundamentally no need to predict anything brand new and the output quality is usually fit for purpose.In fact, (AI) quality prediction and quality estimation are not new buzzwords in the LangTech world. For example, machine translation quality estimation (MTQE) has been here for a while with known solutions by ModelFront...
Nimdzi is a leading market research firm for the translation industry.
Nimdzi previously featured ModelFront in the 2023 Nimdzi 100 (opens in a new tab).