The impact of machine translation on the translation professions

TL;DR

Machine translation has made significant advancements in performance and quality, providing accessibility to those who can use computer intelligence. However, humans still play a crucial role in translation due to their ability to handle complex linguistic and cultural nuances.

Transcript

I was here at this prestigious university some eight years ago and I was actually here for a month that I gave a series of lectures and I went back and looked at most lectures and I thought it's all different I've got the same lecture materials but the whole situation has changed in just the space of eight years and what I'm going to do today is to... Read More

Key Insights

• 🙈 Machine translation has seen significant advancements in performance and quality since 2016.
• 🎰 The transition from quantity to quality has become more important in machine translation.
• 🖐️ Human translators still play a crucial role in handling the extremes of translation tasks.
• 🧑‍🏭 Trust and authority are important factors in choosing between machine translation and human translators.

Questions & Answers

Q: Why is machine translation accessible to those who can use computer intelligence?

Machine translation works best for tasks that involve restricted variations, such as weather reports or technical documents. Additionally, a larger clean database improves the performance of machine translation.

Q: Does machine translation reach the same level of quality as human translation?

Machine translation can provide accurate translations for isolated sentences, but it often struggles with cohesion, gender pronouns, and overall textuality. Humans are still better equipped to handle these nuances.

Q: What impact does the quality of the database have on machine translation?

A clean and precise database improves machine translation quality significantly. It allows for better statistical calculations and improves overall output.

Q: Can machine translation replace the need for human translators entirely?

While machine translation has made significant advancements, it cannot handle the extreme complexities and functions of translation that humans can. Human translators still bring expertise, cultural understanding, and creative expression to the table.

Summary & Key Takeaways

• Machine translation has evolved significantly since its inception after World War II, with significant improvements in performance and quality since 2016.

• The use of translation memories and machine translation together has become prevalent, offering faster and more efficient translation processes.

• However, human translators still play a vital role in handling the extremes of text, such as cultural nuances, creative expression, and strategic decision-making.